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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HPC - High Performance Computing 11 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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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 Distroshpcg: 104 104 104 - 60hpcg: 144 144 144 - 60minibude: OpenMP - BM1minibude: OpenMP - BM1minibude: OpenMP - BM2minibude: OpenMP - BM2namd: ATPase Simulation - 327,506 Atomslibxsmm: 128libxsmm: 32libxsmm: 64incompact3d: input.i3d 129 Cells Per Directionincompact3d: input.i3d 193 Cells Per Directionopenfoam: 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 Containerdacapobench: H2dacapobench: Jythonrenaissance: Scala Dottyrenaissance: Rand Forestrenaissance: ALS Movie Lensrenaissance: Apache Spark Bayesrenaissance: Savina Reactors.IOrenaissance: Apache Spark PageRankrenaissance: Finagle HTTP Requestsrenaissance: Akka Unbalanced Cobwebbed Treecompress-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 Speedsrsran: Downlink Processor Benchmarksrsran: PUSCH Processor Benchmark, Throughput Totalsrsran: PUSCH Processor Benchmark, Throughput Threadembree: Pathtracer ISPC - Crownembree: Pathtracer ISPC - Asian Dragonkvazaar: Bosphorus 4K - Very Fastkvazaar: Bosphorus 4K - Super Fastkvazaar: Bosphorus 4K - Ultra Fastsvt-av1: Preset 4 - Bosphorus 4Ksvt-av1: Preset 8 - Bosphorus 4Ksvt-av1: Preset 12 - Bosphorus 4Ksvt-av1: Preset 13 - Bosphorus 4Kuvg266: Bosphorus 4K - Slowuvg266: Bosphorus 4K - Mediumuvg266: Bosphorus 4K - Very Fastuvg266: Bosphorus 4K - Super Fastuvg266: Bosphorus 4K - Ultra Fastvvenc: Bosphorus 4K - Fastvvenc: Bosphorus 4K - Fasteroidn: RT.hdr_alb_nrm.3840x2160 - CPU-Onlyoidn: RT.ldr_alb_nrm.3840x2160 - CPU-Onlyoidn: RTLightmap.hdr.4096x4096 - CPU-Onlyospray: 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_timecompress-7zip: Compression Ratingcompress-7zip: Decompression Ratingavifenc: 6avifenc: 6, Losslessavifenc: 10, Losslessonednn: Recurrent Neural Network Training - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPUnumpy: liquid-dsp: 64 - 256 - 32liquid-dsp: 128 - 256 - 32liquid-dsp: 224 - 256 - 32liquid-dsp: 64 - 256 - 512liquid-dsp: 128 - 256 - 512liquid-dsp: 224 - 256 - 512openssl: openssl: clickhouse: 100M Rows Hits Dataset, First Run / Cold Cacheclickhouse: 100M Rows Hits Dataset, Second Runclickhouse: 100M Rows Hits Dataset, Third Runapache-iotdb: 800 - 100 - 500 - 400apache-iotdb: 800 - 100 - 500 - 400apache-iotdb: 800 - 100 - 800 - 400apache-iotdb: 800 - 100 - 800 - 400memcached: 1:10memcached: 1:100redis: GET - 500redis: SET - 500gromacs: MPI CPU - water_GMX50_barepgbench: 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 