Xeon Max Linux Distros

2 x Intel Xeon Max 9480 testing with a Supermicro X13DEM v1.10 (1.3 BIOS) and ASPEED on Ubuntu 22.04 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 2310151-NE-2310131NE09
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AV1 2 Tests
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C/C++ Compiler Tests 6 Tests
CPU Massive 14 Tests
Creator Workloads 12 Tests
Database Test Suite 7 Tests
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Fortran Tests 2 Tests
Game Development 2 Tests
HPC - High Performance Computing 11 Tests
Java 2 Tests
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Machine Learning 4 Tests
Molecular Dynamics 4 Tests
MPI Benchmarks 3 Tests
Multi-Core 17 Tests
NVIDIA GPU Compute 2 Tests
Intel oneAPI 5 Tests
OpenMPI Tests 5 Tests
Programmer / Developer System Benchmarks 2 Tests
Python 3 Tests
Renderers 3 Tests
Scientific Computing 4 Tests
Software Defined Radio 2 Tests
Server 9 Tests
Server CPU Tests 12 Tests
Single-Threaded 5 Tests
Video Encoding 5 Tests

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Ubuntu 23.04
October 12 2023
  1 Day, 2 Hours, 41 Minutes
Ubuntu 22.04
October 13 2023
  1 Day, 6 Hours, 32 Minutes
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  1 Day, 4 Hours, 37 Minutes
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Xeon Max Linux DistrosProcessorMotherboardChipsetMemoryDiskGraphicsNetworkMonitorOSKernelDesktopDisplay ServerCompilerFile-SystemScreen ResolutionVulkanUbuntu 23.04Ubuntu 22.042 x Intel Xeon Max 9480 @ 3.50GHz (112 Cores / 224 Threads)Supermicro X13DEM v1.10 (1.3 BIOS)Intel Device 1bce512GB2 x 7682GB INTEL SSDPF2KX076TZASPEED2 x Broadcom BCM57508 NetXtreme-E 10Gb/25Gb/40Gb/50Gb/100Gb/200GbUbuntu 23.046.2.0-34-generic (x86_64)GNOME Shell 44.3X Server 1.21.1.7GCC 12.3.0ext41024x768VE228Ubuntu 22.04GNOME Shell 42.9X Server 1.21.1.41.3.238GCC 11.4.01920x1080OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- Ubuntu 23.04: --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-DAPbBt/gcc-12-12.3.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-DAPbBt/gcc-12-12.3.0/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 - Ubuntu 22.04: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-XeT9lY/gcc-11-11.4.0/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-build-config=bootstrap-lto-lean --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- Scaling Governor: intel_cpufreq schedutil - CPU Microcode: 0x2c000271Java Details- Ubuntu 23.04: OpenJDK Runtime Environment (build 17.0.8.1+1-Ubuntu-0ubuntu123.04)- Ubuntu 22.04: OpenJDK Runtime Environment (build 11.0.20.1+1-post-Ubuntu-0ubuntu122.04)Python Details- Ubuntu 23.04: Python 3.11.4- Ubuntu 22.04: Python 3.10.12Security Details- gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: 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 Enhanced IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected

Ubuntu 23.04 vs. Ubuntu 22.04 ComparisonPhoronix Test SuiteBaseline+22.6%+22.6%+45.2%+45.2%+67.8%+67.8%90.2%36.9%27.2%18.8%18.7%15.8%14%13.8%11.3%11%8.6%8.5%8.4%8.3%8.2%8.1%7.6%6.8%6.7%6.3%6.2%5.5%5.2%4.5%4.2%4.2%4%3.9%3.8%3.7%3.7%3.1%3%2.8%2.8%2.6%2.6%2.6%2.5%2.4%2.3%2.3%2.1%2%Create - 100 - 1000000Savina Reactors.IO74.3%raytrace59.3%go51.7%nbody49.4%pickle_pure_python44.4%crypto_pyaes44%chaos43.4%Delete - 50 - 100000042%float41.1%ALS Movie Lensd.S.M.S - Mesh Timedjango_template25.6%2to325%regex_compile23.1%F.H.R22.5%json_loads21.7%8 - Compression Speed20%800 - 100 - 500 - 400800 - 100 - 500 - 400A.U.C.T18.2%A.S.P16.7%T.F.A.T.T16.4%d.M.M.S - Mesh TimeH214.8%100 - 800 - Read Write100 - 800 - Read Write - Average Latency19 - Compression Speed32pathlib9.2%Rand Read8.9%100 - 1000 - Read WritePreset 8 - Bosphorus 4K100 - 1000 - Read Write - Average Latency800 - 100 - 800 - 400800 - 100 - 800 - 400Material TesterBosphorus 4K - Very Fast7.4%R.N.N.T - bf16bf16bf16 - CPU7.3%GET - 5007.3%P.P.B.T.T6.9%19, Long Mode - Compression SpeedDisney MaterialScala Dotty6.6%A.G.R.R.0.F.I - CPU6.5%Bosphorus 4K - FasterApache Spark Bayespython_startup6.1%i.i.1.C.P.D6.1%10, Lossless5.6%500OpenMP - BM25.2%OpenMP - BM25.2%19 - D.Sgravity_spheres_volume/dim_512/scivis/real_time5.1%Pathtracer ISPC - Asian Dragon104 104 104 - 604.2%Bosphorus 4K - Ultra FastR.R.W.R1:106OpenMP - BM13.9%OpenMP - BM13.9%JythonV.D.F.I - CPUI.a.F.S.I.D.C3.7%V.D.F.I - CPUparticle_volume/pathtracer/real_time3.4%gravity_spheres_volume/dim_512/ao/real_time3.3%100 - 1000 - Read Only - Average Latency3.1%CPU - 256 - ResNet-5064224 - 256 - 5123%A.G.R.R.0.F.I - CPU2.9%gravity_spheres_volume/dim_512/pathtracer/real_time100 - 1000 - Read Only2.7%1.R.H.D.T.RRTLightmap.hdr.4096x4096 - CPU-OnlyPreset 4 - Bosphorus 4KBosphorus 4K - Very FastP.P.B.T.T2.5%Preset 12 - Bosphorus 4K8 - D.SBosphorus 4K - Ultra FastBumper Beam2.2%particle_volume/ao/real_time2.2%19, Long Mode - D.SBosphorus 4K - MediumApache HadoopRenaissancePyPerformancePyPerformancePyPerformancePyPerformancePyPerformancePyPerformanceApache HadoopPyPerformanceRenaissanceOpenFOAMPyPerformancePyPerformancePyPerformanceRenaissancePyPerformanceZstd CompressionApache IoTDBApache IoTDBRenaissanceRenaissancePyBenchOpenFOAMDaCapo BenchmarkPostgreSQLPostgreSQLZstd CompressionlibxsmmPyPerformanceRocksDBPostgreSQLSVT-AV1PostgreSQLApache IoTDBApache IoTDBAppleseedKvazaarNumpy BenchmarkoneDNNRedissrsRAN ProjectZstd CompressionAppleseedRenaissanceOpenVINOVVenCRenaissancePyPerformanceXcompact3d Incompact3dlibavif avifencnginxminiBUDEminiBUDEZstd CompressionOSPRayEmbreeHigh Performance Conjugate GradientKvazaarRocksDBMemcachedlibavif avifencminiBUDEminiBUDEDaCapo BenchmarkOpenVINOOpenRadiossOpenVINOOSPRayOSPRayPostgreSQLTensorFlowlibxsmmLiquid-DSPOpenVINOOSPRayOpenSSLPostgreSQLClickHouseIntel Open Image DenoiseSVT-AV1uvg266srsRAN ProjectSVT-AV1Zstd Compressionuvg266OpenRadiossOSPRayZstd Compressionuvg266Ubuntu 23.04Ubuntu 22.04

