Microsoft Azure HBv4 HPC Comparison Benchmarks

Benchmarks for a future article on Phoronix looking at HBv4 Genoa-X Linux performance..

HTML result view exported from: https://openbenchmarking.org/result/2307288-NE-2307274NE45&sor&grs.

Microsoft Azure HBv4 HPC Comparison BenchmarksProcessorMotherboardMemoryDiskGraphicsOSKernelCompilerFile-SystemScreen ResolutionSystem LayerHCHBv2HBv3HBv4HBv4 + OptimizationsHBv3 + OptimizationsHBv2 + OptimizationsHC + Optimizations2 x Intel Xeon Platinum 8168 (44 Cores)Microsoft Virtual Machine (Hyper-V UEFI v4.1 BIOS)1 GB + 60928 MB + 118272 MB + 176 GB32GB Virtual Disk + 752GB Virtual Disk hyperv_fbAlmaLinux 8.74.18.0-425.3.1.el8.x86_64 (x86_64)GCC 8.5.0 20210514 + CUDA 12.1nfs1024x768microsoft2 x AMD EPYC 7V12 64-Core (120 Cores)1 GB + 59 GB + 54 GB + 114 GB + 114 GB + 114 GB960GB Microsoft NVMe Direct Disk + 32GB Virtual Disk + 515GB Virtual Diskhyperv_fb2 x AMD EPYC 7V73X 64-Core (120 Cores)2 x 960GB Microsoft NVMe Direct Disk + 32GB Virtual Disk + 515GB Virtual Disk2 x AMD EPYC 9V33X 96-Core (176 Cores)1 GB + 59 GB + 116 GB + 176 GB + 176 GB + 176 GB2 x 1920GB Microsoft NVMe Direct Disk + 32GB Virtual Disk + 515GB Virtual DiskAlmaLinux 8.82 x 1920GB Microsoft NVMe Direct Disk + 32GB Virtual Disk + 515GB Virtual DiskGCC 13.1.0 + CUDA 12.12 x AMD EPYC 7V73X 64-Core (120 Cores)1 GB + 59 GB + 54 GB + 114 GB + 114 GB + 114 GB2 x 960GB Microsoft NVMe Direct Disk + 32GB Virtual Disk + 515GB Virtual DiskAlmaLinux 8.72 x AMD EPYC 7V12 64-Core (120 Cores)960GB Microsoft NVMe Direct Disk + 32GB Virtual Disk + 515GB Virtual Disk2 x Intel Xeon Platinum 8168 (44 Cores)1 GB + 60928 MB + 118272 MB + 176 GB32GB Virtual Disk + 752GB Virtual DiskOpenBenchmarking.orgKernel Details- HBv4 + Optimizations, HBv3 + Optimizations, HBv2 + Optimizations, HC + Optimizations: Transparent Huge Pages: alwaysEnvironment Details- HBv4 + Optimizations, HBv3 + Optimizations, HBv2 + Optimizations, HC + Optimizations: CFLAGS="-O3 -march=native" CXXFLAGS="-O3 -march=native"Compiler Details- HBv4 + Optimizations, HBv3 + Optimizations, HBv2 + Optimizations, HC + Optimizations: --disable-multilib --enable-checking=releaseProcessor Details- HBv4 + Optimizations, HBv3 + Optimizations, HBv2 + Optimizations, HC + Optimizations: CPU Microcode: 0xffffffffPython Details- HBv4 + Optimizations, HBv3 + Optimizations, HBv2 + Optimizations, HC + Optimizations: Python 3.6.8Security Details- HBv4 + Optimizations: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Vulnerable + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines STIBP: disabled RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected- HBv3 + Optimizations: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Vulnerable + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines STIBP: disabled RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected- HBv2 + Optimizations: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Mitigation of untrained return thunk; SMT disabled + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines STIBP: disabled RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected- HC + Optimizations: itlb_multihit: Not affected + l1tf: Mitigation of PTE Inversion + mds: Vulnerable: Clear buffers attempted no microcode; SMT Host state unknown + meltdown: Mitigation of PTI + mmio_stale_data: Vulnerable: Clear buffers attempted no microcode; SMT Host state unknown + retbleed: Vulnerable + spec_store_bypass: Vulnerable + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines STIBP: disabled RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Vulnerable: Clear buffers attempted no microcode; SMT Host state unknown