Latencytensorflow: CPU - 16 - ResNet-50tensorflow: CPU - 256 - ResNet-50blender: BMW27 - CPU-Onlyblender: Classroom - CPU-Onlyblender: Barbershop - CPU-Onlyopenvino: 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 - CPUrocksdb: Rand Readrocksdb: Update Randrocksdb: Read Rand Write Randhadoop: Delete - 50 - 1000000hadoop: Create - 100 - 1000000pybench: Total For Average Test Timespyperformance: gopyperformance: 2to3pyperformance: chaospyperformance: floatpyperformance: nbodypyperformance: pathlibpyperformance: raytracepyperformance: json_loadspyperformance: crypto_pyaespyperformance: regex_compilepyperformance: python_startuppyperformance: django_templatepyperformance: pickle_pure_pythonnginx: 500appleseed: Emilyappleseed: Disney Materialappleseed: Material Testerphpbench: PHP Benchmark SuiteUbuntu 23.04Ubuntu 22.04102.67677.36012528.808101.1522776.754111.0700.326461930.81196.81815.22.005710966.0756145539.41962338.600603174.83463202.9113595.25131.1433.21157.19116.57137.43198663895919.31853.428896.62712.916277.84961.219378.145287.91130.83154.946.22683.727.92832.9674.810598.8190.836.757437.064418.4922.2122.952.38023.41354.66056.9237.968.3715.3015.8516.322.5283.6262.232.241.1528.442127.673283.426711.126710.949239.038072549103738195.0808.7316.96914593.51379.26472.63198993333331063000004237900000665030000946133333108313333319701.81355014.9155.80170.24173.1243280940417.8147389394624.38599628.31501826.543012006.791916420.9012.1576353581.2626403971.5711852343.2421646960.78014.4944.8021.6453.14261.52467.0679.11325.27343.395056.4722.1016127.366.911514.3573.83616.8960.1025416.484.246329.8817.662404.8646.5389007.690.7038080739810279666518531912324164611622451.654.563.21320915.756.310811.427.7216124724.58284.67355691.161135376.1033995303298.515375.88422434.08897.3642639.288105.5720.322251928.11328.91870.51.975893096.4443840730.99281638.194808151.0314200.7709997.39132.8633.50157.25117.80142.47228093753980.11861.621108.02554.628378.65791.723731.453510.7942.13228.151.42823.229.82891.4678.610344.3178.536.739538.744819.9022.6423.912.44125.39555.94757.2568.098.5415.6915.7916.692.5423.8552.272.261.1827.826827.359380.657710.769310.421249.288122568253793474.8898.6047.36115662.221355.75439.90197560000030721000004253766667667550000930420000105136666720245.31349949.8156.54172.55177.6651368423351.8351342262577.21623717.41500744.652807752.581882918.1812.1606318931.2716236061.6202111137.9981787856.06114.4846.1921.9953.71262.72460.1280.31327.26341.345242.1521.3216072.386.931502.5274.40612.5660.5525126.844.296319.4217.692367.1647.2783575.100.7234963619110325869299722475616375217628074.076.994.414.233319.181.113312.134.8312131549.83286.25764985.422873347.915994966634OpenBenchmarking.org

