Linux Servers AlmaLinux vs. RHEL 9.0

Benchmarks by Michael Larabel for a future article looking at RHEL 9.0 performance.

HTML result view exported from: https://openbenchmarking.org/result/2206086-NE-ALMALINUX77&sgm=1&grr.

Linux Servers AlmaLinux vs. RHEL 9.0ProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelDesktopDisplay ServerCompilerFile-SystemScreen ResolutionRHEL 9.0AlmaLinux 9.02 x AMD EPYC 7773X 64-Core @ 2.20GHz (128 Cores / 256 Threads)AMD DAYTONA_X (RYM1009B BIOS)AMD Starship/Matisse16 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E2800GB INTEL SSDPF21Q800GBASPEEDVE2282 x Mellanox MT27710Red Hat Enterprise Linux 9.05.14.0-70.13.1.el9_0.x86_64 (x86_64)GNOME Shell 40.9X Server 1.20.11GCC 11.2.1 20220127xfs1920x1080AlmaLinux 9.0OpenBenchmarking.orgKernel Details- Transparent Huge Pages: alwaysCompiler Details- --build=x86_64-redhat-linux --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-host-bind-now --enable-host-pie --enable-initfini-array --enable-languages=c,c++,fortran,lto --enable-link-serialization=1 --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=x86-64 --with-arch_64=x86-64-v2 --with-build-config=bootstrap-lto --with-gcc-major-version-only --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver --without-isl Processor Details- Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa001229 Java Details- OpenJDK Runtime Environment 18.9 (build 11.0.15+10-LTS)Python Details- Python 3.9.10Security Details- SELinux + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Linux Servers AlmaLinux vs. RHEL 9.0ospray: particle_volume/pathtracer/real_timemnn: mobilenet-v1-1.0mnn: MobileNetV2_224mnn: SqueezeNetV1.0mnn: squeezenetv1.1mnn: mobilenetV3mnn: inception-v3mnn: resnet-v2-50blender: Barbershop - CPU-Onlyonnx: bertsquad-12 - CPU - Standardonnx: yolov4 - CPU - Standardospray: particle_volume/scivis/real_timejpegxl: PNG - 8securemark: SecureMark-TLSonnx: GPT-2 - CPU - Standardluaradio: Hilbert Transformluaradio: Complex Phaseluaradio: FM Deemphasis Filterluaradio: Five Back to Back FIR Filtersappleseed: Material Testergraph500: 26graph500: 26graph500: 26graph500: 26numpy: ospray: particle_volume/ao/real_timehimeno: Poisson Pressure Solverbuild-llvm: Unix Makefilesjava-jmh: Throughputospray: gravity_spheres_volume/dim_512/ao/real_timemrbayes: Primate Phylogeny Analysiscompress-zstd: 3 - Decompression Speedcompress-zstd: 3 - Compression Speedasmfish: 1024 Hash Memory, 26 Depthospray: gravity_spheres_volume/dim_512/pathtracer/real_timeonnx: ArcFace ResNet-100 - CPU - Standardrenaissance: Rand Forestsrsran: 4G PHY_DL_Test 100 PRB MIMO 256-QAMsrsran: 4G PHY_DL_Test 100 PRB MIMO 256-QAMsrsran: OFDM_Teststress-ng: System V Message Passingngspice: C7552compress-zstd: 3, Long Mode - Decompression Speedcompress-zstd: 3, Long Mode - Compression Speedospray: gravity_spheres_volume/dim_512/scivis/real_timecompress-zstd: 3, Long Mode - Decompression Speedcompress-zstd: 3, Long Mode - Compression Speedbuild-nodejs: Time To Compilebuild-llvm: Ninjaappleseed: Emilynginx: 1000incompact3d: input.i3d 129 Cells Per Directionpennant: leblancbigpyperformance: python_startupstress-ng: Glibc C String Functionsdacapobench: Tradebeanspyperformance: 2to3radiance: SMP Parallelfinancebench: Bonds OpenMPsqlite-speedtest: Timed Time - Size 1,000pennant: sedovbigcompress-7zip: Decompression Ratingcompress-7zip: Compression Ratingpyperformance: gosimdjson: Kostyabuild2: Time To Compilesimdjson: LargeRandjpegxl-decode: 1build-gdb: Time To Compiledacapobench: H2blender: Pabellon Barcelona - CPU-Onlyaskap: tConvolve MPI - Griddingaskap: tConvolve MPI - Degriddingfinancebench: Repo OpenMPcompress-zstd: 19 - Decompression Speedcompress-zstd: 19 - Compression Speedaskap: Hogbom Clean OpenMPpyperformance: regex_compilecompress-zstd: 19, Long Mode - Decompression Speedcompress-zstd: 19, Long Mode - Compression Speedcompress-zstd: 19 - Decompression Speedcompress-zstd: 19 - Compression Speedblender: Classroom - CPU-Onlysrsran: 4G PHY_DL_Test 100 PRB MIMO 64-QAMsrsran: 4G PHY_DL_Test 100 PRB MIMO 64-QAMcompress-zstd: 19, Long Mode - Decompression Speedcompress-zstd: 19, Long Mode - Compression Speedbuild-php: Time To Compilepyperformance: pathliboidn: RTLightmap.hdr.4096x4096appleseed: Disney Materialluajit: Compositestress-ng: CPU Cachepyperformance: django_templatephpbench: PHP Benchmark Suitestress-ng: Mallocstress-ng: Memory Copyingstress-ng: MEMFDstress-ng: MMAPstress-ng: CPU Stressstress-ng: SENDFILEstress-ng: Glibc Qsort Data Sortingstress-ng: Matrix Mathstress-ng: Cryptostress-ng: Semaphoresstress-ng: Vector Mathpyperformance: pickle_pure_pythonetcpak: ETC2pybench: Total For Average Test Timespyperformance: chaoscoremark: CoreMark Size 666 - Iterations Per Secondtjbench: Decompression Throughputpyperformance: floatpyperformance: json_loadsnamd: ATPase Simulation - 327,506 Atomssrsran: 5G PHY_DL_NR Test 52 PRB SISO 64-QAMsrsran: 5G PHY_DL_NR Test 52 PRB SISO 64-QAMcrafty: Elapsed Timebuild-apache: Time To Compilesrsran: 4G PHY_DL_Test 100 PRB SISO 256-QAMsrsran: 4G PHY_DL_Test 100 PRB SISO 256-QAMaskap: tConvolve OpenMP - Degriddingaskap: tConvolve OpenMP - Griddingblender: Fishy Cat - CPU-Onlyopenssl: openssl: liquid-dsp: 160 - 256 - 57liquid-dsp: 128 - 256 - 57liquid-dsp: 64 - 256 - 57etcpak: ETC1 + Ditheringbuild-linux-kernel: defconfigdolfyn: Computational Fluid Dynamicsetcpak: ETC1srsran: 4G PHY_DL_Test 100 PRB SISO 64-QAMsrsran: 4G PHY_DL_Test 100 PRB SISO 64-QAMblender: BMW27 - CPU-Onlyoidn: RT.hdr_alb_nrm.3840x2160oidn: RT.ldr_alb_nrm.3840x2160svt-vp9: VMAF Optimized - Bosphorus 1080pjpegxl: JPEG - 8astcenc: Exhaustivebuild-mplayer: Time To Compiledacapobench: Jythonm-queens: Time To Solveastcenc: Thoroughetcpak: DXT1svt-vp9: Visual Quality Optimized - Bosphorus 1080pastcenc: Mediumsvt-vp9: PSNR/SSIM Optimized - Bosphorus 1080pRHEL 9.0AlmaLinux 9.0162.88126.08624.161145.84526287123.4360.992402449158603.7228.91087.9336.040475502814000371559000994695000975699000483.85128.8253886.276806175.639158475086528.5916.7815142.6233791.86540.429016609125.73071144680.4135.4410.61301466679850920.21100.8184221.2823.016.07704135.1849.495.13594.701136.35850386232.692.695861533.7982778.9514155471.634681342179.66752505.80859458.0885.3944417639497065032792.7953.7690.9659.7247.999375045.5071171.863620.835291.9049483376.0113.5339.4611883547.662.63465.4114.936.67127.1377.13441.662.933.58017.80.9446.8238021405.5316.9652.7660092591945797.5112968.582145.064716.73258591.922070705.841357.26387988.28164418.2818217149.22705343.24484173.19111411284541231.789327194.35259812123.30.2251659.5121.1918954520.468143.3412.614966.913263.819.181772035.027057.8573833333356759000003113533333254.16619.00917.537282.084137.0379.914.791.941.95411.4028.895.87318.24740395.5085.12171104.08336.073.8828404.53165.4993.8946.2639.95110.5896.70026.06823.229142.79536279123.8080.99240486850322.9602.8227.61093.6353.985605488190000361120000953793000936849000484.48129.4253867.560997175.694156837106257.3816.7294140.6663774.76930.829140052125.69531160669.9134.9408.51280666679458709.5099.6554217.9840.116.04764119.8832.395.28994.727138.00029183400.762.716011753.8717008.9413916387.524615345180.87452787.92187558.5485.4092487547697088882842.7955.6680.9659.4348.273383245.1371567.163937.335297.7135423478.8114.5343.7771913557.061.73453.3112.736.71127.4377.63434.963.333.58917.60.9646.5111951407.8616.9552.7657180592639160.8812731.982114.854677.62258776.602117984.211358.22389017.66164374.2118298806.99705479.13485173.10811481344541670.557027194.39869812123.10.2218958.8121.1925216121.069143.4410.715372.112678.919.021771896.327100.4574326666756786666673100900000254.24919.23617.536281.712137.5378.714.721.941.95399.1628.845.89928.38940235.4605.11771104.735333.133.8913405.48OpenBenchmarking.org