Xeon Max Linux Distroscompress-7zip: Compression Ratingcompress-7zip: Decompression Ratinghadoop: Delete - 50 - 1000000hadoop: Create - 100 - 1000000apache-iotdb: 800 - 100 - 500 - 400apache-iotdb: 800 - 100 - 500 - 400apache-iotdb: 800 - 100 - 800 - 400apache-iotdb: 800 - 100 - 800 - 400appleseed: Emilyappleseed: Disney Materialappleseed: Material Testerblender: BMW27 - CPU-Onlyblender: Classroom - CPU-Onlyblender: Barbershop - CPU-Onlyclickhouse: 100M Rows Hits Dataset, First Run / Cold Cacheclickhouse: 100M Rows Hits Dataset, Second Runclickhouse: 100M Rows Hits Dataset, Third Rundacapobench: H2dacapobench: Jythonembree: Pathtracer ISPC - Crownembree: Pathtracer ISPC - Asian Dragongromacs: MPI CPU - water_GMX50_barehpcg: 104 104 104 - 60hpcg: 144 144 144 - 60oidn: RT.hdr_alb_nrm.3840x2160 - CPU-Onlyoidn: RT.ldr_alb_nrm.3840x2160 - CPU-Onlyoidn: RTLightmap.hdr.4096x4096 - CPU-Onlykvazaar: Bosphorus 4K - Very Fastkvazaar: Bosphorus 4K - Super Fastkvazaar: Bosphorus 4K - Ultra Fastavifenc: 6avifenc: 6, Losslessavifenc: 10, Losslesslibxsmm: 128libxsmm: 32libxsmm: 64liquid-dsp: 64 - 256 - 32liquid-dsp: 128 - 256 - 32liquid-dsp: 224 - 256 - 32liquid-dsp: 64 - 256 - 512liquid-dsp: 128 - 256 - 512liquid-dsp: 224 - 256 - 512memcached: 1:10memcached: 1:100minibude: OpenMP - BM1minibude: OpenMP - BM1minibude: OpenMP - BM2minibude: OpenMP - BM2namd: ATPase Simulation - 327,506 Atomsnginx: 500numpy: onednn: Recurrent Neural Network Training - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPUopenfoam: drivaerFastback, Small Mesh Size - Mesh Timeopenfoam: drivaerFastback, Small Mesh Size - Execution Timeopenfoam: drivaerFastback, Medium Mesh Size - Mesh Timeopenfoam: drivaerFastback, Medium Mesh Size - Execution Timeopenradioss: Bumper Beamopenradioss: Chrysler Neon 1Mopenradioss: Cell Phone Drop Testopenradioss: Bird Strike on Windshieldopenradioss: Rubber O-Ring Seal Installationopenradioss: INIVOL and Fluid Structure Interaction Drop Containeropenssl: openssl: openvino: Person Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUospray: particle_volume/ao/real_timeospray: particle_volume/scivis/real_timeospray: particle_volume/pathtracer/real_timeospray: gravity_spheres_volume/dim_512/ao/real_timeospray: gravity_spheres_volume/dim_512/scivis/real_timeospray: gravity_spheres_volume/dim_512/pathtracer/real_timephpbench: PHP Benchmark Suitepgbench: 100 - 800 - Read Onlypgbench: 100 - 800 - Read Only - Average Latencypgbench: 100 - 1000 - Read Onlypgbench: 100 - 1000 - Read Only - Average Latencypgbench: 100 - 800 - Read Writepgbench: 100 - 800 - Read Write - Average Latencypgbench: 100 - 1000 - Read Writepgbench: 100 - 1000 - Read Write - Average Latencypybench: Total For Average Test Timespyperformance: gopyperformance: 2to3pyperformance: chaospyperformance: floatpyperformance: nbodypyperformance: pathlibpyperformance: raytracepyperformance: json_loadspyperformance: crypto_pyaespyperformance: regex_compilepyperformance: python_startuppyperformance: django_templatepyperformance: pickle_pure_pythonredis: GET - 500redis: SET - 500renaissance: Scala Dottyrenaissance: Rand Forestrenaissance: ALS Movie Lensrenaissance: Apache Spark Bayesrenaissance: Savina Reactors.IOrenaissance: Apache Spark PageRankrenaissance: Finagle HTTP Requestsrenaissance: Akka Unbalanced Cobwebbed Treerocksdb: Rand Readrocksdb: Update Randrocksdb: Read Rand Write Randsrsran: Downlink Processor Benchmarksrsran: PUSCH Processor Benchmark, Throughput Totalsrsran: PUSCH Processor Benchmark, Throughput Threadsvt-av1: Preset 4 - Bosphorus 4Ksvt-av1: Preset 8 - Bosphorus 4Ksvt-av1: Preset 12 - Bosphorus 4Ksvt-av1: Preset 13 - Bosphorus 4Ktensorflow: CPU - 16 - ResNet-50tensorflow: CPU - 256 - ResNet-50uvg266: Bosphorus 4K - Slowuvg266: Bosphorus 4K - Mediumuvg266: Bosphorus 4K - Very Fastuvg266: Bosphorus 4K - Super Fastuvg266: Bosphorus 4K - Ultra Fastvvenc: Bosphorus 4K - Fastvvenc: Bosphorus 4K - Fasterincompact3d: input.i3d 129 Cells Per Directionincompact3d: input.i3d 193 Cells Per Directioncompress-zstd: 8 - Compression Speedcompress-zstd: 8 - Decompression Speedcompress-zstd: 19 - Compression Speedcompress-zstd: 19 - Decompression Speedcompress-zstd: 19, Long Mode - Compression Speedcompress-zstd: 19, Long Mode - Decompression SpeedUbuntu 23.04Ubuntu 22.0425491037381931912324143280940417.8147389394624.38284.67355691.161135376.1033921.6453.14261.52155.80170.24173.1219866389536.757437.064412.157102.67677.36012.232.241.1518.4922.2122.955.0808.7316.9691930.81196.81815.21989933333310630000042379000006650300009461333331083133333599628.31501826.542528.808101.1522776.754111.0700.32646124724.58472.6314593.51379.2639.41962338.600603174.83463202.9113595.25131.1433.21157.19116.57137.4319701.81355014.9467.0679.11325.27343.395056.4722.1016127.366.911514.3573.83616.8960.1025416.484.246329.8817.662404.8646.5389007.690.7028.442127.673283.426711.126710.949239.038079530326353581.2626403971.5711852343.2421646960.78064611622451.654.563.21320915.756.310811.427.72163012006.791916420.90919.31853.428896.62712.916277.84961.219378.145287.9380807398102796665185674.810598.8190.82.38023.41354.66056.92314.4944.807.968.3715.3015.8516.322.5283.6262.005710966.075614551130.83154.946.22683.727.92832.925682537934722475616351368423351.8351342262577.21286.25764985.422873347.91599421.9953.71262.72156.54172.55177.6622809375336.739538.744812.16098.515375.88422.272.261.1819.9022.6423.914.8898.6047.3611928.11328.91870.51975600000307210000042537666676675500009304200001051366667623717.41500744.652434.08897.3642639.288105.5720.32225131549.83439.9015662.221355.7530.99281638.194808151.0314200.7709997.39132.8633.50157.25117.80142.4720245.31349949.8460.1280.31327.26341.345242.1521.3216072.386.931502.5274.40612.5660.5525126.844.296319.4217.692367.1647.2783575.100.7227.826827.359380.657710.769310.421249.288129666346318931.2716236061.6202111137.9981787856.06175217628074.076.994.414.233319.181.113312.134.83122807752.581882918.18980.11861.621108.02554.628378.65791.723731.453510.7349636191103258692997678.610344.3178.52.44125.39555.94757.25614.4846.198.098.5415.6915.7916.692.5423.8551.975893096.44438407942.13228.151.42823.229.82891.4OpenBenchmarking.org