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

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 22.04Ubuntu 23.040.07350.1470.22050.2940.3675SE +/- 0.00473, N = 15SE +/- 0.00600, N = 140.322250.32646
OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsUbuntu 22.04Ubuntu 23.0412345Min: 0.29 / Avg: 0.32 / Max: 0.36Min: 0.28 / Avg: 0.33 / Max: 0.37

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 22.04Ubuntu 23.0430060090012001500SE +/- 33.79, N = 15SE +/- 40.91, N = 121328.91196.81. (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 22.04Ubuntu 23.042004006008001000Min: 1131.8 / Avg: 1328.86 / Max: 1519.6Min: 1006.1 / Avg: 1196.77 / Max: 1412.21. (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 22.04Ubuntu 23.04400800120016002000SE +/- 28.89, N = 15SE +/- 41.92, N = 121870.51815.21. (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 22.04Ubuntu 23.0430060090012001500Min: 1710.7 / Avg: 1870.53 / Max: 2077.4Min: 1628.3 / Avg: 1815.23 / Max: 2106.31. (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

Xcompact3d Incompact3d

Xcompact3d Incompact3d is a Fortran-MPI based, finite difference high-performance code for solving the incompressible Navier-Stokes equation and as many as you need scalar transport equations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: input.i3d 129 Cells Per DirectionUbuntu 22.04Ubuntu 23.040.45130.90261.35391.80522.2565SE +/- 0.01292206, N = 9SE +/- 0.00950626, N = 31.975893092.005710961. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz
OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: input.i3d 129 Cells Per DirectionUbuntu 22.04Ubuntu 23.04246810Min: 1.91 / Avg: 1.98 / Max: 2.03Min: 2 / Avg: 2.01 / Max: 2.021. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: input.i3d 193 Cells Per DirectionUbuntu 23.04Ubuntu 22.04246810SE +/- 0.04653610, N = 15SE +/- 0.04176484, N = 156.075614556.444384071. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz
OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: input.i3d 193 Cells Per DirectionUbuntu 23.04Ubuntu 22.043691215Min: 5.82 / Avg: 6.08 / Max: 6.35Min: 6.15 / Avg: 6.44 / Max: 6.721. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

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 22.04Ubuntu 23.0491827364530.9939.42-lfiniteVolume -lmeshTools -lparallel -lregionModels-ldynamicMesh -lsampling1. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -llagrangian -lgenericPatchFields -lOpenFOAM -ldl -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Small Mesh Size - Execution TimeUbuntu 22.04Ubuntu 23.0491827364538.1938.60-lfiniteVolume -lmeshTools -lparallel -lregionModels-ldynamicMesh -lsampling1. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -llagrangian -lgenericPatchFields -lOpenFOAM -ldl -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Medium Mesh Size - Mesh TimeUbuntu 22.04Ubuntu 23.044080120160200151.03174.83-lfiniteVolume -lmeshTools -lparallel -lregionModels-ldynamicMesh -lsampling1. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -llagrangian -lgenericPatchFields -lOpenFOAM -ldl -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Medium Mesh Size - Execution TimeUbuntu 22.04Ubuntu 23.044080120160200200.77202.91-lfiniteVolume -lmeshTools -lparallel -lregionModels-ldynamicMesh -lsampling1. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -llagrangian -lgenericPatchFields -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

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 22.04Ubuntu 23.048001600240032004000SE +/- 133.04, N = 20SE +/- 231.46, N = 1637533895
OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: JythonUbuntu 22.04Ubuntu 23.047001400210028003500Min: 3319 / Avg: 3753.05 / Max: 5502Min: 3113 / Avg: 3895.31 / Max: 5533

Renaissance

Renaissance is a suite of benchmarks designed to test the Java JVM from Apache Spark to a Twitter-like service to Scala and other features. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Scala DottyUbuntu 23.04Ubuntu 22.042004006008001000SE +/- 24.95, N = 15SE +/- 18.18, N = 15919.3980.1MIN: 615.34 / MAX: 2847.74MIN: 648.36 / MAX: 3175.49
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Scala DottyUbuntu 23.04Ubuntu 22.042004006008001000Min: 793.7 / Avg: 919.34 / Max: 1104.95Min: 863.85 / Avg: 980.06 / Max: 1102.54

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Random ForestUbuntu 23.04Ubuntu 22.04400800120016002000SE +/- 13.67, N = 3SE +/- 33.63, N = 121853.41861.6MIN: 1540.7 / MAX: 2511.91MIN: 1313.89 / MAX: 2805.42
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Random ForestUbuntu 23.04Ubuntu 22.0430060090012001500Min: 1830.4 / Avg: 1853.42 / Max: 1877.71Min: 1666.31 / Avg: 1861.58 / Max: 2009.48

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: ALS Movie LensUbuntu 22.04Ubuntu 23.046K12K18K24K30KSE +/- 354.60, N = 9SE +/- 623.64, N = 621108.028896.6MIN: 17287.27 / MAX: 27400.12MIN: 22999.73 / MAX: 39599.89
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: ALS Movie LensUbuntu 22.04Ubuntu 23.045K10K15K20K25KMin: 19609.53 / Avg: 21107.99 / Max: 22817.27Min: 26285.81 / Avg: 28896.56 / Max: 30938.52