Microsoft Azure HBv4 HPC Comparison Benchmarkslibxsmm: 256pennant: sedovbiglibxsmm: 128heffte: c2c - FFTW - float-long - 512heffte: c2c - FFTW - float - 512heffte: c2c - Stock - float - 512heffte: c2c - Stock - float-long - 512npb: EP.Dblender: Classroom - CPU-Onlyheffte: r2c - FFTW - float-long - 512heffte: r2c - FFTW - float - 512blender: Barbershop - CPU-Onlyheffte: r2c - Stock - float - 512heffte: r2c - Stock - float-long - 512blender: Pabellon Barcelona - CPU-Onlyblender: Fishy Cat - CPU-Onlyheffte: r2c - Stock - double - 512heffte: r2c - Stock - double-long - 512heffte: r2c - FFTW - double-long - 512heffte: r2c - FFTW - double - 512npb: CG.Ccompress-7zip: Compression Ratingblender: BMW27 - CPU-Onlypennant: leblancbigcompress-7zip: Decompression Ratingheffte: c2c - Stock - double - 512heffte: c2c - Stock - double-long - 512heffte: r2c - FFTW - double-long - 256heffte: c2c - FFTW - double - 512heffte: c2c - FFTW - double-long - 512heffte: r2c - FFTW - double - 256ospray: gravity_spheres_volume/dim_512/scivis/real_timeheffte: c2c - FFTW - float - 256ospray: gravity_spheres_volume/dim_512/ao/real_timeheffte: r2c - Stock - double - 256heffte: c2c - FFTW - float-long - 256liquid-dsp: 176 - 256 - 57heffte: r2c - Stock - double-long - 256liquid-dsp: 176 - 256 - 512heffte: c2c - Stock - float-long - 256ospray: particle_volume/scivis/real_timeheffte: c2c - FFTW - double - 256heffte: c2c - Stock - float - 256ospray: particle_volume/ao/real_timeheffte: c2c - Stock - double-long - 256heffte: c2c - FFTW - double-long - 256heffte: c2c - Stock - double - 256liquid-dsp: 176 - 256 - 32npb: SP.Cpetsc: Streamsnamd: ATPase Simulation - 327,506 Atomsheffte: r2c - FFTW - float - 256heffte: r2c - Stock - float-long - 256heffte: r2c - FFTW - float-long - 256liquid-dsp: 128 - 256 - 57hpcg: 160 160 160 - 60hpcg: 104 104 104 - 60hpcg: 144 144 144 - 60heffte: r2c - Stock - float - 256ospray: gravity_spheres_volume/dim_512/pathtracer/real_timeliquid-dsp: 128 - 256 - 32npb: BT.Cnpb: MG.Conednn: IP Shapes 3D - f32 - CPUonednn: Deconvolution Batch shapes_3d - f32 - CPUpgbench: 1 - 800 - Read Only - Average Latencypgbench: 1 - 800 - Read Onlyonednn: Recurrent Neural Network Training - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Training - f32 - CPUpgbench: 1 - 500 - Read Onlypgbench: 1 - 500 - Read Only - Average Latencyonednn: Recurrent Neural Network Inference - f32 - CPUonednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPUbuild-nodejs: Time To Compileliquid-dsp: 32 - 256 - 57libxsmm: 64npb: FT.Conednn: Convolution Batch Shapes Auto - f32 - CPUnpb: IS.Donednn: IP Shapes 1D - f32 - CPUoidn: RT.ldr_alb_nrm.3840x2160 - CPU-Onlyoidn: RT.hdr_alb_nrm.3840x2160 - CPU-Onlyremhos: Sample Remap Exampleoidn: RTLightmap.hdr.4096x4096 - CPU-Onlylaghos: Sedov Blast Wave, ube_922_hex.meshheffte: c2c - FFTW - double-long - 128laghos: Triple Point Problemliquid-dsp: 32 - 256 - 32liquid-dsp: 1 - 256 - 32build-linux-kernel: allmodconfigospray: particle_volume/pathtracer/real_timemt-dgemm: Sustained Floating-Point Rateheffte: c2c - Stock - double - 128heffte: c2c - FFTW - double - 128libxsmm: 32HCHBv2HBv3HBv4HBv4 + OptimizationsHBv3 + OptimizationsHBv2 + OptimizationsHC + Optimizations898.825.019561328.462.902762.975057.764357.92031642.03138.81113.940114.025524.86110.049110.197176.2172.5759.821659.895460.820460.880414356.2021073250.5310.6454814819331.571831.584657.129033.519333.554557.31018.9872358.35679.4942160.572758.5498166473333360.887252921333359.55278.9702030.119059.72928.9754730.267230.217530.1663156613333312907.54151286.24910.52650123.632131.962122.772157240000025.563525.997125.8659134.76010.0490151260000028794.2819508.002.079201.244800.6881161800707.322707.35313548770.369450.247442.471330.613721290909731.620188.893.111211181.480.8824461.841.8227.3780.88247.4958.9125156.52964423333317963331950.62686.573414.34083041.734559.1442379.91444.25.9158051519.596.494195.880193.792393.25733222.8250.86191.141191.775210.18190.949189.20864.1426.1994.530195.198991.429691.480222314.0248945619.463.46688537104446.979446.928988.608147.605047.369691.91868.1235691.53838.6732793.313790.7883410670000092.388382565333392.129022.153350.903291.260122.333650.075951.195450.7070402710000032495.89197895.47170.26385203.772211.418200.035404593333336.016737.041036.0866205.20613.9151392593333366829.1843410.716.838251.610020.32824396501367.731345.1424662490.203896.813910.937194.3671193400000411.741977.690.5738781884.221.407582.032.0814.9311.04345.1461.1403183.821061433333332116671782.933157.1335.89990351.395559.4244195.12032.16.2771072284.6135.950135.694123.242124.5952879.0851.08257.419254.252189.30232.166233.79762.6425.47117.731118.236120.957121.28321551.4855829019.493.64931739750556.216156.2690106.63257.330757.2263103.245711.1845103.514711.7485102.7046105.0933563433333105.5003735370000105.36124.173639.8117103.40924.458638.569439.370938.4461341953333331024.76284001.91620.27115198.660207.974221.861351630000039.110639.609338.9739214.06314.6067336673333362427.8646705.470.6242331.408620.3322407602886.810860.97523750050.210533.496529.973185.56710860000002435.636619.290.5567412793.550.9100911.691.6815.2560.79361.8156.8693192.74917336667328173331889.463168.24225.10487650.606859.38111506.36983.23.5813916585.6355.512355.855323.356323.6965985.7525.26624.951622.58096.77596.226590.92533.4013.96311.803311.267315.982314.33640326.2910322679.972.122074727995154.648154.568273.121159.175159.258261.90337.0918256.34938.0764264.954255.9686758166667258.7162058233333247.72536.5671123.391244.34236.6121123.408122.981121.605612223333368819.34598417.69570.14292442.829467.718427.101516823333387.901389.384088.5160459.91832.79114426300000151067.81108125.860.3061410.5828060.2563123042533.494535.85331398460.159401.855411.234150.55813905400005719.069051.630.2764725870.000.7529293.133.0815.3701.29402.9485.0078228.151113300000353626671681.255208.33853.17569187.662380.25145006.86908.66655.29031.4625.6197.5233.0113.7474101.94108352310.1174285937.062438.07697095033333222196666736.544636.65486181766667427298.990.14380541290000032.58394467266667744413.90437417.160.254314617331618480.15814632000005898.2230164.7912967.373.083.111.32112286666735693667208.05052.8024406163.02045.72273.54840.0750.71188.9662.9025.5936681.4356659519.4340651611.172311.7501428153333381495000024.219724.47103864000000205795.590.27111421696666714.60883832800000313813.98131635.410.323247891724347490.20613477333332413.7102122.365730.011.691.720.80104500000037175000167.50425.0483521438.11128.31011.45542.0850.95211.4664.8426.4336367.3550153419.583885778.323238.66888435010000092424333322.174722.36684275533333104771.900.26505430913333313.94164196833333241509.88108985.720.323248132024673280.2031257833333331.498485.233977.022.012.030.96113673333335080667162.4496.395415164.8904.11284.81853.47138.51526.93175.0771.7627619.0521645149.951508419.026899.5229316830333335446266678.878318.99618153663333341543.940.52697157063333310.06111478433333106230.5263404.010.690115949213535100.369719580000748.155288.191864.681.851.850.879484500003126200096.763014.072027384.9OpenBenchmarking.org

libxsmm

M N K: 256

OpenBenchmarking.orgGFLOPS/s, More Is Betterlibxsmm 2-1.17-3645M N K: 256HBv4HBv4 + OptimizationsHBv3 + OptimizationsHBv3HBv2HBv2 + OptimizationsHC + OptimizationsHC15003000450060007500SE +/- 63.60, N = 3SE +/- 57.85, N = 9SE +/- 25.11, N = 4SE +/- 23.34, N = 3SE +/- 51.69, N = 9SE +/- 17.53, N = 9SE +/- 23.39, N = 9SE +/- 13.41, N = 126983.26908.62045.72032.11444.21128.3904.1898.81. (CXX) g++ options: -dynamic -Bstatic -static-libgcc -lgomp -lpthread -lm -lrt -ldl -lquadmath -lstdc++ -pthread -fPIC -std=c++14 -pedantic -O2 -fopenmp -fopenmp-simd -funroll-loops -ftree-vectorize -fdata-sections -ffunction-sections -fvisibility=hidden -march=core-avx2

Pennant

Test: sedovbig

OpenBenchmarking.orgHydro Cycle Time - Seconds, Fewer Is BetterPennant 1.0.1Test: sedovbigHBv4HBv2HBv3HC612182430SE +/- 0.018282, N = 3SE +/- 0.011742, N = 3SE +/- 0.027453, N = 3SE +/- 0.026763, N = 33.5813915.9158056.27710725.0195601. (CXX) g++ options: -fopenmp -pthread -lmpi

libxsmm

M N K: 128

OpenBenchmarking.orgGFLOPS/s, More Is Betterlibxsmm 2-1.17-3645M N K: 128HBv4 + OptimizationsHBv4HBv3HBv3 + OptimizationsHBv2HCHC + OptimizationsHBv2 + Optimizations14002800420056007000SE +/- 59.23, N = 3SE +/- 59.85, N = 3SE +/- 29.40, N = 3SE +/- 20.51, N = 9SE +/- 153.42, N = 6SE +/- 11.02, N = 3SE +/- 13.64, N = 15SE +/- 169.50, N = 96655.26585.62284.62273.51519.51328.41284.81011.41. (CXX) g++ options: -dynamic -Bstatic -static-libgcc -lgomp -lpthread -lm -lrt -ldl -lquadmath -lstdc++ -pthread -fPIC -std=c++14 -pedantic -O2 -fopenmp -fopenmp-simd -funroll-loops -ftree-vectorize -fdata-sections -ffunction-sections -fvisibility=hidden -march=core-avx2

HeFFTe - Highly Efficient FFT for Exascale

Test: c2c - Backend: FFTW - Precision: float-long - X Y Z: 512

OpenBenchmarking.orgGFLOP/s, More Is BetterHeFFTe - Highly Efficient FFT for Exascale 2.3Test: c2c - Backend: FFTW - Precision: float-long - X Y Z: 512HBv4HBv3HBv2HC80160240320400SE +/- 1.18, N = 3SE +/- 0.58, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3355.51135.9596.4962.901. (CXX) g++ options: -O3 -pthread

HeFFTe - Highly Efficient FFT for Exascale

Test: c2c - Backend: FFTW - Precision: float - X Y Z: 512

OpenBenchmarking.orgGFLOP/s, More Is BetterHeFFTe - Highly Efficient FFT for Exascale 2.3Test: c2c - Backend: FFTW - Precision: float - X Y Z: 512HBv4HBv3HBv2HC80160240320400SE +/- 1.24, N = 3SE +/- 0.93, N = 3SE +/- 0.47, N = 3SE +/- 0.04, N = 3355.86135.6995.8862.981. (CXX) g++ options: -O3 -pthread

HeFFTe - Highly Efficient FFT for Exascale

Test: c2c - Backend: Stock - Precision: float - X Y Z: 512

OpenBenchmarking.orgGFLOP/s, More Is BetterHeFFTe - Highly Efficient FFT for Exascale 2.3Test: c2c - Backend: Stock - Precision: float - X Y Z: 512HBv4HBv3HBv2HC70140210280350SE +/- 0.80, N = 3SE +/- 0.73, N = 3SE +/- 0.34, N = 3SE +/- 0.02, N = 3323.36123.2493.7957.761. (CXX) g++ options: -O3 -pthread