7-Zip Compression

This is a test of 7-Zip compression/decompression with its integrated benchmark feature. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression RatingUbuntu 23.04Ubuntu 22.0460K120K180K240K300KSE +/- 1028.75, N = 3SE +/- 3527.52, N = 32549102568251. (CXX) g++ options: -lpthread -ldl -O2 -fPIC
OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression RatingUbuntu 23.04Ubuntu 22.0440K80K120K160K200KMin: 253264 / Avg: 254909.67 / Max: 256802Min: 251136 / Avg: 256825.33 / Max: 2632831. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression RatingUbuntu 23.04Ubuntu 22.0480K160K240K320K400KSE +/- 8855.12, N = 3SE +/- 5913.92, N = 33738193793471. (CXX) g++ options: -lpthread -ldl -O2 -fPIC
OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression RatingUbuntu 23.04Ubuntu 22.0470K140K210K280K350KMin: 359478 / Avg: 373819 / Max: 389989Min: 372364 / Avg: 379347 / Max: 3911061. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

Apache Hadoop

This is a benchmark of the Apache Hadoop making use of its built-in name-node throughput benchmark (NNThroughputBenchmark). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Delete - Threads: 50 - Files: 1000000Ubuntu 23.04Ubuntu 22.047K14K21K28K35KSE +/- 452.80, N = 3SE +/- 2293.11, N = 93191222475
OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Delete - Threads: 50 - Files: 1000000Ubuntu 23.04Ubuntu 22.046K12K18K24K30KMin: 31074.24 / Avg: 31912.21 / Max: 32628.56Min: 9560.41 / Avg: 22475.21 / Max: 29893.58

OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Create - Threads: 100 - Files: 1000000Ubuntu 23.04Ubuntu 22.0413002600390052006500SE +/- 17.50, N = 3SE +/- 1101.28, N = 932416163
OpenBenchmarking.orgOps per sec, More Is BetterApache Hadoop 3.3.6Operation: Create - Threads: 100 - Files: 1000000Ubuntu 23.04Ubuntu 22.0411002200330044005500Min: 3220.33 / Avg: 3241.34 / Max: 3276.08Min: 2972.11 / Avg: 6163.21 / Max: 11721.96

Apache IoTDB

Apache IotDB is a time series database and this benchmark is facilitated using the IoT Benchmaark [https://github.com/thulab/iot-benchmark/]. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 400Ubuntu 23.04Ubuntu 22.0411M22M33M44M55MSE +/- 474661.21, N = 5SE +/- 506019.03, N = 124328094051368423
OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 400Ubuntu 23.04Ubuntu 22.049M18M27M36M45MMin: 42246646.35 / Avg: 43280940.25 / Max: 44707566.51Min: 48124917.89 / Avg: 51368422.65 / Max: 53981101.14

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 400Ubuntu 23.04Ubuntu 22.0490180270360450SE +/- 4.63, N = 5SE +/- 4.16, N = 12417.81351.83MAX: 31785.53MAX: 33320.78
OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 500 - Client Number: 400Ubuntu 23.04Ubuntu 22.0470140210280350Min: 404.68 / Avg: 417.81 / Max: 432.05Min: 329.98 / Avg: 351.83 / Max: 376.26