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark BayesUbuntu 22.04Ubuntu 23.046001200180024003000SE +/- 21.10, N = 15SE +/- 72.54, N = 152554.62712.9MIN: 1105.84 / MAX: 6590.98MIN: 630.89 / MAX: 6260.44
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark BayesUbuntu 22.04Ubuntu 23.045001000150020002500Min: 2296.48 / Avg: 2554.57 / Max: 2637.21Min: 2269.01 / Avg: 2712.89 / Max: 3090.16

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Savina Reactors.IOUbuntu 23.04Ubuntu 22.046K12K18K24K30KSE +/- 203.55, N = 3SE +/- 544.94, N = 916277.828378.6MIN: 15959.38 / MAX: 31275.85MIN: 24488.11 / MAX: 54448.55
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Savina Reactors.IOUbuntu 23.04Ubuntu 22.045K10K15K20K25KMin: 15959.38 / Avg: 16277.75 / Max: 16656.66Min: 25746.35 / Avg: 28378.65 / Max: 31005.06

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark PageRankUbuntu 23.04Ubuntu 22.0412002400360048006000SE +/- 123.15, N = 12SE +/- 68.33, N = 34961.25791.7MIN: 2972.29 / MAX: 7999.32MIN: 3887.37 / MAX: 7904.31
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Apache Spark PageRankUbuntu 23.04Ubuntu 22.0410002000300040005000Min: 4208.14 / Avg: 4961.25 / Max: 5589Min: 5658.13 / Avg: 5791.69 / Max: 5883.51

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Finagle HTTP RequestsUbuntu 23.04Ubuntu 22.045K10K15K20K25KSE +/- 232.89, N = 3SE +/- 482.14, N = 919378.123731.4MIN: 16059.97 / MAX: 19838.17MIN: 18921.39 / MAX: 25419.48
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Finagle HTTP RequestsUbuntu 23.04Ubuntu 22.044K8K12K16K20KMin: 18920.93 / Avg: 19378.1 / Max: 19683.9Min: 21131.41 / Avg: 23731.44 / Max: 25419.48

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Akka Unbalanced Cobwebbed TreeUbuntu 23.04Ubuntu 22.0411K22K33K44K55KSE +/- 234.36, N = 3SE +/- 565.20, N = 945287.953510.7MIN: 33697.71 / MAX: 48659.35MIN: 36510.64 / MAX: 56207.73
OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Akka Unbalanced Cobwebbed TreeUbuntu 23.04Ubuntu 22.049K18K27K36K45KMin: 44827.76 / Avg: 45287.91 / Max: 45595.28Min: 51835.19 / Avg: 53510.74 / Max: 56207.73