OSPray

Benchmark: particle_volume/pathtracer/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPray 2.9Benchmark: particle_volume/pathtracer/real_timeRHEL 9.0AlmaLinux 9.04080120160200SE +/- 3.72, N = 9SE +/- 1.76, N = 3162.88165.50

Mobile Neural Network

Model: mobilenet-v1-1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: mobilenet-v1-1.0AlmaLinux 9.00.87621.75242.62863.50484.381SE +/- 0.152, N = 123.894MIN: 2.84 / MAX: 12.461. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Mobile Neural Network

Model: MobileNetV2_224

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: MobileNetV2_224AlmaLinux 9.0246810SE +/- 0.606, N = 126.263MIN: 3.39 / MAX: 30.131. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Mobile Neural Network

Model: SqueezeNetV1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: SqueezeNetV1.0AlmaLinux 9.03691215SE +/- 2.294, N = 129.951MIN: 6.46 / MAX: 74.311. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Mobile Neural Network

Model: squeezenetv1.1

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: squeezenetv1.1AlmaLinux 9.03691215SE +/- 1.59, N = 1210.59MIN: 4.95 / MAX: 38.791. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Mobile Neural Network

Model: mobilenetV3

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: mobilenetV3AlmaLinux 9.0246810SE +/- 1.329, N = 126.700MIN: 2.72 / MAX: 23.391. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Mobile Neural Network

Model: inception-v3

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: inception-v3RHEL 9.0AlmaLinux 9.0612182430SE +/- 0.22, N = 9SE +/- 0.20, N = 1226.0926.07MIN: 24.34 / MAX: 145.36MIN: 23.84 / MAX: 88.651. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Mobile Neural Network

Model: resnet-v2-50

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.2Model: resnet-v2-50RHEL 9.0AlmaLinux 9.0612182430SE +/- 0.96, N = 9SE +/- 0.18, N = 1224.1623.23MIN: 19.56 / MAX: 80.85MIN: 19.83 / MAX: 56.141. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Blender

Blend File: Barbershop - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.0Blend File: Barbershop - Compute: CPU-OnlyRHEL 9.0AlmaLinux 9.0306090120150SE +/- 3.14, N = 12SE +/- 0.21, N = 3145.84142.79

ONNX Runtime

Model: bertsquad-12 - Device: CPU - Executor: Standard

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: bertsquad-12 - Device: CPU - Executor: StandardRHEL 9.0AlmaLinux 9.0120240360480600SE +/- 6.86, N = 12SE +/- 5.99, N = 35265361. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt

ONNX Runtime

Model: yolov4 - Device: CPU - Executor: Standard

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: yolov4 - Device: CPU - Executor: StandardRHEL 9.0AlmaLinux 9.060120180240300SE +/- 3.27, N = 12SE +/- 2.03, N = 32872791. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt

OSPray

Benchmark: particle_volume/scivis/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPray 2.9Benchmark: particle_volume/scivis/real_timeRHEL 9.0AlmaLinux 9.0306090120150SE +/- 0.22, N = 3SE +/- 0.16, N = 3123.44123.81

JPEG XL libjxl

Input: PNG - Encode Speed: 8

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.6.1Input: PNG - Encode Speed: 8RHEL 9.0AlmaLinux 9.00.22280.44560.66840.89121.114SE +/- 0.00, N = 3SE +/- 0.00, N = 30.990.991. (CXX) g++ options: -funwind-tables -O3 -O2 -fPIE -pie