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 400Ubuntu 23.04Ubuntu 22.0411M22M33M44M55MSE +/- 314308.71, N = 3SE +/- 1382666.67, N = 94738939451342262
OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.2Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 400Ubuntu 23.04Ubuntu 22.049M18M27M36M45MMin: 46992424.37 / Avg: 47389394.49 / Max: 48009994.4Min: 40463799.94 / Avg: 51342261.73 / Max: 54311629.67

OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 400Ubuntu 23.04Ubuntu 22.04130260390520650SE +/- 2.92, N = 3SE +/- 20.90, N = 9624.38577.21MAX: 34185.88MAX: 48250.35
OpenBenchmarking.orgAverage Latency, Fewer Is BetterApache IoTDB 1.2Device Count: 800 - Batch Size Per Write: 100 - Sensor Count: 800 - Client Number: 400Ubuntu 23.04Ubuntu 22.04110220330440550Min: 619.68 / Avg: 624.38 / Max: 629.73Min: 539.32 / Avg: 577.21 / Max: 742.44

Appleseed

Appleseed is an open-source production renderer focused on physically-based global illumination rendering engine primarily designed for animation and visual effects. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: EmilyUbuntu 23.04Ubuntu 22.0460120180240300284.67286.26

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Disney MaterialUbuntu 23.04Ubuntu 22.042040608010091.1685.42

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Material TesterUbuntu 23.04Ubuntu 22.0480160240320400376.10347.92

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.6Blend File: BMW27 - Compute: CPU-OnlyUbuntu 23.04Ubuntu 22.04510152025SE +/- 0.26, N = 3SE +/- 0.28, N = 321.6421.99
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.6Blend File: BMW27 - Compute: CPU-OnlyUbuntu 23.04Ubuntu 22.04510152025Min: 21.12 / Avg: 21.64 / Max: 21.96Min: 21.63 / Avg: 21.99 / Max: 22.55

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.6Blend File: Classroom - Compute: CPU-OnlyUbuntu 23.04Ubuntu 22.041224364860SE +/- 0.25, N = 3SE +/- 0.22, N = 353.1453.71
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.6Blend File: Classroom - Compute: CPU-OnlyUbuntu 23.04Ubuntu 22.041122334455Min: 52.71 / Avg: 53.14 / Max: 53.56Min: 53.28 / Avg: 53.71 / Max: 53.93

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.6Blend File: Barbershop - Compute: CPU-OnlyUbuntu 23.04Ubuntu 22.0460120180240300SE +/- 2.68, N = 3SE +/- 2.00, N = 3261.52262.72
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.6Blend File: Barbershop - Compute: CPU-OnlyUbuntu 23.04Ubuntu 22.0450100150200250Min: 256.69 / Avg: 261.52 / Max: 265.95Min: 260.41 / Avg: 262.72 / Max: 266.71

ClickHouse

ClickHouse is an open-source, high performance OLAP data management system. This test profile uses ClickHouse's standard benchmark recommendations per https://clickhouse.com/docs/en/operations/performance-test/ / https://github.com/ClickHouse/ClickBench/tree/main/clickhouse with the 100 million rows web analytics dataset. The reported value is the query processing time using the geometric mean of all separate queries performed as an aggregate. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, First Run / Cold CacheUbuntu 23.04Ubuntu 22.04306090120150SE +/- 2.03, N = 9SE +/- 2.07, N = 3155.80156.54MIN: 10.69 / MAX: 1714.29MIN: 9.6 / MAX: 2500
OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, First Run / Cold CacheUbuntu 23.04Ubuntu 22.04306090120150Min: 144 / Avg: 155.8 / Max: 161.9Min: 153.08 / Avg: 156.54 / Max: 160.23

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, Second RunUbuntu 23.04Ubuntu 22.044080120160200SE +/- 2.63, N = 9SE +/- 3.35, N = 3170.24172.55MIN: 14.63 / MAX: 1875MIN: 24.51 / MAX: 2068.97
OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, Second RunUbuntu 23.04Ubuntu 22.04306090120150Min: 158.01 / Avg: 170.24 / Max: 182.45Min: 168.17 / Avg: 172.55 / Max: 179.12

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, Third RunUbuntu 23.04Ubuntu 22.044080120160200SE +/- 3.29, N = 9SE +/- 4.50, N = 3173.12177.66MIN: 18.26 / MAX: 1621.62MIN: 31.4 / MAX: 1621.62
OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, Third RunUbuntu 23.04Ubuntu 22.04306090120150Min: 158.86 / Avg: 173.12 / Max: 187.62Min: 171.91 / Avg: 177.66 / Max: 186.54

CPU Power Consumption Monitor

OpenBenchmarking.orgWattsCPU Power Consumption MonitorPhoronix Test Suite System MonitoringUbuntu 22.04140280420560700Min: 83.14 / Avg: 424.58 / Max: 794.37

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: H2Ubuntu 23.04Ubuntu 22.045K10K15K20K25KSE +/- 401.72, N = 20SE +/- 393.58, N = 201986622809
OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: H2Ubuntu 23.04Ubuntu 22.044K8K12K16K20KMin: 16133 / Avg: 19865.8 / Max: 24002Min: 17672 / Avg: 22809.4 / Max: 25072

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: JythonUbuntu 23.04Ubuntu 22.048001600240032004000SE +/- 231.46, N = 16SE +/- 133.04, N = 2038953753
OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: JythonUbuntu 23.04Ubuntu 22.047001400210028003500Min: 3113 / Avg: 3895.31 / Max: 5533Min: 3319 / Avg: 3753.05 / Max: 5502

Embree

Intel Embree is a collection of high-performance ray-tracing kernels for execution on CPUs (and GPUs via SYCL) and supporting instruction sets such as SSE, AVX, AVX2, and AVX-512. Embree also supports making use of the Intel SPMD Program Compiler (ISPC). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.1Binary: Pathtracer ISPC - Model: CrownUbuntu 23.04Ubuntu 22.04816243240SE +/- 0.80, N = 12SE +/- 0.95, N = 1236.7636.74MIN: 25.45 / MAX: 57.06MIN: 22.41 / MAX: 55.39
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.1Binary: Pathtracer ISPC - Model: CrownUbuntu 23.04Ubuntu 22.04816243240Min: 32.77 / Avg: 36.76 / Max: 42.53Min: 27.91 / Avg: 36.74 / Max: 40.92

OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.1Binary: Pathtracer ISPC - Model: Asian DragonUbuntu 23.04Ubuntu 22.04918273645SE +/- 0.45, N = 12SE +/- 0.76, N = 1537.0638.74MIN: 28.65 / MAX: 48.65MIN: 30.62 / MAX: 58.26
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.1Binary: Pathtracer ISPC - Model: Asian DragonUbuntu 23.04Ubuntu 22.04816243240Min: 33.43 / Avg: 37.06 / Max: 39.3Min: 35.71 / Avg: 38.74 / Max: 46.11

GROMACS

The GROMACS (GROningen MAchine for Chemical Simulations) molecular dynamics package testing with the water_GMX50 data. This test profile allows selecting between CPU and GPU-based GROMACS builds. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2023Implementation: MPI CPU - Input: water_GMX50_bareUbuntu 23.04Ubuntu 22.043691215SE +/- 0.06, N = 3SE +/- 0.01, N = 312.1612.161. (CXX) g++ options: -O3
OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2023Implementation: MPI CPU - Input: water_GMX50_bareUbuntu 23.04Ubuntu 22.0448121620Min: 12.04 / Avg: 12.16 / Max: 12.26Min: 12.14 / Avg: 12.16 / Max: 12.181. (CXX) g++ options: -O3

High Performance Conjugate Gradient

HPCG is the High Performance Conjugate Gradient and is a new scientific benchmark from Sandia National Lans focused for super-computer testing with modern real-world workloads compared to HPCC. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1X Y Z: 104 104 104 - RT: 60Ubuntu 23.04Ubuntu 22.0420406080100SE +/- 0.72, N = 3SE +/- 0.16, N = 3102.6898.521. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -lmpi_cxx -lmpi
OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1X Y Z: 104 104 104 - RT: 60Ubuntu 23.04Ubuntu 22.0420406080100Min: 101.37 / Avg: 102.68 / Max: 103.84Min: 98.3 / Avg: 98.52 / Max: 98.831. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -lmpi_cxx -lmpi

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1X Y Z: 144 144 144 - RT: 60Ubuntu 23.04Ubuntu 22.0420406080100SE +/- 0.77, N = 6SE +/- 0.58, N = 377.3675.881. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -lmpi_cxx -lmpi
OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1X Y Z: 144 144 144 - RT: 60Ubuntu 23.04Ubuntu 22.041530456075Min: 75.46 / Avg: 77.36 / Max: 80.97Min: 74.77 / Avg: 75.88 / Max: 76.751. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -lmpi_cxx -lmpi

Intel Open Image Denoise

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 2.1Run: RT.hdr_alb_nrm.3840x2160 - Device: CPU-OnlyUbuntu 23.04Ubuntu 22.040.51081.02161.53242.04322.554SE +/- 0.03, N = 15SE +/- 0.03, N = 152.232.27
OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 2.1Run: RT.hdr_alb_nrm.3840x2160 - Device: CPU-OnlyUbuntu 23.04Ubuntu 22.04246810Min: 2.03 / Avg: 2.23 / Max: 2.4Min: 2.06 / Avg: 2.27 / Max: 2.44

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 2.1Run: RT.ldr_alb_nrm.3840x2160 - Device: CPU-OnlyUbuntu 23.04Ubuntu 22.040.50851.0171.52552.0342.5425SE +/- 0.03, N = 15SE +/- 0.02, N = 152.242.26
OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 2.1Run: RT.ldr_alb_nrm.3840x2160 - Device: CPU-OnlyUbuntu 23.04Ubuntu 22.04246810Min: 2.05 / Avg: 2.24 / Max: 2.43Min: 2.13 / Avg: 2.26 / Max: 2.39

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 2.1Run: RTLightmap.hdr.4096x4096 - Device: CPU-OnlyUbuntu 23.04Ubuntu 22.040.26550.5310.79651.0621.3275SE +/- 0.01, N = 3SE +/- 0.01, N = 51.151.18
OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 2.1Run: RTLightmap.hdr.4096x4096 - Device: CPU-OnlyUbuntu 23.04Ubuntu 22.04246810Min: 1.13 / Avg: 1.15 / Max: 1.17Min: 1.15 / Avg: 1.18 / Max: 1.22

Kvazaar

This is a test of Kvazaar as a CPU-based H.265/HEVC video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Very FastUbuntu 23.04Ubuntu 22.04510152025SE +/- 0.11, N = 3SE +/- 0.18, N = 318.4919.901. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Very FastUbuntu 23.04Ubuntu 22.04510152025Min: 18.28 / Avg: 18.49 / Max: 18.61Min: 19.63 / Avg: 19.9 / Max: 20.231. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Super FastUbuntu 23.04Ubuntu 22.04510152025SE +/- 0.11, N = 3SE +/- 0.15, N = 322.2122.641. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Super FastUbuntu 23.04Ubuntu 22.04510152025Min: 22 / Avg: 22.21 / Max: 22.35Min: 22.35 / Avg: 22.64 / Max: 22.831. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Ultra FastUbuntu 23.04Ubuntu 22.04612182430SE +/- 0.22, N = 3SE +/- 0.32, N = 322.9523.911. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Ultra FastUbuntu 23.04Ubuntu 22.04612182430Min: 22.51 / Avg: 22.95 / Max: 23.23Min: 23.4 / Avg: 23.91 / Max: 24.51. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

libavif avifenc

This is a test of the AOMedia libavif library testing the encoding of a JPEG image to AV1 Image Format (AVIF). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 6Ubuntu 23.04Ubuntu 22.041.1432.2863.4294.5725.715SE +/- 0.033, N = 3SE +/- 0.036, N = 155.0804.8891. (CXX) g++ options: -O3 -fPIC -lm
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 6Ubuntu 23.04Ubuntu 22.04246810Min: 5.02 / Avg: 5.08 / Max: 5.12Min: 4.52 / Avg: 4.89 / Max: 5.081. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 6, LosslessUbuntu 23.04Ubuntu 22.04246810SE +/- 0.156, N = 12SE +/- 0.120, N = 128.7318.6041. (CXX) g++ options: -O3 -fPIC -lm
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 6, LosslessUbuntu 23.04Ubuntu 22.043691215Min: 7.88 / Avg: 8.73 / Max: 9.7Min: 7.75 / Avg: 8.6 / Max: 9.191. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 10, LosslessUbuntu 23.04Ubuntu 22.04246810SE +/- 0.124, N = 15SE +/- 0.120, N = 156.9697.3611. (CXX) g++ options: -O3 -fPIC -lm
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 10, LosslessUbuntu 23.04Ubuntu 22.043691215Min: 6.29 / Avg: 6.97 / Max: 7.94Min: 6.62 / Avg: 7.36 / Max: 7.961. (CXX) g++ options: -O3 -fPIC -lm