Zstd Compression

This test measures the time needed to compress/decompress a sample input file using Zstd compression supplied by the system or otherwise externally of the test profile. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Compression SpeedUbuntu 23.04Ubuntu 22.042004006008001000SE +/- 53.57, N = 12SE +/- 20.54, N = 121130.8942.11. Ubuntu 23.04: *** Zstandard CLI (64-bit) v1.5.4, by Yann Collet ***2. Ubuntu 22.04: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***
OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Compression SpeedUbuntu 23.04Ubuntu 22.042004006008001000Min: 783.2 / Avg: 1130.84 / Max: 1503.2Min: 818.9 / Avg: 942.13 / Max: 10741. Ubuntu 23.04: *** Zstandard CLI (64-bit) v1.5.4, by Yann Collet ***2. Ubuntu 22.04: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Decompression SpeedUbuntu 22.04Ubuntu 23.047001400210028003500SE +/- 29.89, N = 12SE +/- 46.81, N = 123228.13154.91. Ubuntu 22.04: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***2. Ubuntu 23.04: *** Zstandard CLI (64-bit) v1.5.4, by Yann Collet ***
OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 8 - Decompression SpeedUbuntu 22.04Ubuntu 23.046001200180024003000Min: 2921.7 / Avg: 3228.13 / Max: 3293Min: 2805.4 / Avg: 3154.94 / Max: 3288.61. Ubuntu 22.04: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***2. Ubuntu 23.04: *** Zstandard CLI (64-bit) v1.5.4, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Compression SpeedUbuntu 22.04Ubuntu 23.041224364860SE +/- 1.13, N = 15SE +/- 1.72, N = 1251.446.21. Ubuntu 22.04: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***2. Ubuntu 23.04: *** Zstandard CLI (64-bit) v1.5.4, by Yann Collet ***
OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Compression SpeedUbuntu 22.04Ubuntu 23.041020304050Min: 45.1 / Avg: 51.37 / Max: 62.6Min: 36.1 / Avg: 46.2 / Max: 58.11. Ubuntu 22.04: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***2. Ubuntu 23.04: *** Zstandard CLI (64-bit) v1.5.4, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Decompression SpeedUbuntu 22.04Ubuntu 23.046001200180024003000SE +/- 22.65, N = 15SE +/- 3.08, N = 122823.22683.71. Ubuntu 22.04: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***2. Ubuntu 23.04: *** Zstandard CLI (64-bit) v1.5.4, by Yann Collet ***
OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Decompression SpeedUbuntu 22.04Ubuntu 23.045001000150020002500Min: 2508.6 / Avg: 2823.17 / Max: 2854.2Min: 2664.1 / Avg: 2683.68 / Max: 2694.21. Ubuntu 22.04: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***2. Ubuntu 23.04: *** Zstandard CLI (64-bit) v1.5.4, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Compression SpeedUbuntu 22.04Ubuntu 23.04714212835SE +/- 0.44, N = 12SE +/- 0.63, N = 1529.827.91. Ubuntu 22.04: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***2. Ubuntu 23.04: *** Zstandard CLI (64-bit) v1.5.4, by Yann Collet ***
OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Compression SpeedUbuntu 22.04Ubuntu 23.04714212835Min: 27 / Avg: 29.78 / Max: 31.5Min: 22.5 / Avg: 27.93 / Max: 32.31. Ubuntu 22.04: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***2. Ubuntu 23.04: *** Zstandard CLI (64-bit) v1.5.4, by Yann Collet ***

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Decompression SpeedUbuntu 22.04Ubuntu 23.046001200180024003000SE +/- 1.05, N = 12SE +/- 1.31, N = 152891.42832.91. Ubuntu 22.04: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***2. Ubuntu 23.04: *** Zstandard CLI (64-bit) v1.5.4, by Yann Collet ***
OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Decompression SpeedUbuntu 22.04Ubuntu 23.045001000150020002500Min: 2887 / Avg: 2891.38 / Max: 2899.6Min: 2821.7 / Avg: 2832.89 / Max: 2839.61. Ubuntu 22.04: *** zstd command line interface 64-bits v1.4.8, by Yann Collet ***2. Ubuntu 23.04: *** Zstandard CLI (64-bit) v1.5.4, by Yann Collet ***

srsRAN Project

srsRAN Project is a complete ORAN-native 5G RAN solution created by Software Radio Systems (SRS). The srsRAN Project radio suite was formerly known as srsLTE and can be used for building your own software-defined radio (SDR) 4G/5G mobile network. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMbps, More Is BettersrsRAN Project 23.5Test: Downlink Processor BenchmarkUbuntu 22.04Ubuntu 23.04150300450600750SE +/- 5.05, N = 3SE +/- 2.92, N = 3678.6674.81. (CXX) g++ options: -march=native -mfma -O3 -fno-trapping-math -fno-math-errno -lgtest
OpenBenchmarking.orgMbps, More Is BettersrsRAN Project 23.5Test: Downlink Processor BenchmarkUbuntu 22.04Ubuntu 23.04120240360480600Min: 669.2 / Avg: 678.57 / Max: 686.5Min: 669.9 / Avg: 674.77 / Max: 6801. (CXX) g++ options: -march=native -mfma -O3 -fno-trapping-math -fno-math-errno -lgtest