HeFFTe - Highly Efficient FFT for Exascale

Test: c2c - Backend: Stock - Precision: float-long - X Y Z: 512

OpenBenchmarking.orgGFLOP/s, More Is BetterHeFFTe - Highly Efficient FFT for Exascale 2.3Test: c2c - Backend: Stock - Precision: float-long - X Y Z: 512HBv4HBv3HBv2HC70140210280350SE +/- 0.96, N = 3SE +/- 0.05, N = 3SE +/- 0.23, N = 3SE +/- 0.06, N = 3323.70124.6093.2657.921. (CXX) g++ options: -O3 -pthread

NAS Parallel Benchmarks

Test / Class: EP.D

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.DHBv4 + OptimizationsHBv4HBv2 + OptimizationsHBv3 + OptimizationsHBv2HBv3HC + OptimizationsHC2K4K6K8K10KSE +/- 17.93, N = 3SE +/- 37.41, N = 3SE +/- 21.10, N = 3SE +/- 2.73, N = 3SE +/- 32.15, N = 6SE +/- 80.22, N = 12SE +/- 11.14, N = 3SE +/- 1.76, N = 39031.465985.755542.084840.073222.822879.081853.471642.031. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi

Blender

Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.6Blend File: Classroom - Compute: CPU-OnlyHBv4HBv4 + OptimizationsHBv3 + OptimizationsHBv2HBv2 + OptimizationsHBv3HC + OptimizationsHC306090120150SE +/- 0.11, N = 3SE +/- 0.11, N = 3SE +/- 0.06, N = 3SE +/- 0.10, N = 3SE +/- 0.15, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.49, N = 325.2625.6150.7150.8650.9551.08138.51138.81

HeFFTe - Highly Efficient FFT for Exascale

Test: r2c - Backend: FFTW - Precision: float-long - X Y Z: 512

OpenBenchmarking.orgGFLOP/s, More Is BetterHeFFTe - Highly Efficient FFT for Exascale 2.3Test: r2c - Backend: FFTW - Precision: float-long - X Y Z: 512HBv4HBv3HBv2HC130260390520650SE +/- 4.23, N = 3SE +/- 2.91, N = 3SE +/- 1.39, N = 3SE +/- 0.18, N = 3624.95257.42191.14113.941. (CXX) g++ options: -O3 -pthread

HeFFTe - Highly Efficient FFT for Exascale

Test: r2c - Backend: FFTW - Precision: float - X Y Z: 512

OpenBenchmarking.orgGFLOP/s, More Is BetterHeFFTe - Highly Efficient FFT for Exascale 2.3Test: r2c - Backend: FFTW - Precision: float - X Y Z: 512HBv4HBv3HBv2HC130260390520650SE +/- 2.25, N = 3SE +/- 2.52, N = 6SE +/- 1.03, N = 3SE +/- 0.09, N = 3622.58254.25191.78114.031. (CXX) g++ options: -O3 -pthread

Blender

Blend File: Barbershop - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.6Blend File: Barbershop - Compute: CPU-OnlyHBv4HBv4 + OptimizationsHBv3 + OptimizationsHBv3HBv2HBv2 + OptimizationsHCHC + Optimizations110220330440550SE +/- 0.12, N = 3SE +/- 0.47, N = 3SE +/- 0.38, N = 3SE +/- 0.45, N = 3SE +/- 0.01, N = 3SE +/- 0.22, N = 3SE +/- 2.13, N = 3SE +/- 1.15, N = 396.7797.52188.96189.30210.18211.46524.86526.93

HeFFTe - Highly Efficient FFT for Exascale

Test: r2c - Backend: Stock - Precision: float - X Y Z: 512

OpenBenchmarking.orgGFLOP/s, More Is BetterHeFFTe - Highly Efficient FFT for Exascale 2.3Test: r2c - Backend: Stock - Precision: float - X Y Z: 512HBv4HBv3HBv2HC130260390520650SE +/- 2.14, N = 3SE +/- 1.85, N = 3SE +/- 2.04, N = 3SE +/- 0.06, N = 3596.23232.17190.95110.051. (CXX) g++ options: -O3 -pthread

HeFFTe - Highly Efficient FFT for Exascale

Test: r2c - Backend: Stock - Precision: float-long - X Y Z: 512

OpenBenchmarking.orgGFLOP/s, More Is BetterHeFFTe - Highly Efficient FFT for Exascale 2.3Test: r2c - Backend: Stock - Precision: float-long - X Y Z: 512HBv4HBv3HBv2HC130260390520650SE +/- 2.49, N = 3SE +/- 0.15, N = 3SE +/- 1.02, N = 3SE +/- 0.10, N = 3590.93233.80189.21110.201. (CXX) g++ options: -O3 -pthread

Blender

Blend File: Pabellon Barcelona - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.6Blend File: Pabellon Barcelona - Compute: CPU-OnlyHBv4 + OptimizationsHBv4HBv3HBv3 + OptimizationsHBv2HBv2 + OptimizationsHC + OptimizationsHC4080120160200SE +/- 0.12, N = 3SE +/- 0.06, N = 3SE +/- 0.24, N = 3SE +/- 0.45, N = 3SE +/- 0.10, N = 3SE +/- 0.28, N = 3SE +/- 0.33, N = 3SE +/- 1.13, N = 333.0133.4062.6462.9064.1464.84175.07176.21

Blender

Blend File: Fishy Cat - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.6Blend File: Fishy Cat - Compute: CPU-OnlyHBv4 + OptimizationsHBv4HBv3HBv3 + OptimizationsHBv2HBv2 + OptimizationsHC + OptimizationsHC1632486480SE +/- 0.09, N = 3SE +/- 0.14, N = 3SE +/- 0.08, N = 3SE +/- 0.15, N = 3SE +/- 0.10, N = 3SE +/- 0.04, N = 3SE +/- 0.23, N = 3SE +/- 0.48, N = 313.7413.9625.4725.5926.1926.4371.7672.57

HeFFTe - Highly Efficient FFT for Exascale

Test: r2c - Backend: Stock - Precision: double - X Y Z: 512

OpenBenchmarking.orgGFLOP/s, More Is BetterHeFFTe - Highly Efficient FFT for Exascale 2.3Test: r2c - Backend: Stock - Precision: double - X Y Z: 512HBv4HBv3HBv2HC70140210280350SE +/- 1.60, N = 3SE +/- 0.40, N = 3SE +/- 0.25, N = 3SE +/- 0.05, N = 3311.80117.7394.5359.821. (CXX) g++ options: -O3 -pthread

HeFFTe - Highly Efficient FFT for Exascale

Test: r2c - Backend: Stock - Precision: double-long - X Y Z: 512

OpenBenchmarking.orgGFLOP/s, More Is BetterHeFFTe - Highly Efficient FFT for Exascale 2.3Test: r2c - Backend: Stock - Precision: double-long - X Y Z: 512HBv4HBv3HBv2HC70140210280350SE +/- 0.81, N = 3SE +/- 0.49, N = 3SE +/- 0.16, N = 3SE +/- 0.03, N = 3311.27118.2495.2059.901. (CXX) g++ options: -O3 -pthread

HeFFTe - Highly Efficient FFT for Exascale

Test: r2c - Backend: FFTW - Precision: double-long - X Y Z: 512

OpenBenchmarking.orgGFLOP/s, More Is BetterHeFFTe - Highly Efficient FFT for Exascale 2.3Test: r2c - Backend: FFTW - Precision: double-long - X Y Z: 512HBv4HBv3HBv2HC70140210280350SE +/- 1.65, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3315.98120.9691.4360.821. (CXX) g++ options: -O3 -pthread

HeFFTe - Highly Efficient FFT for Exascale

Test: r2c - Backend: FFTW - Precision: double - X Y Z: 512

OpenBenchmarking.orgGFLOP/s, More Is BetterHeFFTe - Highly Efficient FFT for Exascale 2.3Test: r2c - Backend: FFTW - Precision: double - X Y Z: 512HBv4HBv3HBv2HC70140210280350SE +/- 0.50, N = 3SE +/- 0.86, N = 3SE +/- 0.15, N = 3SE +/- 0.05, N = 3314.34121.2891.4860.881. (CXX) g++ options: -O3 -pthread