libxsmm

Libxsmm is an open-source library for specialized dense and sparse matrix operations and deep learning primitives. Libxsmm supports making use of Intel AMX, AVX-512, and other modern CPU instruction set capabilities. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS/s, More Is Betterlibxsmm 2-1.17-3645M N K: 128Ubuntu 23.04Ubuntu 22.04400800120016002000SE +/- 44.57, N = 6SE +/- 27.11, N = 31930.81928.11. (CXX) g++ options: -dynamic -Bstatic -static-libgcc -lgomp -lm -lrt -ldl -lquadmath -lstdc++ -pthread -fPIC -std=c++14 -O2 -fopenmp-simd -funroll-loops -ftree-vectorize -fdata-sections -ffunction-sections -fvisibility=hidden -msse4.2
OpenBenchmarking.orgGFLOPS/s, More Is Betterlibxsmm 2-1.17-3645M N K: 128Ubuntu 23.04Ubuntu 22.0430060090012001500Min: 1817.5 / Avg: 1930.77 / Max: 2118.1Min: 1893.2 / Avg: 1928.13 / Max: 1981.51. (CXX) g++ options: -dynamic -Bstatic -static-libgcc -lgomp -lm -lrt -ldl -lquadmath -lstdc++ -pthread -fPIC -std=c++14 -O2 -fopenmp-simd -funroll-loops -ftree-vectorize -fdata-sections -ffunction-sections -fvisibility=hidden -msse4.2

OpenBenchmarking.orgGFLOPS/s, More Is Betterlibxsmm 2-1.17-3645M N K: 32Ubuntu 23.04Ubuntu 22.0430060090012001500SE +/- 40.91, N = 12SE +/- 33.79, N = 151196.81328.91. (CXX) g++ options: -dynamic -Bstatic -static-libgcc -lgomp -lm -lrt -ldl -lquadmath -lstdc++ -pthread -fPIC -std=c++14 -O2 -fopenmp-simd -funroll-loops -ftree-vectorize -fdata-sections -ffunction-sections -fvisibility=hidden -msse4.2
OpenBenchmarking.orgGFLOPS/s, More Is Betterlibxsmm 2-1.17-3645M N K: 32Ubuntu 23.04Ubuntu 22.042004006008001000Min: 1006.1 / Avg: 1196.77 / Max: 1412.2Min: 1131.8 / Avg: 1328.86 / Max: 1519.61. (CXX) g++ options: -dynamic -Bstatic -static-libgcc -lgomp -lm -lrt -ldl -lquadmath -lstdc++ -pthread -fPIC -std=c++14 -O2 -fopenmp-simd -funroll-loops -ftree-vectorize -fdata-sections -ffunction-sections -fvisibility=hidden -msse4.2

OpenBenchmarking.orgGFLOPS/s, More Is Betterlibxsmm 2-1.17-3645M N K: 64Ubuntu 23.04Ubuntu 22.04400800120016002000SE +/- 41.92, N = 12SE +/- 28.89, N = 151815.21870.51. (CXX) g++ options: -dynamic -Bstatic -static-libgcc -lgomp -lm -lrt -ldl -lquadmath -lstdc++ -pthread -fPIC -std=c++14 -O2 -fopenmp-simd -funroll-loops -ftree-vectorize -fdata-sections -ffunction-sections -fvisibility=hidden -msse4.2
OpenBenchmarking.orgGFLOPS/s, More Is Betterlibxsmm 2-1.17-3645M N K: 64Ubuntu 23.04Ubuntu 22.0430060090012001500Min: 1628.3 / Avg: 1815.23 / Max: 2106.3Min: 1710.7 / Avg: 1870.53 / Max: 2077.41. (CXX) g++ options: -dynamic -Bstatic -static-libgcc -lgomp -lm -lrt -ldl -lquadmath -lstdc++ -pthread -fPIC -std=c++14 -O2 -fopenmp-simd -funroll-loops -ftree-vectorize -fdata-sections -ffunction-sections -fvisibility=hidden -msse4.2