OpenBenchmarking.orgMbps, More Is BettersrsRAN Project 23.5Test: PUSCH Processor Benchmark, Throughput TotalUbuntu 23.04Ubuntu 22.042K4K6K8K10KSE +/- 309.18, N = 15SE +/- 160.30, N = 1410598.810344.31. (CXX) g++ options: -march=native -mfma -O3 -fno-trapping-math -fno-math-errno -lgtest
OpenBenchmarking.orgMbps, More Is BettersrsRAN Project 23.5Test: PUSCH Processor Benchmark, Throughput TotalUbuntu 23.04Ubuntu 22.042K4K6K8K10KMin: 7546.9 / Avg: 10598.81 / Max: 11739.6Min: 8985.2 / Avg: 10344.32 / Max: 11194.51. (CXX) g++ options: -march=native -mfma -O3 -fno-trapping-math -fno-math-errno -lgtest

OpenBenchmarking.orgMbps, More Is BettersrsRAN Project 23.5Test: PUSCH Processor Benchmark, Throughput ThreadUbuntu 23.04Ubuntu 22.044080120160200SE +/- 7.02, N = 12SE +/- 5.59, N = 14190.8178.51. (CXX) g++ options: -march=native -mfma -O3 -fno-trapping-math -fno-math-errno -lgtest
OpenBenchmarking.orgMbps, More Is BettersrsRAN Project 23.5Test: PUSCH Processor Benchmark, Throughput ThreadUbuntu 23.04Ubuntu 22.04306090120150Min: 114.1 / Avg: 190.75 / Max: 201.9Min: 106.2 / Avg: 178.51 / Max: 187.21. (CXX) g++ options: -march=native -mfma -O3 -fno-trapping-math -fno-math-errno -lgtest

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 22.04Ubuntu 23.04918273645SE +/- 0.76, N = 15SE +/- 0.45, N = 1238.7437.06MIN: 30.62 / MAX: 58.26MIN: 28.65 / MAX: 48.65
OpenBenchmarking.orgFrames Per Second, More Is BetterEmbree 4.1Binary: Pathtracer ISPC - Model: Asian DragonUbuntu 22.04Ubuntu 23.04816243240Min: 35.71 / Avg: 38.74 / Max: 46.11Min: 33.43 / Avg: 37.06 / Max: 39.3

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 22.04Ubuntu 23.04510152025SE +/- 0.18, N = 3SE +/- 0.11, N = 319.9018.491. (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 22.04Ubuntu 23.04510152025Min: 19.63 / Avg: 19.9 / Max: 20.23Min: 18.28 / Avg: 18.49 / Max: 18.611. (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 22.04Ubuntu 23.04510152025SE +/- 0.15, N = 3SE +/- 0.11, N = 322.6422.211. (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 22.04Ubuntu 23.04510152025Min: 22.35 / Avg: 22.64 / Max: 22.83Min: 22 / Avg: 22.21 / Max: 22.351. (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 22.04Ubuntu 23.04612182430SE +/- 0.32, N = 3SE +/- 0.22, N = 323.9122.951. (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 22.04Ubuntu 23.04612182430Min: 23.4 / Avg: 23.91 / Max: 24.5Min: 22.51 / Avg: 22.95 / Max: 23.231. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 4 - Input: Bosphorus 4KUbuntu 22.04Ubuntu 23.040.54921.09841.64762.19682.746SE +/- 0.016, N = 13SE +/- 0.025, N = 152.4412.3801. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 4 - Input: Bosphorus 4KUbuntu 22.04Ubuntu 23.04246810Min: 2.34 / Avg: 2.44 / Max: 2.55Min: 2.25 / Avg: 2.38 / Max: 2.571. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 8 - Input: Bosphorus 4KUbuntu 22.04Ubuntu 23.04612182430SE +/- 0.47, N = 12SE +/- 0.31, N = 325.4023.411. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 8 - Input: Bosphorus 4KUbuntu 22.04Ubuntu 23.04612182430Min: 22.77 / Avg: 25.39 / Max: 28.59Min: 22.83 / Avg: 23.41 / Max: 23.891. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 12 - Input: Bosphorus 4KUbuntu 22.04Ubuntu 23.041326395265SE +/- 1.55, N = 15SE +/- 0.35, N = 355.9554.661. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 12 - Input: Bosphorus 4KUbuntu 22.04Ubuntu 23.041122334455Min: 47.22 / Avg: 55.95 / Max: 70.06Min: 54.1 / Avg: 54.66 / Max: 55.311. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 13 - Input: Bosphorus 4KUbuntu 22.04Ubuntu 23.041326395265SE +/- 1.51, N = 15SE +/- 0.98, N = 1557.2656.921. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq
OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.7Encoder Mode: Preset 13 - Input: Bosphorus 4KUbuntu 22.04Ubuntu 23.041122334455Min: 43.09 / Avg: 57.26 / Max: 64.77Min: 49.55 / Avg: 56.92 / Max: 63.231. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