SecureMark

Benchmark: SecureMark-TLS

OpenBenchmarking.orgmarks, More Is BetterSecureMark 1.0.4Benchmark: SecureMark-TLSRHEL 9.0AlmaLinux 9.050K100K150K200K250KSE +/- 456.60, N = 3SE +/- 319.53, N = 32402442404861. (CC) gcc options: -pedantic -O3

ONNX Runtime

Model: GPT-2 - Device: CPU - Executor: Standard

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: GPT-2 - Device: CPU - Executor: StandardRHEL 9.0AlmaLinux 9.02K4K6K8K10KSE +/- 617.28, N = 9SE +/- 96.07, N = 3915885031. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt

LuaRadio

Test: Hilbert Transform

OpenBenchmarking.orgMiB/s, More Is BetterLuaRadio 0.9.1Test: Hilbert TransformAlmaLinux 9.0510152025SE +/- 0.00, N = 322.9

LuaRadio

Test: Complex Phase

OpenBenchmarking.orgMiB/s, More Is BetterLuaRadio 0.9.1Test: Complex PhaseRHEL 9.0AlmaLinux 9.0130260390520650SE +/- 0.45, N = 3SE +/- 0.70, N = 3603.7602.8

LuaRadio

Test: FM Deemphasis Filter

OpenBenchmarking.orgMiB/s, More Is BetterLuaRadio 0.9.1Test: FM Deemphasis FilterRHEL 9.0AlmaLinux 9.050100150200250SE +/- 1.48, N = 3SE +/- 3.00, N = 3228.9227.6

LuaRadio

Test: Five Back to Back FIR Filters

OpenBenchmarking.orgMiB/s, More Is BetterLuaRadio 0.9.1Test: Five Back to Back FIR FiltersRHEL 9.0AlmaLinux 9.02004006008001000SE +/- 2.47, N = 3SE +/- 4.11, N = 31087.91093.6

Appleseed

Scene: Material Tester

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Material TesterRHEL 9.0AlmaLinux 9.080160240320400336.04353.99

Graph500

Scale: 26

OpenBenchmarking.orgsssp max_TEPS, More Is BetterGraph500 3.0Scale: 26RHEL 9.0AlmaLinux 9.0110M220M330M440M550M5028140004881900001. (CC) gcc options: -fcommon -O3 -lpthread -lm -lmpi

Graph500

Scale: 26

OpenBenchmarking.orgsssp median_TEPS, More Is BetterGraph500 3.0Scale: 26RHEL 9.0AlmaLinux 9.080M160M240M320M400M3715590003611200001. (CC) gcc options: -fcommon -O3 -lpthread -lm -lmpi

Graph500

Scale: 26

OpenBenchmarking.orgbfs max_TEPS, More Is BetterGraph500 3.0Scale: 26RHEL 9.0AlmaLinux 9.0200M400M600M800M1000M9946950009537930001. (CC) gcc options: -fcommon -O3 -lpthread -lm -lmpi

Graph500

Scale: 26

OpenBenchmarking.orgbfs median_TEPS, More Is BetterGraph500 3.0Scale: 26RHEL 9.0AlmaLinux 9.0200M400M600M800M1000M9756990009368490001. (CC) gcc options: -fcommon -O3 -lpthread -lm -lmpi

Numpy Benchmark

OpenBenchmarking.orgScore, More Is BetterNumpy BenchmarkRHEL 9.0AlmaLinux 9.0100200300400500SE +/- 2.07, N = 3SE +/- 2.39, N = 3483.85484.48

OSPray

Benchmark: particle_volume/ao/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPray 2.9Benchmark: particle_volume/ao/real_timeRHEL 9.0AlmaLinux 9.0306090120150SE +/- 0.11, N = 3SE +/- 0.78, N = 3128.83129.43

Himeno Benchmark

Poisson Pressure Solver

OpenBenchmarking.orgMFLOPS, More Is BetterHimeno Benchmark 3.0Poisson Pressure SolverRHEL 9.0AlmaLinux 9.08001600240032004000SE +/- 32.74, N = 3SE +/- 46.27, N = 153886.283867.561. (CC) gcc options: -O3 -mavx2

Timed LLVM Compilation

Build System: Unix Makefiles

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 13.0Build System: Unix MakefilesRHEL 9.0AlmaLinux 9.04080120160200SE +/- 0.38, N = 3SE +/- 0.38, N = 3175.64175.69

Java JMH

Throughput

OpenBenchmarking.orgOps/s, More Is BetterJava JMHThroughputRHEL 9.0AlmaLinux 9.030000M60000M90000M120000M150000M158475086528.59156837106257.38

OSPray

Benchmark: gravity_spheres_volume/dim_512/ao/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPray 2.9Benchmark: gravity_spheres_volume/dim_512/ao/real_timeRHEL 9.0AlmaLinux 9.048121620SE +/- 0.02, N = 3SE +/- 0.03, N = 316.7816.73

Timed MrBayes Analysis

Primate Phylogeny Analysis

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MrBayes Analysis 3.2.7Primate Phylogeny AnalysisRHEL 9.0AlmaLinux 9.0306090120150SE +/- 0.40, N = 3SE +/- 0.68, N = 3142.62140.671. (CC) gcc options: -mmmx -msse -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -msse4a -msha -maes -mavx -mfma -mavx2 -mrdrnd -mbmi -mbmi2 -madx -mabm -O3 -std=c99 -pedantic -lm

Zstd Compression

Compression Level: 3 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 3 - Decompression SpeedRHEL 9.0AlmaLinux 9.08001600240032004000SE +/- 3.65, N = 11SE +/- 3.62, N = 73791.83774.71. (CC) gcc options: -O3 -pthread -lz -llzma

Zstd Compression

Compression Level: 3 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 3 - Compression SpeedRHEL 9.0AlmaLinux 9.015003000450060007500SE +/- 161.79, N = 15SE +/- 63.59, N = 76540.46930.81. (CC) gcc options: -O3 -pthread -lz -llzma

asmFish

1024 Hash Memory, 26 Depth

OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 DepthRHEL 9.0AlmaLinux 9.060M120M180M240M300MSE +/- 2315245.75, N = 3SE +/- 3059489.29, N = 4290166091291400521

OSPray

Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPray 2.9Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_timeRHEL 9.0AlmaLinux 9.0612182430SE +/- 0.06, N = 3SE +/- 0.03, N = 325.7325.70

ONNX Runtime

Model: ArcFace ResNet-100 - Device: CPU - Executor: Standard

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: ArcFace ResNet-100 - Device: CPU - Executor: StandardRHEL 9.0AlmaLinux 9.02004006008001000SE +/- 6.65, N = 3SE +/- 8.41, N = 3114411601. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt

Renaissance

Test: Random Forest

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: Random ForestRHEL 9.0AlmaLinux 9.0150300450600750SE +/- 10.27, N = 15SE +/- 6.20, N = 3680.4669.9MIN: 602.58 / MAX: 939.03MIN: 599.86 / MAX: 941.92

srsRAN

Test: 4G PHY_DL_Test 100 PRB MIMO 256-QAM

OpenBenchmarking.orgUE Mb/s, More Is BettersrsRAN 21.10Test: 4G PHY_DL_Test 100 PRB MIMO 256-QAMRHEL 9.0AlmaLinux 9.0306090120150SE +/- 0.72, N = 3SE +/- 0.26, N = 12135.4134.91. (CXX) g++ options: -std=c++11 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -rdynamic -lmbedcrypto -lconfig++ -lsctp -lpthread -lm -lfftw3f

srsRAN

Test: 4G PHY_DL_Test 100 PRB MIMO 256-QAM

OpenBenchmarking.orgeNb Mb/s, More Is BettersrsRAN 21.10Test: 4G PHY_DL_Test 100 PRB MIMO 256-QAMRHEL 9.0AlmaLinux 9.090180270360450SE +/- 1.44, N = 3SE +/- 2.78, N = 12410.6408.51. (CXX) g++ options: -std=c++11 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -rdynamic -lmbedcrypto -lconfig++ -lsctp -lpthread -lm -lfftw3f

srsRAN

Test: OFDM_Test

OpenBenchmarking.orgSamples / Second, More Is BettersrsRAN 21.10Test: OFDM_TestRHEL 9.0AlmaLinux 9.030M60M90M120M150MSE +/- 997705.30, N = 15SE +/- 1128912.95, N = 31301466671280666671. (CXX) g++ options: -std=c++11 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -rdynamic -lmbedcrypto -lconfig++ -lsctp -lpthread -lm -lfftw3f

Stress-NG

Test: System V Message Passing

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: System V Message PassingRHEL 9.0AlmaLinux 9.02M4M6M8M10MSE +/- 92486.83, N = 15SE +/- 91954.56, N = 69850920.219458709.501. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread

Ngspice

Circuit: C7552

OpenBenchmarking.orgSeconds, Fewer Is BetterNgspice 34Circuit: C7552RHEL 9.0AlmaLinux 9.020406080100SE +/- 0.55, N = 3SE +/- 0.05, N = 3100.8299.661. (CC) gcc options: -O0 -fopenmp -lm -lstdc++ -lfftw3 -lXaw -lXmu -lXt -lXext -lX11 -lSM -lICE

Zstd Compression

Compression Level: 3, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 3, Long Mode - Decompression SpeedRHEL 9.0AlmaLinux 9.09001800270036004500SE +/- 5.55, N = 3SE +/- 4.28, N = 154221.24217.91. *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***

Zstd Compression

Compression Level: 3, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 3, Long Mode - Compression SpeedRHEL 9.0AlmaLinux 9.02004006008001000SE +/- 0.46, N = 3SE +/- 7.85, N = 15823.0840.11. *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***

OSPray

Benchmark: gravity_spheres_volume/dim_512/scivis/real_time

OpenBenchmarking.orgItems Per Second, More Is BetterOSPray 2.9Benchmark: gravity_spheres_volume/dim_512/scivis/real_timeRHEL 9.0AlmaLinux 9.048121620SE +/- 0.02, N = 3SE +/- 0.01, N = 316.0816.05

Zstd Compression

Compression Level: 3, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 3, Long Mode - Decompression SpeedRHEL 9.0AlmaLinux 9.09001800270036004500SE +/- 3.62, N = 13SE +/- 10.26, N = 34135.14119.81. (CC) gcc options: -O3 -pthread -lz -llzma

Zstd Compression

Compression Level: 3, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 3, Long Mode - Compression SpeedRHEL 9.0AlmaLinux 9.02004006008001000SE +/- 5.77, N = 13SE +/- 0.19, N = 3849.4832.31. (CC) gcc options: -O3 -pthread -lz -llzma

Timed Node.js Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 17.3Time To CompileRHEL 9.0AlmaLinux 9.020406080100SE +/- 0.08, N = 3SE +/- 0.20, N = 395.1495.29

Timed LLVM Compilation

Build System: Ninja

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 13.0Build System: NinjaRHEL 9.0AlmaLinux 9.020406080100SE +/- 0.42, N = 3SE +/- 0.16, N = 394.7094.73

Appleseed

Scene: Emily

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: EmilyRHEL 9.0AlmaLinux 9.0306090120150136.36138.00

nginx

Concurrent Requests: 1000

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.21.1Concurrent Requests: 1000RHEL 9.0AlmaLinux 9.020K40K60K80K100KSE +/- 118.41, N = 3SE +/- 72.96, N = 386232.6983400.761. (CC) gcc options: -lcrypt -lz -O3 -march=native

Xcompact3d Incompact3d

Input: input.i3d 129 Cells Per Direction

OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: input.i3d 129 Cells Per DirectionRHEL 9.0AlmaLinux 9.00.61111.22221.83332.44443.0555SE +/- 0.11316943, N = 15SE +/- 0.10756124, N = 152.695861532.716011751. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -lmpi_usempif08 -lmpi_mpifh -lmpi

Pennant

Test: leblancbig

OpenBenchmarking.orgHydro Cycle Time - Seconds, Fewer Is BetterPennant 1.0.1Test: leblancbigRHEL 9.0AlmaLinux 9.00.87111.74222.61333.48444.3555SE +/- 0.080838, N = 12SE +/- 0.082593, N = 153.7982773.8717001. (CXX) g++ options: -fopenmp -lmpi_cxx -lmpi

PyPerformance

Benchmark: python_startup

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: python_startupRHEL 9.0AlmaLinux 9.03691215SE +/- 0.00, N = 3SE +/- 0.00, N = 38.958.94

Stress-NG

Test: Glibc C String Functions

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: Glibc C String FunctionsRHEL 9.0AlmaLinux 9.03M6M9M12M15MSE +/- 72912.94, N = 3SE +/- 247638.71, N = 1214155471.6313916387.521. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread

DaCapo Benchmark

Java Test: Tradebeans

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: TradebeansRHEL 9.0AlmaLinux 9.010002000300040005000SE +/- 125.35, N = 20SE +/- 156.37, N = 1646814615

PyPerformance

Benchmark: 2to3

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: 2to3RHEL 9.0AlmaLinux 9.070140210280350SE +/- 0.33, N = 3SE +/- 0.33, N = 3342345

Radiance Benchmark

Test: SMP Parallel

OpenBenchmarking.orgSeconds, Fewer Is BetterRadiance Benchmark 5.0Test: SMP ParallelRHEL 9.0AlmaLinux 9.04080120160200179.67180.87