Liquid-DSP

LiquidSDR's Liquid-DSP is a software-defined radio (SDR) digital signal processing library. This test profile runs a multi-threaded benchmark of this SDR/DSP library focused on embedded platform usage. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 64 - Buffer Length: 256 - Filter Length: 32Ubuntu 23.04Ubuntu 22.04400M800M1200M1600M2000MSE +/- 2382109.24, N = 3SE +/- 4460194.32, N = 3198993333319756000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 64 - Buffer Length: 256 - Filter Length: 32Ubuntu 23.04Ubuntu 22.04300M600M900M1200M1500MMin: 1986100000 / Avg: 1989933333.33 / Max: 1994300000Min: 1967200000 / Avg: 1975600000 / Max: 19824000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 128 - Buffer Length: 256 - Filter Length: 32Ubuntu 23.04Ubuntu 22.04700M1400M2100M2800M3500MSE +/- 10835281.88, N = 3SE +/- 13675647.46, N = 3310630000030721000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 128 - Buffer Length: 256 - Filter Length: 32Ubuntu 23.04Ubuntu 22.04500M1000M1500M2000M2500MMin: 3093200000 / Avg: 3106300000 / Max: 3127800000Min: 3045900000 / Avg: 3072100000 / Max: 30920000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 224 - Buffer Length: 256 - Filter Length: 32Ubuntu 23.04Ubuntu 22.04900M1800M2700M3600M4500MSE +/- 13214007.72, N = 3SE +/- 15689947.24, N = 3423790000042537666671. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 224 - Buffer Length: 256 - Filter Length: 32Ubuntu 23.04Ubuntu 22.04700M1400M2100M2800M3500MMin: 4211600000 / Avg: 4237900000 / Max: 4253300000Min: 4233300000 / Avg: 4253766666.67 / Max: 42846000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 64 - Buffer Length: 256 - Filter Length: 512Ubuntu 23.04Ubuntu 22.04140M280M420M560M700MSE +/- 2175224.13, N = 3SE +/- 5495610.37, N = 36650300006675500001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 64 - Buffer Length: 256 - Filter Length: 512Ubuntu 23.04Ubuntu 22.04120M240M360M480M600MMin: 661070000 / Avg: 665030000 / Max: 668570000Min: 659230000 / Avg: 667550000 / Max: 6779300001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 128 - Buffer Length: 256 - Filter Length: 512Ubuntu 23.04Ubuntu 22.04200M400M600M800M1000MSE +/- 6672056.99, N = 3SE +/- 7247277.65, N = 39461333339304200001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 128 - Buffer Length: 256 - Filter Length: 512Ubuntu 23.04Ubuntu 22.04160M320M480M640M800MMin: 937720000 / Avg: 946133333.33 / Max: 959310000Min: 921720000 / Avg: 930420000 / Max: 9448100001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 224 - Buffer Length: 256 - Filter Length: 512Ubuntu 23.04Ubuntu 22.04200M400M600M800M1000MSE +/- 3337830.30, N = 3SE +/- 7056990.23, N = 3108313333310513666671. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 224 - Buffer Length: 256 - Filter Length: 512Ubuntu 23.04Ubuntu 22.04200M400M600M800M1000MMin: 1076500000 / Avg: 1083133333.33 / Max: 1087100000Min: 1040900000 / Avg: 1051366666.67 / Max: 10648000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Memcached

Memcached is a high performance, distributed memory object caching system. This Memcached test profiles makes use of memtier_benchmark for excuting this CPU/memory-focused server benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOps/sec, More Is BetterMemcached 1.6.19Set To Get Ratio: 1:10Ubuntu 23.04Ubuntu 22.04130K260K390K520K650KSE +/- 10608.70, N = 15SE +/- 7813.87, N = 15599628.31623717.411. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
OpenBenchmarking.orgOps/sec, More Is BetterMemcached 1.6.19Set To Get Ratio: 1:10Ubuntu 23.04Ubuntu 22.04110K220K330K440K550KMin: 539692.94 / Avg: 599628.31 / Max: 675122.09Min: 582678.32 / Avg: 623717.41 / Max: 676209.21. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenBenchmarking.orgOps/sec, More Is BetterMemcached 1.6.19Set To Get Ratio: 1:100Ubuntu 23.04Ubuntu 22.04110K220K330K440K550KSE +/- 8153.99, N = 15SE +/- 3294.51, N = 3501826.54500744.651. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
OpenBenchmarking.orgOps/sec, More Is BetterMemcached 1.6.19Set To Get Ratio: 1:100Ubuntu 23.04Ubuntu 22.0490K180K270K360K450KMin: 447387.72 / Avg: 501826.54 / Max: 565690.89Min: 497048.26 / Avg: 500744.65 / Max: 507316.611. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Meta Performance Per Watts

OpenBenchmarking.orgPerformance Per Watts, More Is BetterMeta Performance Per WattsPerformance Per WattsUbuntu 22.044008001200160020001894.53

miniBUDE

MiniBUDE is a mini application for the the core computation of the Bristol University Docking Engine (BUDE). This test profile currently makes use of the OpenMP implementation of miniBUDE for CPU benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFInst/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM1Ubuntu 23.04Ubuntu 22.045001000150020002500SE +/- 44.32, N = 15SE +/- 55.61, N = 152528.812434.091. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm
OpenBenchmarking.orgGFInst/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM1Ubuntu 23.04Ubuntu 22.04400800120016002000Min: 2185.77 / Avg: 2528.81 / Max: 2796.58Min: 2025.93 / Avg: 2434.09 / Max: 2709.411. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

OpenBenchmarking.orgBillion Interactions/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM1Ubuntu 23.04Ubuntu 22.0420406080100SE +/- 1.77, N = 15SE +/- 2.22, N = 15101.1597.361. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm
OpenBenchmarking.orgBillion Interactions/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM1Ubuntu 23.04Ubuntu 22.0420406080100Min: 87.43 / Avg: 101.15 / Max: 111.86Min: 81.04 / Avg: 97.36 / Max: 108.381. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

OpenBenchmarking.orgGFInst/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM2Ubuntu 23.04Ubuntu 22.046001200180024003000SE +/- 21.23, N = 15SE +/- 31.78, N = 42776.752639.291. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm
OpenBenchmarking.orgGFInst/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM2Ubuntu 23.04Ubuntu 22.045001000150020002500Min: 2630.16 / Avg: 2776.75 / Max: 2885.69Min: 2580.08 / Avg: 2639.29 / Max: 2721.781. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

OpenBenchmarking.orgBillion Interactions/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM2Ubuntu 23.04Ubuntu 22.0420406080100SE +/- 0.85, N = 15SE +/- 1.27, N = 4111.07105.571. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm
OpenBenchmarking.orgBillion Interactions/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM2Ubuntu 23.04Ubuntu 22.0420406080100Min: 105.21 / Avg: 111.07 / Max: 115.43Min: 103.2 / Avg: 105.57 / Max: 108.871. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

NAMD

NAMD is a parallel molecular dynamics code designed for high-performance simulation of large biomolecular systems. NAMD was developed by the Theoretical and Computational Biophysics Group in the Beckman Institute for Advanced Science and Technology at the University of Illinois at Urbana-Champaign. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsUbuntu 23.04Ubuntu 22.040.07350.1470.22050.2940.3675SE +/- 0.00600, N = 14SE +/- 0.00473, N = 150.326460.32225
OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsUbuntu 23.04Ubuntu 22.0412345Min: 0.28 / Avg: 0.33 / Max: 0.37Min: 0.29 / Avg: 0.32 / Max: 0.36

nginx

This is a benchmark of the lightweight Nginx HTTP(S) web-server. This Nginx web server benchmark test profile makes use of the wrk program for facilitating the HTTP requests over a fixed period time with a configurable number of concurrent clients/connections. HTTPS with a self-signed OpenSSL certificate is used by this test for local benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 500Ubuntu 23.04Ubuntu 22.0430K60K90K120K150KSE +/- 1330.04, N = 3SE +/- 836.61, N = 3124724.58131549.831. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2
OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 500Ubuntu 23.04Ubuntu 22.0420K40K60K80K100KMin: 122651.9 / Avg: 124724.58 / Max: 127204.89Min: 129907.33 / Avg: 131549.83 / Max: 132647.481. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