NAS Parallel Benchmarks

Test / Class: CG.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: CG.CHBv4 + OptimizationsHBv4HBv3 + OptimizationsHBv2 + OptimizationsHC + OptimizationsHBv2HBv3HC16K32K48K64K80KSE +/- 599.32, N = 3SE +/- 77.41, N = 3SE +/- 503.29, N = 3SE +/- 778.45, N = 15SE +/- 218.98, N = 3SE +/- 108.02, N = 3SE +/- 20.87, N = 3SE +/- 233.39, N = 1574101.9440326.2936681.4336367.3527619.0522314.0221551.4814356.201. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi

7-Zip Compression

Test: Compression Rating

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression RatingHBv4 + OptimizationsHBv4HBv3 + OptimizationsHBv3HBv2 + OptimizationsHBv2HC + OptimizationsHC200K400K600K800K1000KSE +/- 4158.65, N = 3SE +/- 7680.08, N = 15SE +/- 7198.45, N = 3SE +/- 6724.92, N = 3SE +/- 3504.63, N = 3SE +/- 2650.49, N = 3SE +/- 672.17, N = 3SE +/- 748.55, N = 3108352310322675665955582905015344894562164512107321. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.6Blend File: BMW27 - Compute: CPU-OnlyHBv4HBv4 + OptimizationsHBv3 + OptimizationsHBv2HBv3HBv2 + OptimizationsHC + OptimizationsHC1122334455SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.10, N = 3SE +/- 0.11, N = 3SE +/- 0.02, N = 3SE +/- 0.16, N = 3SE +/- 0.36, N = 3SE +/- 0.65, N = 159.9710.1119.4319.4619.4919.5849.9550.53

Pennant

Test: leblancbig

OpenBenchmarking.orgHydro Cycle Time - Seconds, Fewer Is BetterPennant 1.0.1Test: leblancbigHBv4HBv2HBv3HC3691215SE +/- 0.029043, N = 3SE +/- 0.009233, N = 3SE +/- 0.006682, N = 3SE +/- 0.017495, N = 32.1220743.4668853.64931710.6454801. (CXX) g++ options: -fopenmp -pthread -lmpi

7-Zip Compression

Test: Decompression Rating

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression RatingHBv4 + OptimizationsHBv4HBv3 + OptimizationsHBv3HBv2 + OptimizationsHBv2HC + OptimizationsHC160K320K480K640K800KSE +/- 8621.97, N = 3SE +/- 8360.33, N = 15SE +/- 3365.82, N = 3SE +/- 19127.89, N = 3SE +/- 10621.28, N = 3SE +/- 2438.40, N = 3SE +/- 300.63, N = 3SE +/- 256.58, N = 37428597279954065163975053885773710441508411481931. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

HeFFTe - Highly Efficient FFT for Exascale

Test: c2c - Backend: Stock - Precision: double - X Y Z: 512

OpenBenchmarking.orgGFLOP/s, More Is BetterHeFFTe - Highly Efficient FFT for Exascale 2.3Test: c2c - Backend: Stock - Precision: double - X Y Z: 512HBv4HBv3HBv2HC306090120150SE +/- 0.27, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3154.6556.2246.9831.571. (CXX) g++ options: -O3 -pthread

HeFFTe - Highly Efficient FFT for Exascale

Test: c2c - Backend: Stock - Precision: double-long - X Y Z: 512

OpenBenchmarking.orgGFLOP/s, More Is BetterHeFFTe - Highly Efficient FFT for Exascale 2.3Test: c2c - Backend: Stock - Precision: double-long - X Y Z: 512HBv4HBv3HBv2HC306090120150SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.02, N = 3154.5756.2746.9331.581. (CXX) g++ options: -O3 -pthread

HeFFTe - Highly Efficient FFT for Exascale

Test: r2c - Backend: FFTW - Precision: double-long - X Y Z: 256

OpenBenchmarking.orgGFLOP/s, More Is BetterHeFFTe - Highly Efficient FFT for Exascale 2.3Test: r2c - Backend: FFTW - Precision: double-long - X Y Z: 256HBv4HBv3HBv2HC60120180240300SE +/- 4.03, N = 14SE +/- 1.05, N = 3SE +/- 1.12, N = 15SE +/- 0.12, N = 3273.12106.6388.6157.131. (CXX) g++ options: -O3 -pthread

HeFFTe - Highly Efficient FFT for Exascale

Test: c2c - Backend: FFTW - Precision: double - X Y Z: 512

OpenBenchmarking.orgGFLOP/s, More Is BetterHeFFTe - Highly Efficient FFT for Exascale 2.3Test: c2c - Backend: FFTW - Precision: double - X Y Z: 512HBv4HBv3HBv2HC4080120160200SE +/- 0.34, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3159.1857.3347.6133.521. (CXX) g++ options: -O3 -pthread

HeFFTe - Highly Efficient FFT for Exascale

Test: c2c - Backend: FFTW - Precision: double-long - X Y Z: 512

OpenBenchmarking.orgGFLOP/s, More Is BetterHeFFTe - Highly Efficient FFT for Exascale 2.3Test: c2c - Backend: FFTW - Precision: double-long - X Y Z: 512HBv4HBv3HBv2HC4080120160200SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3159.2657.2347.3733.551. (CXX) g++ options: -O3 -pthread

HeFFTe - Highly Efficient FFT for Exascale

Test: r2c - Backend: FFTW - Precision: double - X Y Z: 256

OpenBenchmarking.orgGFLOP/s, More Is BetterHeFFTe - Highly Efficient FFT for Exascale 2.3Test: r2c - Backend: FFTW - Precision: double - X Y Z: 256HBv4HBv3HBv2HC60120180240300SE +/- 5.66, N = 15SE +/- 0.75, N = 15SE +/- 1.31, N = 3SE +/- 0.25, N = 3261.90103.2591.9257.311. (CXX) g++ options: -O3 -pthread

OSPRay

Benchmark: gravity_spheres_volume/dim_512/scivis/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/scivis/real_timeHBv4HBv4 + OptimizationsHBv3HBv3 + OptimizationsHC + OptimizationsHCHBv2 + OptimizationsHBv2918273645SE +/- 0.11164, N = 3SE +/- 0.12574, N = 3SE +/- 0.01165, N = 3SE +/- 0.02977, N = 3SE +/- 0.01641, N = 3SE +/- 0.03491, N = 3SE +/- 0.13284, N = 15SE +/- 0.12026, N = 1537.0918037.0624011.1845011.172309.026898.987238.323238.12356

HeFFTe - Highly Efficient FFT for Exascale

Test: c2c - Backend: FFTW - Precision: float - X Y Z: 256

OpenBenchmarking.orgGFLOP/s, More Is BetterHeFFTe - Highly Efficient FFT for Exascale 2.3Test: c2c - Backend: FFTW - Precision: float - X Y Z: 256HBv4HBv3HBv2HC60120180240300SE +/- 1.07, N = 3SE +/- 1.41, N = 15SE +/- 0.67, N = 15SE +/- 0.07, N = 3256.35103.5191.5458.361. (CXX) g++ options: -O3 -pthread

OSPRay

Benchmark: gravity_spheres_volume/dim_512/ao/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/ao/real_timeHBv4 + OptimizationsHBv4HBv3 + OptimizationsHBv3HC + OptimizationsHCHBv2HBv2 + Optimizations918273645SE +/- 0.02835, N = 3SE +/- 0.03610, N = 3SE +/- 0.01464, N = 3SE +/- 0.03837, N = 3SE +/- 0.03191, N = 3SE +/- 0.02906, N = 3SE +/- 0.13915, N = 12SE +/- 0.15055, N = 1538.0769038.0764011.7501011.748509.522939.494218.673278.66888

HeFFTe - Highly Efficient FFT for Exascale

Test: r2c - Backend: Stock - Precision: double - X Y Z: 256

OpenBenchmarking.orgGFLOP/s, More Is BetterHeFFTe - Highly Efficient FFT for Exascale 2.3Test: r2c - Backend: Stock - Precision: double - X Y Z: 256HBv4HBv3HBv2HC60120180240300SE +/- 4.27, N = 12SE +/- 0.80, N = 15SE +/- 1.10, N = 4SE +/- 0.08, N = 3264.95102.7093.3160.571. (CXX) g++ options: -O3 -pthread