FinanceBench

Benchmark: Bonds OpenMP

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Bonds OpenMPRHEL 9.0AlmaLinux 9.011K22K33K44K55KSE +/- 85.33, N = 3SE +/- 455.26, N = 352505.8152787.921. (CXX) g++ options: -O3 -march=native -fopenmp

SQLite Speedtest

Timed Time - Size 1,000

OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite Speedtest 3.30Timed Time - Size 1,000RHEL 9.0AlmaLinux 9.01326395265SE +/- 0.05, N = 3SE +/- 0.09, N = 358.0958.551. (CC) gcc options: -O2 -lz

Pennant

Test: sedovbig

OpenBenchmarking.orgHydro Cycle Time - Seconds, Fewer Is BetterPennant 1.0.1Test: sedovbigRHEL 9.0AlmaLinux 9.01.21712.43423.65134.86846.0855SE +/- 0.069579, N = 3SE +/- 0.052761, N = 155.3944415.4092481. (CXX) g++ options: -fopenmp -lmpi_cxx -lmpi

7-Zip Compression

Test: Decompression Rating

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 21.06Test: Decompression RatingRHEL 9.0AlmaLinux 9.0160K320K480K640K800KSE +/- 9443.61, N = 3SE +/- 12409.11, N = 57639497547691. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

7-Zip Compression

Test: Compression Rating

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 21.06Test: Compression RatingRHEL 9.0AlmaLinux 9.0150K300K450K600K750KSE +/- 4112.89, N = 3SE +/- 7662.89, N = 57065037088881. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

PyPerformance

Benchmark: go

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: goRHEL 9.0AlmaLinux 9.060120180240300SE +/- 0.33, N = 3SE +/- 0.33, N = 3279284

simdjson

Throughput Test: Kostya

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 1.0Throughput Test: KostyaRHEL 9.0AlmaLinux 9.00.62781.25561.88342.51123.139SE +/- 0.00, N = 3SE +/- 0.01, N = 32.792.791. (CXX) g++ options: -O3

Build2

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.13Time To CompileRHEL 9.0AlmaLinux 9.01326395265SE +/- 0.05, N = 3SE +/- 0.29, N = 353.7755.67

simdjson

Throughput Test: LargeRandom

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 1.0Throughput Test: LargeRandomRHEL 9.0AlmaLinux 9.00.2160.4320.6480.8641.08SE +/- 0.00, N = 3SE +/- 0.00, N = 30.960.961. (CXX) g++ options: -O3

JPEG XL Decoding libjxl

CPU Threads: 1

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL Decoding libjxl 0.6.1CPU Threads: 1RHEL 9.0AlmaLinux 9.01326395265SE +/- 0.08, N = 3SE +/- 0.18, N = 359.7259.43

Timed GDB GNU Debugger Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GDB GNU Debugger Compilation 10.2Time To CompileRHEL 9.0AlmaLinux 9.01122334455SE +/- 0.08, N = 3SE +/- 0.38, N = 348.0048.27

DaCapo Benchmark

Java Test: H2

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: H2RHEL 9.0AlmaLinux 9.08001600240032004000SE +/- 59.31, N = 20SE +/- 87.41, N = 1637503832

Blender

Blend File: Pabellon Barcelona - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.0Blend File: Pabellon Barcelona - Compute: CPU-OnlyRHEL 9.0AlmaLinux 9.01020304050SE +/- 0.17, N = 3SE +/- 0.02, N = 345.5045.13

ASKAP

Test: tConvolve MPI - Gridding

OpenBenchmarking.orgMpix/sec, More Is BetterASKAP 1.0Test: tConvolve MPI - GriddingRHEL 9.0AlmaLinux 9.015K30K45K60K75KSE +/- 696.55, N = 3SE +/- 408.97, N = 371171.871567.11. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

ASKAP

Test: tConvolve MPI - Degridding

OpenBenchmarking.orgMpix/sec, More Is BetterASKAP 1.0Test: tConvolve MPI - DegriddingRHEL 9.0AlmaLinux 9.014K28K42K56K70KSE +/- 556.62, N = 3SE +/- 326.20, N = 363620.863937.31. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

FinanceBench

Benchmark: Repo OpenMP

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Repo OpenMPRHEL 9.0AlmaLinux 9.08K16K24K32K40KSE +/- 24.61, N = 3SE +/- 7.96, N = 335291.9035297.711. (CXX) g++ options: -O3 -march=native -fopenmp

Zstd Compression

Compression Level: 19 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19 - Decompression SpeedRHEL 9.0AlmaLinux 9.07001400210028003500SE +/- 83.81, N = 3SE +/- 1.88, N = 33376.03478.81. (CC) gcc options: -O3 -pthread -lz -llzma

Zstd Compression

Compression Level: 19 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19 - Compression SpeedRHEL 9.0AlmaLinux 9.0306090120150SE +/- 1.30, N = 3SE +/- 0.72, N = 3113.5114.51. (CC) gcc options: -O3 -pthread -lz -llzma

ASKAP

Test: Hogbom Clean OpenMP

OpenBenchmarking.orgIterations Per Second, More Is BetterASKAP 1.0Test: Hogbom Clean OpenMPRHEL 9.0AlmaLinux 9.070140210280350SE +/- 4.00, N = 3SE +/- 4.41, N = 12339.46343.781. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

PyPerformance

Benchmark: regex_compile

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: regex_compileRHEL 9.0AlmaLinux 9.04080120160200SE +/- 0.00, N = 3SE +/- 0.33, N = 3188191

Zstd Compression

Compression Level: 19, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19, Long Mode - Decompression SpeedRHEL 9.0AlmaLinux 9.08001600240032004000SE +/- 8.73, N = 3SE +/- 2.74, N = 33547.63557.01. (CC) gcc options: -O3 -pthread -lz -llzma

Zstd Compression

Compression Level: 19, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19, Long Mode - Compression SpeedRHEL 9.0AlmaLinux 9.01428425670SE +/- 0.40, N = 3SE +/- 0.23, N = 362.661.71. (CC) gcc options: -O3 -pthread -lz -llzma

Zstd Compression

Compression Level: 19 - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Decompression SpeedRHEL 9.0AlmaLinux 9.07001400210028003500SE +/- 11.29, N = 3SE +/- 9.97, N = 33465.43453.31. *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***

Zstd Compression

Compression Level: 19 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19 - Compression SpeedRHEL 9.0AlmaLinux 9.0306090120150SE +/- 1.35, N = 3SE +/- 1.32, N = 3114.9112.71. *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***