uvg266

uvg266 is an open-source VVC/H.266 (Versatile Video Coding) encoder based on Kvazaar as part of the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: SlowUbuntu 22.04Ubuntu 23.04246810SE +/- 0.02, N = 3SE +/- 0.01, N = 38.097.96
OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: SlowUbuntu 22.04Ubuntu 23.043691215Min: 8.07 / Avg: 8.09 / Max: 8.12Min: 7.94 / Avg: 7.96 / Max: 7.97

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: MediumUbuntu 22.04Ubuntu 23.04246810SE +/- 0.02, N = 3SE +/- 0.04, N = 38.548.37
OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: MediumUbuntu 22.04Ubuntu 23.043691215Min: 8.5 / Avg: 8.54 / Max: 8.58Min: 8.31 / Avg: 8.37 / Max: 8.44

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Very FastUbuntu 22.04Ubuntu 23.0448121620SE +/- 0.02, N = 3SE +/- 0.02, N = 315.6915.30
OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Very FastUbuntu 22.04Ubuntu 23.0448121620Min: 15.66 / Avg: 15.69 / Max: 15.73Min: 15.26 / Avg: 15.3 / Max: 15.32

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Super FastUbuntu 23.04Ubuntu 22.0448121620SE +/- 0.02, N = 3SE +/- 0.09, N = 315.8515.79
OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Super FastUbuntu 23.04Ubuntu 22.0448121620Min: 15.82 / Avg: 15.85 / Max: 15.89Min: 15.61 / Avg: 15.79 / Max: 15.9

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Ultra FastUbuntu 22.04Ubuntu 23.0448121620SE +/- 0.13, N = 9SE +/- 0.07, N = 316.6916.32
OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Ultra FastUbuntu 22.04Ubuntu 23.0448121620Min: 16.31 / Avg: 16.69 / Max: 17.54Min: 16.19 / Avg: 16.32 / Max: 16.42

VVenC

VVenC is the Fraunhofer Versatile Video Encoder as a fast/efficient H.266/VVC encoder. The vvenc encoder makes use of SIMD Everywhere (SIMDe). The vvenc software is published under the Clear BSD License. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 4K - Video Preset: FastUbuntu 22.04Ubuntu 23.040.5721.1441.7162.2882.86SE +/- 0.015, N = 3SE +/- 0.023, N = 72.5422.528-flto1. (CXX) g++ options: -O3 -fno-fat-lto-objects -flto=auto
OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 4K - Video Preset: FastUbuntu 22.04Ubuntu 23.04246810Min: 2.52 / Avg: 2.54 / Max: 2.57Min: 2.42 / Avg: 2.53 / Max: 2.611. (CXX) g++ options: -O3 -fno-fat-lto-objects -flto=auto