HeFFTe - Highly Efficient FFT for Exascale

Test: c2c - Backend: FFTW - Precision: float-long - X Y Z: 256

OpenBenchmarking.orgGFLOP/s, More Is BetterHeFFTe - Highly Efficient FFT for Exascale 2.3Test: c2c - Backend: FFTW - Precision: float-long - X Y Z: 256HBv4HBv3HBv2HC60120180240300SE +/- 3.64, N = 15SE +/- 1.13, N = 3SE +/- 0.74, N = 15SE +/- 0.16, N = 3255.97105.0990.7958.551. (CXX) g++ options: -O3 -pthread

Liquid-DSP

Threads: 176 - Buffer Length: 256 - Filter Length: 57

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 176 - Buffer Length: 256 - Filter Length: 57HBv4 + OptimizationsHBv4HBv2 + OptimizationsHBv3 + OptimizationsHBv2HBv3HC + OptimizationsHC1500M3000M4500M6000M7500MSE +/- 36788419.07, N = 3SE +/- 11394345.58, N = 3SE +/- 8195730.60, N = 3SE +/- 8996542.55, N = 3SE +/- 13588352.86, N = 3SE +/- 4247482.91, N = 3SE +/- 7033807.25, N = 3SE +/- 5446813.54, N = 370950333336758166667435010000042815333334106700000356343333316830333331664733333-march=native-march=native-march=native-march=native1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

HeFFTe - Highly Efficient FFT for Exascale

Test: r2c - Backend: Stock - Precision: double-long - X Y Z: 256

OpenBenchmarking.orgGFLOP/s, More Is BetterHeFFTe - Highly Efficient FFT for Exascale 2.3Test: r2c - Backend: Stock - Precision: double-long - X Y Z: 256HBv4HBv3HBv2HC60120180240300SE +/- 2.84, N = 15SE +/- 0.81, N = 15SE +/- 1.27, N = 3SE +/- 0.19, N = 3258.72105.5092.3960.891. (CXX) g++ options: -O3 -pthread

Liquid-DSP

Threads: 176 - Buffer Length: 256 - Filter Length: 512

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 176 - Buffer Length: 256 - Filter Length: 512HBv4 + OptimizationsHBv4HBv2 + OptimizationsHBv2HBv3 + OptimizationsHBv3HC + OptimizationsHC500M1000M1500M2000M2500MSE +/- 5336145.09, N = 3SE +/- 4603018.33, N = 3SE +/- 3265385.80, N = 3SE +/- 3174614.59, N = 3SE +/- 1919487.78, N = 3SE +/- 3040334.41, N = 3SE +/- 2270626.44, N = 3SE +/- 6341443.93, N = 322219666672058233333924243333825653333814950000735370000544626667529213333-march=native-march=native-march=native-march=native1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

HeFFTe - Highly Efficient FFT for Exascale

Test: c2c - Backend: Stock - Precision: float-long - X Y Z: 256

OpenBenchmarking.orgGFLOP/s, More Is BetterHeFFTe - Highly Efficient FFT for Exascale 2.3Test: c2c - Backend: Stock - Precision: float-long - X Y Z: 256HBv4HBv3HBv2HC50100150200250SE +/- 4.85, N = 15SE +/- 1.07, N = 6SE +/- 1.33, N = 3SE +/- 0.27, N = 3247.73105.3692.1359.551. (CXX) g++ options: -O3 -pthread

OSPRay

Benchmark: particle_volume/scivis/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/scivis/real_timeHBv4HBv4 + OptimizationsHBv3 + OptimizationsHBv3HBv2 + OptimizationsHBv2HCHC + Optimizations816243240SE +/- 0.03598, N = 3SE +/- 0.05762, N = 3SE +/- 0.00564, N = 3SE +/- 0.01956, N = 3SE +/- 0.02944, N = 3SE +/- 0.01671, N = 3SE +/- 0.00763, N = 3SE +/- 0.05412, N = 336.5671036.5446024.2197024.1736022.1747022.153308.970208.87831

HeFFTe - Highly Efficient FFT for Exascale

Test: c2c - Backend: FFTW - Precision: double - X Y Z: 256

OpenBenchmarking.orgGFLOP/s, More Is BetterHeFFTe - Highly Efficient FFT for Exascale 2.3Test: c2c - Backend: FFTW - Precision: double - X Y Z: 256HBv4HBv2HBv3HC306090120150SE +/- 1.65, N = 3SE +/- 0.55, N = 3SE +/- 0.14, N = 3SE +/- 0.08, N = 3123.3950.9039.8130.121. (CXX) g++ options: -O3 -pthread

HeFFTe - Highly Efficient FFT for Exascale

Test: c2c - Backend: Stock - Precision: float - X Y Z: 256

OpenBenchmarking.orgGFLOP/s, More Is BetterHeFFTe - Highly Efficient FFT for Exascale 2.3Test: c2c - Backend: Stock - Precision: float - X Y Z: 256HBv4HBv3HBv2HC50100150200250SE +/- 3.04, N = 4SE +/- 0.77, N = 15SE +/- 0.61, N = 15SE +/- 0.02, N = 3244.34103.4191.2659.731. (CXX) g++ options: -O3 -pthread

OSPRay

Benchmark: particle_volume/ao/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/ao/real_timeHBv4 + OptimizationsHBv4HBv3 + OptimizationsHBv3HBv2 + OptimizationsHBv2HC + OptimizationsHC816243240SE +/- 0.04011, N = 3SE +/- 0.04053, N = 3SE +/- 0.00987, N = 3SE +/- 0.01755, N = 3SE +/- 0.00858, N = 3SE +/- 0.00495, N = 3SE +/- 0.01510, N = 3SE +/- 0.01225, N = 336.6548036.6121024.4710024.4586022.3668022.333608.996188.97547

HeFFTe - Highly Efficient FFT for Exascale

Test: c2c - Backend: Stock - Precision: double-long - X Y Z: 256

OpenBenchmarking.orgGFLOP/s, More Is BetterHeFFTe - Highly Efficient FFT for Exascale 2.3Test: c2c - Backend: Stock - Precision: double-long - X Y Z: 256HBv4HBv2HBv3HC306090120150SE +/- 1.16, N = 3SE +/- 0.55, N = 3SE +/- 0.14, N = 3SE +/- 0.03, N = 3123.4150.0838.5730.271. (CXX) g++ options: -O3 -pthread

HeFFTe - Highly Efficient FFT for Exascale

Test: c2c - Backend: FFTW - Precision: double-long - X Y Z: 256

OpenBenchmarking.orgGFLOP/s, More Is BetterHeFFTe - Highly Efficient FFT for Exascale 2.3Test: c2c - Backend: FFTW - Precision: double-long - X Y Z: 256HBv4HBv2HBv3HC306090120150SE +/- 1.21, N = 15SE +/- 0.57, N = 3SE +/- 0.33, N = 3SE +/- 0.05, N = 3122.9851.2039.3730.221. (CXX) g++ options: -O3 -pthread

HeFFTe - Highly Efficient FFT for Exascale

Test: c2c - Backend: Stock - Precision: double - X Y Z: 256

OpenBenchmarking.orgGFLOP/s, More Is BetterHeFFTe - Highly Efficient FFT for Exascale 2.3Test: c2c - Backend: Stock - Precision: double - X Y Z: 256HBv4HBv2HBv3HC306090120150SE +/- 1.20, N = 3SE +/- 0.29, N = 3SE +/- 0.29, N = 11SE +/- 0.08, N = 3121.6150.7138.4530.171. (CXX) g++ options: -O3 -pthread

Liquid-DSP

Threads: 176 - Buffer Length: 256 - Filter Length: 32

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 176 - Buffer Length: 256 - Filter Length: 32HBv4 + OptimizationsHBv4HBv2 + OptimizationsHBv2HBv3 + OptimizationsHBv3HCHC + Optimizations1300M2600M3900M5200M6500MSE +/- 6999365.05, N = 3SE +/- 9214903.39, N = 3SE +/- 25439885.57, N = 3SE +/- 44818002.34, N = 3SE +/- 2858321.19, N = 3SE +/- 8912600.32, N = 3SE +/- 2852094.75, N = 3SE +/- 8873431.00, N = 361817666676122233333427553333340271000003864000000341953333315661333331536633333-march=native-march=native-march=native-march=native1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

NAS Parallel Benchmarks

Test / Class: SP.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.CHBv4 + OptimizationsHBv3 + OptimizationsHBv2 + OptimizationsHBv4HC + OptimizationsHBv2HBv3HC90K180K270K360K450KSE +/- 2970.97, N = 15SE +/- 1576.20, N = 3SE +/- 324.54, N = 3SE +/- 954.46, N = 12SE +/- 105.69, N = 3SE +/- 34.59, N = 3SE +/- 273.09, N = 8SE +/- 12.00, N = 3427298.99205795.59104771.9068819.3441543.9432495.8931024.7612907.541. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi

PETSc

Test: Streams

OpenBenchmarking.orgMB/s, More Is BetterPETSc 3.19Test: StreamsHBv4HBv3HBv2HC130K260K390K520K650KSE +/- 46271.80, N = 9SE +/- 2674.31, N = 7SE +/- 12025.83, N = 6SE +/- 256.75, N = 3598417.70284001.92197895.47151286.251. (CXX) g++ options: -O3 -std=gnu++17 -fPIC -include -m64

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsHBv4HBv4 + OptimizationsHBv2HBv2 + OptimizationsHBv3 + OptimizationsHBv3HCHC + Optimizations0.11860.23720.35580.47440.593SE +/- 0.00035, N = 3SE +/- 0.00011, N = 3SE +/- 0.00045, N = 3SE +/- 0.00069, N = 3SE +/- 0.00015, N = 3SE +/- 0.00027, N = 3SE +/- 0.00096, N = 3SE +/- 0.00060, N = 30.142920.143800.263850.265050.271110.271150.526500.52697

HeFFTe - Highly Efficient FFT for Exascale

Test: r2c - Backend: FFTW - Precision: float - X Y Z: 256

OpenBenchmarking.orgGFLOP/s, More Is BetterHeFFTe - Highly Efficient FFT for Exascale 2.3Test: r2c - Backend: FFTW - Precision: float - X Y Z: 256HBv4HBv2HBv3HC100200300400500SE +/- 14.97, N = 12SE +/- 1.85, N = 3SE +/- 5.11, N = 15SE +/- 0.52, N = 3442.83203.77198.66123.631. (CXX) g++ options: -O3 -pthread

HeFFTe - Highly Efficient FFT for Exascale

Test: r2c - Backend: Stock - Precision: float-long - X Y Z: 256

OpenBenchmarking.orgGFLOP/s, More Is BetterHeFFTe - Highly Efficient FFT for Exascale 2.3Test: r2c - Backend: Stock - Precision: float-long - X Y Z: 256HBv4HBv2HBv3HC100200300400500SE +/- 17.46, N = 12SE +/- 2.37, N = 15SE +/- 7.34, N = 15SE +/- 0.90, N = 3467.72211.42207.97131.961. (CXX) g++ options: -O3 -pthread

HeFFTe - Highly Efficient FFT for Exascale

Test: r2c - Backend: FFTW - Precision: float-long - X Y Z: 256

OpenBenchmarking.orgGFLOP/s, More Is BetterHeFFTe - Highly Efficient FFT for Exascale 2.3Test: r2c - Backend: FFTW - Precision: float-long - X Y Z: 256HBv4HBv3HBv2HC90180270360450SE +/- 10.91, N = 15SE +/- 3.45, N = 15SE +/- 3.34, N = 12SE +/- 0.53, N = 3427.10221.86200.04122.771. (CXX) g++ options: -O3 -pthread

Liquid-DSP

Threads: 128 - Buffer Length: 256 - Filter Length: 57

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 128 - Buffer Length: 256 - Filter Length: 57HBv4 + OptimizationsHBv4HBv2 + OptimizationsHBv3 + OptimizationsHBv2HBv3HCHC + Optimizations1200M2400M3600M4800M6000MSE +/- 24008123.63, N = 3SE +/- 10401335.38, N = 3SE +/- 14518991.39, N = 3SE +/- 6263474.36, N = 3SE +/- 4421286.89, N = 3SE +/- 6947661.48, N = 3SE +/- 8373967.60, N = 3SE +/- 4733333.33, N = 354129000005168233333430913333342169666674045933333351630000015724000001570633333-march=native-march=native-march=native-march=native1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

High Performance Conjugate Gradient

X Y Z: 160 160 160 - RT: 60

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1X Y Z: 160 160 160 - RT: 60HBv4HBv3HBv2HC20406080100SE +/- 0.12, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 387.9039.1136.0225.561. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi

High Performance Conjugate Gradient

X Y Z: 104 104 104 - RT: 60

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1X Y Z: 104 104 104 - RT: 60HBv4HBv3HBv2HC20406080100SE +/- 0.26, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 389.3839.6137.0426.001. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi

High Performance Conjugate Gradient

X Y Z: 144 144 144 - RT: 60

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1X Y Z: 144 144 144 - RT: 60HBv4HBv3HBv2HC20406080100SE +/- 0.11, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 388.5238.9736.0925.871. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi

HeFFTe - Highly Efficient FFT for Exascale

Test: r2c - Backend: Stock - Precision: float - X Y Z: 256

OpenBenchmarking.orgGFLOP/s, More Is BetterHeFFTe - Highly Efficient FFT for Exascale 2.3Test: r2c - Backend: Stock - Precision: float - X Y Z: 256HBv4HBv3HBv2HC100200300400500SE +/- 14.34, N = 15SE +/- 5.19, N = 15SE +/- 2.79, N = 12SE +/- 0.57, N = 3459.92214.06205.21134.761. (CXX) g++ options: -O3 -pthread

OSPRay

Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_timeHBv4HBv4 + OptimizationsHBv3 + OptimizationsHBv3HBv2 + OptimizationsHBv2HC + OptimizationsHC816243240SE +/- 0.04, N = 3SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 332.7932.5814.6114.6113.9413.9210.0610.05

Liquid-DSP

Threads: 128 - Buffer Length: 256 - Filter Length: 32

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 128 - Buffer Length: 256 - Filter Length: 32HBv4 + OptimizationsHBv4HBv2 + OptimizationsHBv2HBv3 + OptimizationsHBv3HCHC + Optimizations1000M2000M3000M4000M5000MSE +/- 6295324.54, N = 3SE +/- 3774034.09, N = 3SE +/- 14782572.32, N = 3SE +/- 3602930.91, N = 3SE +/- 8235492.29, N = 3SE +/- 5345506.94, N = 3SE +/- 8213606.60, N = 3SE +/- 12143905.65, N = 344672666674426300000419683333339259333333832800000336673333315126000001478433333-march=native-march=native-march=native-march=native1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

NAS Parallel Benchmarks

Test / Class: BT.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: BT.CHBv4 + OptimizationsHBv3 + OptimizationsHBv2 + OptimizationsHBv4HC + OptimizationsHBv2HBv3HC160K320K480K640K800KSE +/- 6061.11, N = 3SE +/- 2034.04, N = 3SE +/- 108.10, N = 3SE +/- 760.56, N = 3SE +/- 62.47, N = 3SE +/- 32.07, N = 3SE +/- 36.56, N = 3SE +/- 15.19, N = 3744413.90313813.98241509.88151067.81106230.5266829.1862427.8628794.281. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi

NAS Parallel Benchmarks

Test / Class: MG.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: MG.CHBv4 + OptimizationsHBv3 + OptimizationsHBv2 + OptimizationsHBv4HC + OptimizationsHBv3HBv2HC90K180K270K360K450KSE +/- 5249.92, N = 15SE +/- 1313.15, N = 15SE +/- 768.30, N = 3SE +/- 748.94, N = 13SE +/- 149.23, N = 3SE +/- 613.84, N = 15SE +/- 354.81, N = 3SE +/- 24.47, N = 3437417.16131635.41108985.72108125.8663404.0146705.4743410.7119508.001. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi

oneDNN

Harness: IP Shapes 3D - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: IP Shapes 3D - Data Type: f32 - Engine: CPUHBv4HBv3HCHBv2246810SE +/- 0.002422, N = 3SE +/- 0.039917, N = 15SE +/- 0.093711, N = 12SE +/- 0.032665, N = 30.3061410.6242332.0792006.838250MIN: 5.971. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

oneDNN

Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPUHBv4HCHBv3HBv20.36230.72461.08691.44921.8115SE +/- 0.001551, N = 3SE +/- 0.002723, N = 3SE +/- 0.003506, N = 3SE +/- 0.021847, N = 30.5828061.2448001.4086201.610020MIN: 0.56MIN: 1.22MIN: 1.36MIN: 1.491. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

PostgreSQL

Scaling Factor: 1 - Clients: 800 - Mode: Read Only - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 1 - Clients: 800 - Mode: Read Only - Average LatencyHBv4 + OptimizationsHBv4HBv3 + OptimizationsHBv2 + OptimizationsHBv2HBv3HCHC + Optimizations0.15530.31060.46590.62120.7765SE +/- 0.000, N = 3SE +/- 0.001, N = 3SE +/- 0.002, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.003, N = 3SE +/- 0.002, N = 30.2540.2560.3230.3230.3280.3320.6880.690-O3 -march=native-O2-O3 -march=native-O3 -march=native-O2-O2-O2-O3 -march=native1. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