Blender

Blend File: Classroom - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.0Blend File: Classroom - Compute: CPU-OnlyRHEL 9.0AlmaLinux 9.0816243240SE +/- 0.04, N = 3SE +/- 0.08, N = 336.6736.71

srsRAN

Test: 4G PHY_DL_Test 100 PRB MIMO 64-QAM

OpenBenchmarking.orgUE Mb/s, More Is BettersrsRAN 21.10Test: 4G PHY_DL_Test 100 PRB MIMO 64-QAMRHEL 9.0AlmaLinux 9.0306090120150SE +/- 0.35, N = 3SE +/- 0.23, N = 3127.1127.41. (CXX) g++ options: -std=c++11 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -rdynamic -lmbedcrypto -lconfig++ -lsctp -lpthread -lm -lfftw3f

srsRAN

Test: 4G PHY_DL_Test 100 PRB MIMO 64-QAM

OpenBenchmarking.orgeNb Mb/s, More Is BettersrsRAN 21.10Test: 4G PHY_DL_Test 100 PRB MIMO 64-QAMRHEL 9.0AlmaLinux 9.080160240320400SE +/- 0.39, N = 3SE +/- 0.23, N = 3377.1377.61. (CXX) g++ options: -std=c++11 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -rdynamic -lmbedcrypto -lconfig++ -lsctp -lpthread -lm -lfftw3f

Zstd Compression

Compression Level: 19, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Decompression SpeedRHEL 9.0AlmaLinux 9.07001400210028003500SE +/- 0.95, N = 3SE +/- 3.19, N = 33441.63434.91. *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***

Zstd Compression

Compression Level: 19, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 19, Long Mode - Compression SpeedRHEL 9.0AlmaLinux 9.01428425670SE +/- 0.48, N = 3SE +/- 0.32, N = 362.963.31. *** zstd command line interface 64-bits v1.5.1, by Yann Collet ***

Timed PHP Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed PHP Compilation 7.4.2Time To CompileRHEL 9.0AlmaLinux 9.0816243240SE +/- 0.06, N = 3SE +/- 0.05, N = 333.5833.59

PyPerformance

Benchmark: pathlib

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pathlibRHEL 9.0AlmaLinux 9.048121620SE +/- 0.03, N = 3SE +/- 0.03, N = 317.817.6

Intel Open Image Denoise

Run: RTLightmap.hdr.4096x4096

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RTLightmap.hdr.4096x4096RHEL 9.0AlmaLinux 9.00.2160.4320.6480.8641.08SE +/- 0.00, N = 3SE +/- 0.01, N = 30.940.96

Appleseed

Scene: Disney Material

OpenBenchmarking.orgSeconds, Fewer Is BetterAppleseed 2.0 BetaScene: Disney MaterialRHEL 9.0AlmaLinux 9.0112233445546.8246.51

LuaJIT

Test: Composite

OpenBenchmarking.orgMflops, More Is BetterLuaJIT 2.1-gitTest: CompositeRHEL 9.0AlmaLinux 9.030060090012001500SE +/- 0.40, N = 3SE +/- 1.45, N = 31405.531407.861. (CC) gcc options: -lm -ldl -O2 -fomit-frame-pointer -U_FORTIFY_SOURCE -fno-stack-protector

Stress-NG

Test: CPU Cache

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: CPU CacheRHEL 9.0AlmaLinux 9.048121620SE +/- 0.00, N = 3SE +/- 0.00, N = 316.9616.951. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread

PyPerformance

Benchmark: django_template

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: django_templateRHEL 9.0AlmaLinux 9.01224364860SE +/- 0.07, N = 3SE +/- 0.06, N = 352.752.7

PHPBench

PHP Benchmark Suite

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark SuiteRHEL 9.0AlmaLinux 9.0140K280K420K560K700KSE +/- 3970.04, N = 3SE +/- 1624.31, N = 3660092657180

Stress-NG

Test: Malloc

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: MallocRHEL 9.0AlmaLinux 9.0130M260M390M520M650MSE +/- 1848329.99, N = 3SE +/- 555307.36, N = 3591945797.51592639160.881. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread

Stress-NG

Test: Memory Copying

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: Memory CopyingRHEL 9.0AlmaLinux 9.03K6K9K12K15KSE +/- 48.66, N = 3SE +/- 38.11, N = 312968.5812731.981. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread

Stress-NG

Test: MEMFD

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: MEMFDRHEL 9.0AlmaLinux 9.05001000150020002500SE +/- 5.67, N = 3SE +/- 2.43, N = 32145.062114.851. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread

Stress-NG

Test: MMAP

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: MMAPRHEL 9.0AlmaLinux 9.010002000300040005000SE +/- 19.21, N = 3SE +/- 18.73, N = 34716.734677.621. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread

Stress-NG

Test: CPU Stress

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: CPU StressRHEL 9.0AlmaLinux 9.060K120K180K240K300KSE +/- 125.95, N = 3SE +/- 145.71, N = 3258591.92258776.601. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread

Stress-NG

Test: SENDFILE

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: SENDFILERHEL 9.0AlmaLinux 9.0500K1000K1500K2000K2500KSE +/- 838.16, N = 3SE +/- 3399.99, N = 32070705.842117984.211. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread

Stress-NG

Test: Glibc Qsort Data Sorting

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: Glibc Qsort Data SortingRHEL 9.0AlmaLinux 9.030060090012001500SE +/- 11.58, N = 3SE +/- 10.85, N = 31357.261358.221. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread

Stress-NG

Test: Matrix Math

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: Matrix MathRHEL 9.0AlmaLinux 9.080K160K240K320K400KSE +/- 1064.88, N = 3SE +/- 3169.40, N = 3387988.28389017.661. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread

Stress-NG

Test: Crypto

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: CryptoRHEL 9.0AlmaLinux 9.040K80K120K160K200KSE +/- 221.24, N = 3SE +/- 148.69, N = 3164418.28164374.211. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread

Stress-NG

Test: Semaphores

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: SemaphoresRHEL 9.0AlmaLinux 9.04M8M12M16M20MSE +/- 139547.64, N = 3SE +/- 159900.95, N = 318217149.2218298806.991. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread

Stress-NG

Test: Vector Math

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: Vector MathRHEL 9.0AlmaLinux 9.0150K300K450K600K750KSE +/- 156.24, N = 3SE +/- 195.09, N = 3705343.24705479.131. (CC) gcc options: -O2 -std=gnu99 -lm -lc -lcrypt -ldl -ljpeg -lrt -lsctp -lz -pthread

PyPerformance

Benchmark: pickle_pure_python

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: pickle_pure_pythonRHEL 9.0AlmaLinux 9.0100200300400500SE +/- 0.00, N = 3SE +/- 0.00, N = 3484485

Etcpak

Configuration: ETC2

OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: ETC2RHEL 9.0AlmaLinux 9.04080120160200SE +/- 0.05, N = 3SE +/- 0.00, N = 3173.19173.111. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test TimesRHEL 9.0AlmaLinux 9.02004006008001000SE +/- 2.52, N = 3SE +/- 6.23, N = 311411148