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 4K - Video Preset: FasterUbuntu 22.04Ubuntu 23.040.86741.73482.60223.46964.337SE +/- 0.047, N = 3SE +/- 0.058, N = 123.8553.626-flto1. (CXX) g++ options: -O3 -fno-fat-lto-objects -flto=auto
OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 4K - Video Preset: FasterUbuntu 22.04Ubuntu 23.04246810Min: 3.76 / Avg: 3.86 / Max: 3.91Min: 3.38 / Avg: 3.63 / Max: 3.931. (CXX) g++ options: -O3 -fno-fat-lto-objects -flto=auto

Intel Open Image Denoise

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 2.1Run: RT.hdr_alb_nrm.3840x2160 - Device: CPU-OnlyUbuntu 22.04Ubuntu 23.040.51081.02161.53242.04322.554SE +/- 0.03, N = 15SE +/- 0.03, N = 152.272.23
OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 2.1Run: RT.hdr_alb_nrm.3840x2160 - Device: CPU-OnlyUbuntu 22.04Ubuntu 23.04246810Min: 2.06 / Avg: 2.27 / Max: 2.44Min: 2.03 / Avg: 2.23 / Max: 2.4

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 2.1Run: RT.ldr_alb_nrm.3840x2160 - Device: CPU-OnlyUbuntu 22.04Ubuntu 23.040.50851.0171.52552.0342.5425SE +/- 0.02, N = 15SE +/- 0.03, N = 152.262.24
OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 2.1Run: RT.ldr_alb_nrm.3840x2160 - Device: CPU-OnlyUbuntu 22.04Ubuntu 23.04246810Min: 2.13 / Avg: 2.26 / Max: 2.39Min: 2.05 / Avg: 2.24 / Max: 2.43

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 2.1Run: RTLightmap.hdr.4096x4096 - Device: CPU-OnlyUbuntu 22.04Ubuntu 23.040.26550.5310.79651.0621.3275SE +/- 0.01, N = 5SE +/- 0.01, N = 31.181.15
OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 2.1Run: RTLightmap.hdr.4096x4096 - Device: CPU-OnlyUbuntu 22.04Ubuntu 23.04246810Min: 1.15 / Avg: 1.18 / Max: 1.22Min: 1.13 / Avg: 1.15 / Max: 1.17

OSPRay

Intel OSPRay is a portable ray-tracing engine for high-performance, high-fidelity scientific visualizations. OSPRay builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/ao/real_timeUbuntu 23.04Ubuntu 22.04714212835SE +/- 0.02, N = 3SE +/- 0.05, N = 328.4427.83
OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/ao/real_timeUbuntu 23.04Ubuntu 22.04612182430Min: 28.42 / Avg: 28.44 / Max: 28.48Min: 27.74 / Avg: 27.83 / Max: 27.92

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/scivis/real_timeUbuntu 23.04Ubuntu 22.04714212835SE +/- 0.08, N = 3SE +/- 0.18, N = 327.6727.36
OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/scivis/real_timeUbuntu 23.04Ubuntu 22.04612182430Min: 27.51 / Avg: 27.67 / Max: 27.75Min: 27.06 / Avg: 27.36 / Max: 27.67

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/pathtracer/real_timeUbuntu 23.04Ubuntu 22.0420406080100SE +/- 3.15, N = 9SE +/- 2.80, N = 1283.4380.66
OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/pathtracer/real_timeUbuntu 23.04Ubuntu 22.041632486480Min: 61.1 / Avg: 83.43 / Max: 93.45Min: 63.94 / Avg: 80.66 / Max: 93.37

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/ao/real_timeUbuntu 23.04Ubuntu 22.043691215SE +/- 0.22, N = 15SE +/- 0.13, N = 311.1310.77
OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/ao/real_timeUbuntu 23.04Ubuntu 22.043691215Min: 10.03 / Avg: 11.13 / Max: 12.85Min: 10.53 / Avg: 10.77 / Max: 10.96

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/scivis/real_time