Numpy Benchmark

This is a test to obtain the general Numpy performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkUbuntu 23.04Ubuntu 22.04100200300400500SE +/- 5.52, N = 4SE +/- 4.01, N = 3472.63439.90
OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkUbuntu 23.04Ubuntu 22.0480160240320400Min: 456.93 / Avg: 472.63 / Max: 481.47Min: 432.15 / Avg: 439.9 / Max: 445.56

oneDNN

This is a test of the Intel oneDNN as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the Intel oneAPI toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.3Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 23.04Ubuntu 22.043K6K9K12K15KSE +/- 277.46, N = 9SE +/- 727.41, N = 1014593.5015662.22MIN: 8664.05-lpthread - MIN: 9645.271. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.3Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 23.04Ubuntu 22.043K6K9K12K15KMin: 13365.4 / Avg: 14593.51 / Max: 15994.6Min: 9847.39 / Avg: 15662.22 / Max: 18496.11. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.3Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 23.04Ubuntu 22.0430060090012001500SE +/- 8.91, N = 3SE +/- 7.30, N = 31379.261355.75MIN: 1265.95-lpthread - MIN: 1217.231. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.3Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPUUbuntu 23.04Ubuntu 22.042004006008001000Min: 1361.67 / Avg: 1379.26 / Max: 1390.5Min: 1341.51 / Avg: 1355.75 / Max: 1365.71. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -ldl

OpenFOAM

OpenFOAM is the leading free, open-source software for computational fluid dynamics (CFD). This test profile currently uses the drivaerFastback test case for analyzing automotive aerodynamics or alternatively the older motorBike input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Small Mesh Size - Mesh TimeUbuntu 23.04Ubuntu 22.0491827364539.4230.99-ldynamicMesh -lsampling-lfiniteVolume -lmeshTools -lparallel -lregionModels1. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lgenericPatchFields -llagrangian -lOpenFOAM -ldl -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Small Mesh Size - Execution TimeUbuntu 23.04Ubuntu 22.0491827364538.6038.19-ldynamicMesh -lsampling-lfiniteVolume -lmeshTools -lparallel -lregionModels1. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lgenericPatchFields -llagrangian -lOpenFOAM -ldl -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Medium Mesh Size - Mesh TimeUbuntu 23.04Ubuntu 22.044080120160200174.83151.03-ldynamicMesh -lsampling-lfiniteVolume -lmeshTools -lparallel -lregionModels1. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lgenericPatchFields -llagrangian -lOpenFOAM -ldl -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Medium Mesh Size - Execution TimeUbuntu 23.04Ubuntu 22.044080120160200202.91200.77-ldynamicMesh -lsampling-lfiniteVolume -lmeshTools -lparallel -lregionModels1. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lgenericPatchFields -llagrangian -lOpenFOAM -ldl -lm

OpenRadioss

OpenRadioss is an open-source AGPL-licensed finite element solver for dynamic event analysis OpenRadioss is based on Altair Radioss and open-sourced in 2022. This open-source finite element solver is benchmarked with various example models available from https://www.openradioss.org/models/ and https://github.com/OpenRadioss/ModelExchange/tree/main/Examples. This test is currently using a reference OpenRadioss binary build offered via GitHub. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Bumper BeamUbuntu 23.04Ubuntu 22.0420406080100SE +/- 0.47, N = 3SE +/- 0.44, N = 395.2597.39
OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Bumper BeamUbuntu 23.04Ubuntu 22.0420406080100Min: 94.31 / Avg: 95.25 / Max: 95.84Min: 96.85 / Avg: 97.39 / Max: 98.27

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Chrysler Neon 1MUbuntu 23.04Ubuntu 22.04306090120150SE +/- 1.48, N = 3SE +/- 0.40, N = 3131.14132.86
OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Chrysler Neon 1MUbuntu 23.04Ubuntu 22.0420406080100Min: 128.41 / Avg: 131.14 / Max: 133.5Min: 132.16 / Avg: 132.86 / Max: 133.54

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Cell Phone Drop TestUbuntu 23.04Ubuntu 22.04816243240SE +/- 0.05, N = 3SE +/- 0.21, N = 333.2133.50
OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Cell Phone Drop TestUbuntu 23.04Ubuntu 22.04714212835Min: 33.13 / Avg: 33.21 / Max: 33.29Min: 33.09 / Avg: 33.5 / Max: 33.8

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Bird Strike on WindshieldUbuntu 23.04Ubuntu 22.04306090120150SE +/- 0.61, N = 3SE +/- 1.23, N = 3157.19157.25
OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Bird Strike on WindshieldUbuntu 23.04Ubuntu 22.04306090120150Min: 156.08 / Avg: 157.19 / Max: 158.18Min: 155.5 / Avg: 157.25 / Max: 159.62

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Rubber O-Ring Seal InstallationUbuntu 23.04Ubuntu 22.04306090120150SE +/- 0.91, N = 3SE +/- 0.52, N = 3116.57117.80
OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: Rubber O-Ring Seal InstallationUbuntu 23.04Ubuntu 22.0420406080100Min: 114.97 / Avg: 116.57 / Max: 118.11Min: 116.82 / Avg: 117.8 / Max: 118.57

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: INIVOL and Fluid Structure Interaction Drop ContainerUbuntu 23.04Ubuntu 22.04306090120150SE +/- 0.65, N = 3SE +/- 0.46, N = 3137.43142.47
OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2023.09.15Model: INIVOL and Fluid Structure Interaction Drop ContainerUbuntu 23.04Ubuntu 22.04306090120150Min: 136.52 / Avg: 137.43 / Max: 138.7Min: 141.59 / Avg: 142.47 / Max: 143.13

OpenSSL

OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. The system/openssl test profiles relies on benchmarking the system/OS-supplied openssl binary rather than the pts/openssl test profile that uses the locally-built OpenSSL for benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgsign/s, More Is BetterOpenSSL