PostgreSQL

Scaling Factor: 1 - Clients: 800 - Mode: Read Only

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 1 - Clients: 800 - Mode: Read OnlyHBv4 + OptimizationsHBv4HBv2 + OptimizationsHBv3 + OptimizationsHBv2HBv3HCHC + Optimizations700K1400K2100K2800K3500KSE +/- 2972.36, N = 3SE +/- 20304.79, N = 3SE +/- 9212.17, N = 3SE +/- 13675.06, N = 3SE +/- 4115.38, N = 3SE +/- 11149.78, N = 3SE +/- 4936.18, N = 3SE +/- 2818.34, N = 331461733123042248132024789172439650240760211618001159492-O3 -march=native-O2-O3 -march=native-O3 -march=native-O2-O2-O2-O3 -march=native1. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

oneDNN

Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPUHBv4HCHBv3HBv230060090012001500SE +/- 1.90, N = 3SE +/- 1.51, N = 3SE +/- 6.66, N = 3SE +/- 13.52, N = 15533.49707.32886.811367.73MIN: 518.68MIN: 687.14MIN: 849.061. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

oneDNN

Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPUHBv4HCHBv3HBv230060090012001500SE +/- 3.26, N = 3SE +/- 1.60, N = 3SE +/- 3.89, N = 3SE +/- 13.31, N = 3535.85707.35860.981345.14MIN: 521.12MIN: 689.52MIN: 814.31MIN: 1237.171. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

PostgreSQL

Scaling Factor: 1 - Clients: 500 - Mode: Read Only

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 15Scaling Factor: 1 - Clients: 500 - Mode: Read OnlyHBv4 + OptimizationsHBv4HBv2 + OptimizationsHBv2HBv3 + OptimizationsHBv3HCHC + Optimizations700K1400K2100K2800K3500KSE +/- 3042.04, N = 3SE +/- 4762.10, N = 3SE +/- 4710.42, N = 3SE +/- 8486.11, N = 3SE +/- 28428.57, N = 4SE +/- 4803.91, N = 3SE +/- 3475.53, N = 3SE +/- 2849.38, N = 331618483139846246732824662492434749237500513548771353510-O3 -march=native-O2-O3 -march=native-O2-O3 -march=native-O2-O2-O3 -march=native1. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

PostgreSQL

Scaling Factor: 1 - Clients: 500 - Mode: Read Only - Average Latency

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 15Scaling Factor: 1 - Clients: 500 - Mode: Read Only - Average LatencyHBv4 + OptimizationsHBv4HBv2HBv2 + OptimizationsHBv3 + OptimizationsHBv3HCHC + Optimizations0.0830.1660.2490.3320.415SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.001, N = 3SE +/- 0.000, N = 3SE +/- 0.002, N = 4SE +/- 0.000, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 30.1580.1590.2030.2030.2060.2100.3690.369-O3 -march=native-O2-O2-O3 -march=native-O3 -march=native-O2-O2-O3 -march=native1. (CC) gcc options: -fno-strict-aliasing -fwrapv -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

oneDNN

Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPUHBv4HCHBv3HBv22004006008001000SE +/- 1.40, N = 3SE +/- 4.72, N = 3SE +/- 4.61, N = 15SE +/- 9.52, N = 15401.86450.25533.50896.81MIN: 388.53MIN: 432.991. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

oneDNN

Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPUHBv4HCHBv3HBv22004006008001000SE +/- 3.60, N = 8SE +/- 1.89, N = 3SE +/- 4.36, N = 3SE +/- 9.54, N = 15411.23442.47529.97910.94MIN: 429.93MIN: 469.931. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

Timed Node.js Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 19.8.1Time To CompileHBv4HBv3HBv2HC70140210280350SE +/- 2.23, N = 12SE +/- 1.46, N = 3SE +/- 1.32, N = 3SE +/- 2.37, N = 3150.56185.57194.37330.61

Liquid-DSP

Threads: 32 - Buffer Length: 256 - Filter Length: 57

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 32 - Buffer Length: 256 - Filter Length: 57HBv4 + OptimizationsHBv4HBv3 + OptimizationsHBv2 + OptimizationsHBv2HBv3HCHC + Optimizations300M600M900M1200M1500MSE +/- 11536463.93, N = 3SE +/- 14294460.47, N = 5SE +/- 2931059.72, N = 3SE +/- 33333.33, N = 3SE +/- 472581.56, N = 3SE +/- 550757.05, N = 3SE +/- 5360840.75, N = 11SE +/- 7305771.23, N = 6146320000013905400001347733333125783333311934000001086000000721290909719580000-march=native-march=native-march=native-march=native1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

libxsmm

M N K: 64

OpenBenchmarking.orgGFLOPS/s, More Is Betterlibxsmm 2-1.17-3645M N K: 64HBv4 + OptimizationsHBv4HBv3HBv3 + OptimizationsHC + OptimizationsHCHBv2HBv2 + Optimizations13002600390052006500SE +/- 74.65, N = 3SE +/- 226.33, N = 12SE +/- 17.54, N = 12SE +/- 8.24, N = 3SE +/- 7.70, N = 3SE +/- 5.15, N = 15SE +/- 18.03, N = 13SE +/- 2.64, N = 155898.25719.02435.62413.7748.1731.6411.7331.41. (CXX) g++ options: -dynamic -Bstatic -static-libgcc -lgomp -lpthread -lm -lrt -ldl -lquadmath -lstdc++ -pthread -fPIC -std=c++14 -pedantic -O2 -fopenmp -fopenmp-simd -funroll-loops -ftree-vectorize -fdata-sections -ffunction-sections -fvisibility=hidden -march=core-avx2

NAS Parallel Benchmarks

Test / Class: FT.C

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: FT.CHBv4 + OptimizationsHBv3 + OptimizationsHBv2 + OptimizationsHBv4HC + OptimizationsHBv2HBv3HC50K100K150K200K250KSE +/- 1773.50, N = 3SE +/- 339.33, N = 3SE +/- 320.45, N = 3SE +/- 745.61, N = 3SE +/- 131.36, N = 3SE +/- 219.43, N = 3SE +/- 194.34, N = 3SE +/- 13.57, N = 3230164.79102122.3698485.2369051.6355288.1941977.6936619.2920188.891. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi

oneDNN

Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPUHBv4HBv3HBv2HC0.71.42.12.83.5SE +/- 0.000440, N = 3SE +/- 0.001799, N = 3SE +/- 0.002431, N = 3SE +/- 0.015370, N = 30.2764720.5567410.5738783.111210MIN: 0.5MIN: 0.47MIN: 1.731. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

NAS Parallel Benchmarks

Test / Class: IS.D

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: IS.DHBv4 + OptimizationsHBv4HBv3 + OptimizationsHBv2 + OptimizationsHBv3HBv2HC + OptimizationsHC3K6K9K12K15KSE +/- 308.75, N = 15SE +/- 17.88, N = 3SE +/- 67.99, N = 4SE +/- 35.84, N = 7SE +/- 22.55, N = 3SE +/- 11.15, N = 3SE +/- 7.55, N = 3SE +/- 2.10, N = 312967.375870.005730.013977.022793.551884.221864.681181.481. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi

oneDNN

Harness: IP Shapes 1D - Data Type: f32 - Engine: CPU

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.1Harness: IP Shapes 1D - Data Type: f32 - Engine: CPUHBv4HCHBv3HBv20.31670.63340.95011.26681.5835SE +/- 0.001421, N = 3SE +/- 0.000702, N = 3SE +/- 0.013826, N = 12SE +/- 0.014464, N = 30.7529290.8824460.9100911.407580MIN: 0.69MIN: 0.83MIN: 1.111. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -pie -lpthread -ldl

Intel Open Image Denoise

Run: RT.ldr_alb_nrm.3840x2160 - Device: CPU-Only

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 2.0Run: RT.ldr_alb_nrm.3840x2160 - Device: CPU-OnlyHBv4HBv4 + OptimizationsHBv2HBv2 + OptimizationsHC + OptimizationsHCHBv3 + OptimizationsHBv30.70431.40862.11292.81723.5215SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 9SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 15SE +/- 0.01, N = 153.133.082.032.011.851.841.691.69