PyPerformance

Benchmark: chaos

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: chaosRHEL 9.0AlmaLinux 9.0306090120150SE +/- 0.33, N = 3SE +/- 0.33, N = 3128134

Coremark

CoreMark Size 666 - Iterations Per Second

OpenBenchmarking.orgIterations/Sec, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per SecondRHEL 9.0AlmaLinux 9.01000K2000K3000K4000K5000KSE +/- 4869.41, N = 3SE +/- 10268.58, N = 34541231.794541670.561. (CC) gcc options: -O2 -lrt" -lrt

libjpeg-turbo tjbench

Test: Decompression Throughput

OpenBenchmarking.orgMegapixels/sec, More Is Betterlibjpeg-turbo tjbench 2.1.0Test: Decompression ThroughputRHEL 9.0AlmaLinux 9.04080120160200SE +/- 0.15, N = 3SE +/- 0.10, N = 3194.35194.401. (CC) gcc options: -O3 -rdynamic

PyPerformance

Benchmark: float

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: floatRHEL 9.0AlmaLinux 9.0306090120150SE +/- 0.00, N = 3SE +/- 0.33, N = 3121121

PyPerformance

Benchmark: json_loads

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyPerformance 1.0.0Benchmark: json_loadsRHEL 9.0AlmaLinux 9.0612182430SE +/- 0.00, N = 3SE +/- 0.03, N = 323.323.1

NAMD

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD 2.14ATPase Simulation - 327,506 AtomsRHEL 9.0AlmaLinux 9.00.05070.10140.15210.20280.2535SE +/- 0.00101, N = 3SE +/- 0.00189, N = 30.225160.22189

srsRAN

Test: 5G PHY_DL_NR Test 52 PRB SISO 64-QAM

OpenBenchmarking.orgUE Mb/s, More Is BettersrsRAN 21.10Test: 5G PHY_DL_NR Test 52 PRB SISO 64-QAMRHEL 9.0AlmaLinux 9.01326395265SE +/- 0.09, N = 3SE +/- 0.07, N = 359.558.81. (CXX) g++ options: -std=c++11 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -rdynamic -lmbedcrypto -lconfig++ -lsctp -lpthread -lm -lfftw3f

srsRAN

Test: 5G PHY_DL_NR Test 52 PRB SISO 64-QAM

OpenBenchmarking.orgeNb Mb/s, More Is BettersrsRAN 21.10Test: 5G PHY_DL_NR Test 52 PRB SISO 64-QAMRHEL 9.0AlmaLinux 9.0306090120150SE +/- 0.32, N = 3SE +/- 0.37, N = 3121.1121.11. (CXX) g++ options: -std=c++11 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -rdynamic -lmbedcrypto -lconfig++ -lsctp -lpthread -lm -lfftw3f

Crafty

Elapsed Time

OpenBenchmarking.orgNodes Per Second, More Is BetterCrafty 25.2Elapsed TimeRHEL 9.0AlmaLinux 9.02M4M6M8M10MSE +/- 3914.63, N = 3SE +/- 13871.70, N = 3918954592521611. (CC) gcc options: -pthread -lstdc++ -fprofile-use -lm

Timed Apache Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Apache Compilation 2.4.41Time To CompileRHEL 9.0AlmaLinux 9.0510152025SE +/- 0.01, N = 3SE +/- 0.02, N = 320.4721.07

srsRAN

Test: 4G PHY_DL_Test 100 PRB SISO 256-QAM

OpenBenchmarking.orgUE Mb/s, More Is BettersrsRAN 21.10Test: 4G PHY_DL_Test 100 PRB SISO 256-QAMRHEL 9.0AlmaLinux 9.0306090120150SE +/- 0.35, N = 3SE +/- 0.45, N = 3143.3143.41. (CXX) g++ options: -std=c++11 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -rdynamic -lmbedcrypto -lconfig++ -lsctp -lpthread -lm -lfftw3f

srsRAN

Test: 4G PHY_DL_Test 100 PRB SISO 256-QAM

OpenBenchmarking.orgeNb Mb/s, More Is BettersrsRAN 21.10Test: 4G PHY_DL_Test 100 PRB SISO 256-QAMRHEL 9.0AlmaLinux 9.090180270360450SE +/- 0.80, N = 3SE +/- 0.58, N = 3412.6410.71. (CXX) g++ options: -std=c++11 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -rdynamic -lmbedcrypto -lconfig++ -lsctp -lpthread -lm -lfftw3f

ASKAP

Test: tConvolve OpenMP - Degridding

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 1.0Test: tConvolve OpenMP - DegriddingRHEL 9.0AlmaLinux 9.03K6K9K12K15KSE +/- 188.39, N = 11SE +/- 290.03, N = 314966.915372.11. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

ASKAP

Test: tConvolve OpenMP - Gridding

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 1.0Test: tConvolve OpenMP - GriddingRHEL 9.0AlmaLinux 9.03K6K9K12K15KSE +/- 278.01, N = 12SE +/- 0.00, N = 313263.812678.91. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

Blender

Blend File: Fishy Cat - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.0Blend File: Fishy Cat - Compute: CPU-OnlyRHEL 9.0AlmaLinux 9.0510152025SE +/- 0.05, N = 3SE +/- 0.06, N = 319.1819.02

OpenSSL

OpenBenchmarking.orgverify/s, More Is BetterOpenSSLRHEL 9.0AlmaLinux 9.0400K800K1200K1600K2000KSE +/- 733.31, N = 3SE +/- 1107.51, N = 31772035.01771896.31. OpenSSL 3.0.1 14 Dec 2021 (Library: OpenSSL 3.0.1 14 Dec 2021)

OpenSSL

OpenBenchmarking.orgsign/s, More Is BetterOpenSSLRHEL 9.0AlmaLinux 9.06K12K18K24K30KSE +/- 41.97, N = 3SE +/- 13.94, N = 327057.827100.41. OpenSSL 3.0.1 14 Dec 2021 (Library: OpenSSL 3.0.1 14 Dec 2021)

Liquid-DSP

Threads: 160 - Buffer Length: 256 - Filter Length: 57

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 160 - Buffer Length: 256 - Filter Length: 57RHEL 9.0AlmaLinux 9.01200M2400M3600M4800M6000MSE +/- 1827870.65, N = 3SE +/- 5926587.93, N = 3573833333357432666671. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Liquid-DSP

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

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 128 - Buffer Length: 256 - Filter Length: 57RHEL 9.0AlmaLinux 9.01200M2400M3600M4800M6000MSE +/- 5108163.40, N = 3SE +/- 3663028.50, N = 3567590000056786666671. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Liquid-DSP