Intel Open Image Denoise

Run: RT.hdr_alb_nrm.3840x2160 - Device: CPU-Only

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 2.0Run: RT.hdr_alb_nrm.3840x2160 - Device: CPU-OnlyHBv4 + OptimizationsHBv4HBv2HBv2 + OptimizationsHC + OptimizationsHCHBv3 + OptimizationsHBv30.69981.39962.09942.79923.499SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 4SE +/- 0.02, N = 33.113.082.082.031.851.821.721.68

Remhos

Test: Sample Remap Example

OpenBenchmarking.orgSeconds, Fewer Is BetterRemhos 1.0Test: Sample Remap ExampleHBv2HBv3HBv4HC612182430SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.14, N = 3SE +/- 0.06, N = 314.9315.2615.3727.381. (CXX) g++ options: -O3 -std=c++11 -lmfem -lHYPRE -lmetis -lrt -pthread -lmpi

Intel Open Image Denoise

Run: RTLightmap.hdr.4096x4096 - Device: CPU-Only

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 2.0Run: RTLightmap.hdr.4096x4096 - Device: CPU-OnlyHBv4 + OptimizationsHBv4HBv2HBv2 + OptimizationsHCHC + OptimizationsHBv3 + OptimizationsHBv30.2970.5940.8911.1881.485SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 15SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 31.321.291.040.960.880.870.800.79

Laghos

Test: Sedov Blast Wave, ube_922_hex.mesh

OpenBenchmarking.orgMajor Kernels Total Rate, More Is BetterLaghos 3.1Test: Sedov Blast Wave, ube_922_hex.meshHBv4HBv3HBv2HC90180270360450SE +/- 0.78, N = 3SE +/- 0.15, N = 3SE +/- 3.57, N = 5SE +/- 1.35, N = 3402.94361.81345.14247.491. (CXX) g++ options: -O3 -std=c++11 -lmfem -lHYPRE -lmetis -lrt -pthread -lmpi

HeFFTe - Highly Efficient FFT for Exascale

Test: c2c - Backend: FFTW - Precision: double-long - X Y Z: 128

OpenBenchmarking.orgGFLOP/s, More Is BetterHeFFTe - Highly Efficient FFT for Exascale 2.3Test: c2c - Backend: FFTW - Precision: double-long - X Y Z: 128HBv4HBv2HCHBv320406080100SE +/- 4.77, N = 15SE +/- 1.30, N = 15SE +/- 0.23, N = 3SE +/- 0.34, N = 385.0161.1458.9156.871. (CXX) g++ options: -O3 -pthread

Laghos

Test: Triple Point Problem

OpenBenchmarking.orgMajor Kernels Total Rate, More Is BetterLaghos 3.1Test: Triple Point ProblemHBv4HBv3HBv2HC50100150200250SE +/- 1.25, N = 3SE +/- 0.38, N = 3SE +/- 0.57, N = 3SE +/- 0.08, N = 3228.15192.74183.82156.521. (CXX) g++ options: -O3 -std=c++11 -lmfem -lHYPRE -lmetis -lrt -pthread -lmpi

Liquid-DSP

Threads: 32 - Buffer Length: 256 - Filter Length: 32

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 32 - Buffer Length: 256 - Filter Length: 32HBv2 + OptimizationsHBv4 + OptimizationsHBv4HBv2HBv3 + OptimizationsHCHC + OptimizationsHBv3200M400M600M800M1000MSE +/- 66666.67, N = 3SE +/- 1354416.64, N = 3SE +/- 1950213.66, N = 3SE +/- 33333.33, N = 3SE +/- 493288.29, N = 3SE +/- 3947135.39, N = 3SE +/- 1486169.57, N = 3SE +/- 2475306.94, N = 311367333331122866667111330000010614333331045000000964423333948450000917336667-march=native-march=native-march=native-march=native1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Liquid-DSP

Threads: 1 - Buffer Length: 256 - Filter Length: 32

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 1.6Threads: 1 - Buffer Length: 256 - Filter Length: 32HBv3 + OptimizationsHBv4 + OptimizationsHBv4HBv2 + OptimizationsHBv2HBv3HCHC + Optimizations8M16M24M32M40MSE +/- 50767.44, N = 3SE +/- 1666.67, N = 3SE +/- 20201.76, N = 3SE +/- 17676.10, N = 3SE +/- 2185.81, N = 3SE +/- 4096.07, N = 3SE +/- 1333.33, N = 3SE +/- 1000.00, N = 33717500035693667353626673508066733211667328173333179633331262000-march=native-march=native-march=native-march=native1. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Timed Linux Kernel Compilation

Build: allmodconfig

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: allmodconfigHBv4HBv2HBv3HC400800120016002000SE +/- 32.03, N = 9SE +/- 22.46, N = 3SE +/- 22.02, N = 3SE +/- 7.59, N = 31681.261782.931889.461950.63

OSPRay

Benchmark: particle_volume/pathtracer/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 2.12Benchmark: particle_volume/pathtracer/real_timeHBv4HBv4 + OptimizationsHBv3HBv3 + OptimizationsHBv2 + OptimizationsHBv2HC + OptimizationsHC50100150200250SE +/- 0.07, N = 3SE +/- 0.81, N = 3SE +/- 0.23, N = 3SE +/- 1.50, N = 7SE +/- 0.83, N = 3SE +/- 3.07, N = 12SE +/- 7.22, N = 9SE +/- 8.14, N = 12208.34208.05168.24167.50162.45157.1396.7686.57

ACES DGEMM

Sustained Floating-Point Rate

OpenBenchmarking.orgGFLOP/s, More Is BetterACES DGEMM 1.0Sustained Floating-Point RateHBv4HBv4 + OptimizationsHBv3HBv3 + OptimizationsHCHC + OptimizationsHBv2 + OptimizationsHBv21224364860SE +/- 0.359007, N = 3SE +/- 0.581762, N = 5SE +/- 0.132089, N = 3SE +/- 0.146977, N = 3SE +/- 0.199669, N = 15SE +/- 0.474074, N = 12SE +/- 0.275809, N = 12SE +/- 0.272351, N = 1553.17569152.80244025.10487625.04835214.34083014.0720276.3954155.8999031. (CC) gcc options: -O3 -march=native -fopenmp

HeFFTe - Highly Efficient FFT for Exascale

Test: c2c - Backend: Stock - Precision: double - X Y Z: 128

OpenBenchmarking.orgGFLOP/s, More Is BetterHeFFTe - Highly Efficient FFT for Exascale 2.3Test: c2c - Backend: Stock - Precision: double - X Y Z: 128HBv4HBv2HBv3HC20406080100SE +/- 3.68, N = 14SE +/- 1.33, N = 15SE +/- 1.12, N = 15SE +/- 0.30, N = 387.6651.4050.6141.731. (CXX) g++ options: -O3 -pthread

HeFFTe - Highly Efficient FFT for Exascale

Test: c2c - Backend: FFTW - Precision: double - X Y Z: 128

OpenBenchmarking.orgGFLOP/s, More Is BetterHeFFTe - Highly Efficient FFT for Exascale 2.3Test: c2c - Backend: FFTW - Precision: double - X Y Z: 128HBv4HBv2HBv3HC20406080100SE +/- 3.67, N = 15SE +/- 1.72, N = 15SE +/- 1.84, N = 15SE +/- 0.65, N = 580.2559.4259.3859.141. (CXX) g++ options: -O3 -pthread

libxsmm

M N K: 32

OpenBenchmarking.orgGFLOPS/s, More Is Betterlibxsmm 2-1.17-3645M N K: 32HBv4 + OptimizationsHBv4HBv3HBv3 + OptimizationsHC + OptimizationsHCHBv2HBv2 + Optimizations13002600390052006500SE +/- 87.98, N = 3SE +/- 443.26, N = 12SE +/- 32.59, N = 14SE +/- 38.99, N = 12SE +/- 3.15, N = 9SE +/- 2.82, N = 11SE +/- 3.90, N = 12SE +/- 1.72, N = 36163.05006.81506.31438.1384.9379.9195.1164.81. (CXX) g++ options: -dynamic -Bstatic -static-libgcc -lgomp -lpthread -lm -lrt -ldl -lquadmath -lstdc++ -pthread -fPIC -std=c++14 -pedantic -O2 -fopenmp -fopenmp-simd -funroll-loops -ftree-vectorize -fdata-sections -ffunction-sections -fvisibility=hidden -march=core-avx2

Phoronix Test Suite v10.8.4