Threads: 64 - Buffer Length: 256 - Filter Length: 57

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 64 - Buffer Length: 256 - Filter Length: 57RHEL 9.0AlmaLinux 9.0700M1400M2100M2800M3500MSE +/- 5982288.67, N = 3SE +/- 6646051.46, N = 3311353333331009000001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

Etcpak

Configuration: ETC1 + Dithering

OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: ETC1 + DitheringRHEL 9.0AlmaLinux 9.060120180240300SE +/- 0.00, N = 3SE +/- 0.01, N = 3254.17254.251. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread

Timed Linux Kernel Compilation

Build: defconfig

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 5.16Build: defconfigRHEL 9.0AlmaLinux 9.0510152025SE +/- 0.06, N = 3SE +/- 0.05, N = 319.0119.24

Dolfyn

Computational Fluid Dynamics

OpenBenchmarking.orgSeconds, Fewer Is BetterDolfyn 0.527Computational Fluid DynamicsRHEL 9.0AlmaLinux 9.048121620SE +/- 0.02, N = 3SE +/- 0.00, N = 317.5417.54

Etcpak

Configuration: ETC1

OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: ETC1RHEL 9.0AlmaLinux 9.060120180240300SE +/- 0.05, N = 3SE +/- 0.01, N = 3282.08281.711. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread

srsRAN

Test: 4G PHY_DL_Test 100 PRB SISO 64-QAM

OpenBenchmarking.orgUE Mb/s, More Is BettersrsRAN 21.10Test: 4G PHY_DL_Test 100 PRB SISO 64-QAMRHEL 9.0AlmaLinux 9.0306090120150SE +/- 0.59, N = 3SE +/- 0.50, N = 3137.0137.51. (CXX) g++ options: -std=c++11 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -rdynamic -lmbedcrypto -lconfig++ -lsctp -lpthread -lm -lfftw3f

srsRAN

Test: 4G PHY_DL_Test 100 PRB SISO 64-QAM

OpenBenchmarking.orgeNb Mb/s, More Is BettersrsRAN 21.10Test: 4G PHY_DL_Test 100 PRB SISO 64-QAMRHEL 9.0AlmaLinux 9.080160240320400SE +/- 0.35, N = 3SE +/- 0.92, N = 3379.9378.71. (CXX) g++ options: -std=c++11 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -rdynamic -lmbedcrypto -lconfig++ -lsctp -lpthread -lm -lfftw3f

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.0Blend File: BMW27 - Compute: CPU-OnlyRHEL 9.0AlmaLinux 9.048121620SE +/- 0.04, N = 3SE +/- 0.08, N = 314.7914.72

Intel Open Image Denoise

Run: RT.hdr_alb_nrm.3840x2160

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RT.hdr_alb_nrm.3840x2160RHEL 9.0AlmaLinux 9.00.43650.8731.30951.7462.1825SE +/- 0.01, N = 3SE +/- 0.00, N = 31.941.94

Intel Open Image Denoise

Run: RT.ldr_alb_nrm.3840x2160

OpenBenchmarking.orgImages / Sec, More Is BetterIntel Open Image Denoise 1.4.0Run: RT.ldr_alb_nrm.3840x2160RHEL 9.0AlmaLinux 9.00.43880.87761.31641.75522.194SE +/- 0.01, N = 3SE +/- 0.01, N = 31.951.95

SVT-VP9

Tuning: VMAF Optimized - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: VMAF Optimized - Input: Bosphorus 1080pRHEL 9.0AlmaLinux 9.090180270360450SE +/- 3.60, N = 15SE +/- 3.69, N = 6411.40399.161. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

JPEG XL libjxl

Input: JPEG - Encode Speed: 8

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.6.1Input: JPEG - Encode Speed: 8RHEL 9.0AlmaLinux 9.0714212835SE +/- 0.12, N = 3SE +/- 0.07, N = 328.8928.841. (CXX) g++ options: -funwind-tables -O3 -O2 -fPIE -pie

ASTC Encoder

Preset: Exhaustive

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.2Preset: ExhaustiveRHEL 9.0AlmaLinux 9.01.32732.65463.98195.30926.6365SE +/- 0.0026, N = 3SE +/- 0.0096, N = 35.87315.89921. (CXX) g++ options: -O3 -flto -pthread

Timed MPlayer Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MPlayer Compilation 1.5Time To CompileRHEL 9.0AlmaLinux 9.0246810SE +/- 0.029, N = 3SE +/- 0.035, N = 38.2478.389

DaCapo Benchmark

Java Test: Jython

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: JythonRHEL 9.0AlmaLinux 9.09001800270036004500SE +/- 16.85, N = 4SE +/- 17.37, N = 440394023

m-queens

Time To Solve

OpenBenchmarking.orgSeconds, Fewer Is Betterm-queens 1.2Time To SolveRHEL 9.0AlmaLinux 9.01.23932.47863.71794.95726.1965SE +/- 0.046, N = 3SE +/- 0.020, N = 35.5085.4601. (CXX) g++ options: -fopenmp -O2 -march=native

ASTC Encoder

Preset: Thorough

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.2Preset: ThoroughRHEL 9.0AlmaLinux 9.01.15242.30483.45724.60965.762SE +/- 0.0029, N = 3SE +/- 0.0038, N = 35.12175.11771. (CXX) g++ options: -O3 -flto -pthread

Etcpak

Configuration: DXT1

OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: DXT1RHEL 9.0AlmaLinux 9.02004006008001000SE +/- 1.04, N = 3SE +/- 0.27, N = 31104.081104.741. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread

SVT-VP9

Tuning: Visual Quality Optimized - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: Visual Quality Optimized - Input: Bosphorus 1080pRHEL 9.0AlmaLinux 9.070140210280350SE +/- 0.91, N = 3SE +/- 3.49, N = 3336.07333.131. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

ASTC Encoder

Preset: Medium

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.2Preset: MediumRHEL 9.0AlmaLinux 9.00.87551.7512.62653.5024.3775SE +/- 0.0135, N = 3SE +/- 0.0181, N = 33.88283.89131. (CXX) g++ options: -O3 -flto -pthread

SVT-VP9

Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080pRHEL 9.0AlmaLinux 9.090180270360450SE +/- 2.79, N = 3SE +/- 4.80, N = 3404.53405.481. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

Geometric Mean Of All Test Results

Result Composite - Linux Servers AlmaLinux vs. RHEL 9.0

OpenBenchmarking.orgGeometric Mean, More Is BetterGeometric Mean Of All Test ResultsResult Composite - Linux Servers AlmaLinux vs. RHEL 9.0RHEL 9.0AlmaLinux 9.090180270360450425.44424.10

Phoronix Test Suite v10.8.5