Linux Servers AlmaLinux vs. RHEL 9.0

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

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2206086-NE-ALMALINUX77
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RHEL 9.0
June 03 2022
  10 Hours, 37 Minutes
AlmaLinux 9.0
June 08 2022
  11 Hours, 44 Minutes
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RHEL 9.0

Processor: 2 x AMD EPYC 7773X 64-Core @ 2.20GHz (128 Cores / 256 Threads), Motherboard: AMD DAYTONA_X (RYM1009B BIOS), Chipset: AMD Starship/Matisse, Memory: 16 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E2, Disk: 800GB INTEL SSDPF21Q800GB, Graphics: ASPEED, Monitor: VE228, Network: 2 x Mellanox MT27710

OS: Red Hat Enterprise Linux 9.0, Kernel: 5.14.0-70.13.1.el9_0.x86_64 (x86_64), Desktop: GNOME Shell 40.9, Display Server: X Server 1.20.11, Compiler: GCC 11.2.1 20220127, File-System: xfs, Screen Resolution: 1920x1080

Kernel Notes: Transparent Huge Pages: always
Compiler Notes: --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 Notes: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa001229
Java Notes: OpenJDK Runtime Environment 18.9 (build 11.0.15+10-LTS)
Python Notes: Python 3.9.10
Security Notes: 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

AlmaLinux 9.0

OS: AlmaLinux 9.0, Kernel: 5.14.0-70.13.1.el9_0.x86_64 (x86_64), Desktop: GNOME Shell 40.9, Display Server: X Server 1.20.11, Compiler: GCC 11.2.1 20220127, File-System: xfs, Screen Resolution: 1920x1080

Linux Servers AlmaLinux vs. RHEL 9.0OpenBenchmarking.orgPhoronix Test Suite2 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 9.0AlmaLinux 9.05.14.0-70.13.1.el9_0.x86_64 (x86_64)GNOME Shell 40.9X Server 1.20.11GCC 11.2.1 20220127xfs1920x1080ProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSsKernelDesktopDisplay ServerCompilerFile-SystemScreen ResolutionLinux Servers AlmaLinux Vs. RHEL 9.0 BenchmarksSystem Logs- Transparent Huge Pages: always- --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 - Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa001229 - OpenJDK Runtime Environment 18.9 (build 11.0.15+10-LTS)- Python 3.9.10- 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

RHEL 9.0 vs. AlmaLinux 9.0 ComparisonPhoronix Test SuiteBaseline+1.9%+1.9%+3.8%+3.8%+5.7%+5.7%+7.6%+7.6%6%4%3%2.7%2.3%2.1%2.1%2.1%GPT-2 - CPU - Standard7.7%3 - Compression SpeedMaterial Tester5.3%chaos4.7%tConvolve OpenMP - Gridding4.6%264.3%264.1%S.V.M.P4.1%resnet-v2-50Time To Compile3.5%10003.4%VMAF Optimized - Bosphorus 1080p3.1%19 - D.S263%Time To Compile2.9%262.9%yolov4 - CPU - Standard2.9%tConvolve OpenMP - DegriddingSENDFILEH22.2%Barbershop - CPU-OnlyRTLightmap.hdr.4096x40963, Long Mode - Compression Speed3, Long Mode - Compression Speed2.1%19 - Compression Speed2%ONNX RuntimeZstd CompressionAppleseedPyPerformanceASKAPGraph500Graph500Stress-NGMobile Neural NetworkBuild2nginxSVT-VP9Zstd CompressionGraph500Timed Apache CompilationGraph500ONNX RuntimeASKAPStress-NGDaCapo BenchmarkBlenderIntel Open Image DenoiseZstd CompressionZstd CompressionZstd CompressionRHEL 9.0AlmaLinux 9.0

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

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

MNN is the Mobile Neural Network as a highly efficient, lightweight deep learning framework developed by Alibaba. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

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

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

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

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via NVIDIA OptiX and NVIDIA CUDA is currently supported. Learn more via the OpenBenchmarking.org test page.

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

ONNX Runtime is developed by Microsoft and partners as a open-source, cross-platform, high performance machine learning inferencing and training accelerator. This test profile runs the ONNX Runtime with various models available from the ONNX Zoo. Learn more via the OpenBenchmarking.org test page.

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

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

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

The JPEG XL Image Coding System is designed to provide next-generation JPEG image capabilities with JPEG XL offering better image quality and compression over legacy JPEG. This test profile is currently focused on the multi-threaded JPEG XL image encode performance using the reference libjxl library. Learn more via the OpenBenchmarking.org test page.

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

SecureMark is an objective, standardized benchmarking framework for measuring the efficiency of cryptographic processing solutions developed by EEMBC. SecureMark-TLS is benchmarking Transport Layer Security performance with a focus on IoT/edge computing. Learn more via the OpenBenchmarking.org test page.

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

ONNX Runtime is developed by Microsoft and partners as a open-source, cross-platform, high performance machine learning inferencing and training accelerator. This test profile runs the ONNX Runtime with various models available from the ONNX Zoo. Learn more via the OpenBenchmarking.org test page.

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

LuaRadio is a lightweight software-defined radio (SDR) framework built atop LuaJIT. LuaRadio provides a suite of source, sink, and processing blocks, with a simple API for defining flow graphs, running flow graphs, creating blocks, and creating data types. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

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

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

Graph500

This is a benchmark of the reference implementation of Graph500, an HPC benchmark focused on data intensive loads and commonly tested on supercomputers for complex data problems. Graph500 primarily stresses the communication subsystem of the hardware under test. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

Numpy Benchmark

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

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

OSPray

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

The Himeno benchmark is a linear solver of pressure Poisson using a point-Jacobi method. Learn more via the OpenBenchmarking.org test page.

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

This test times how long it takes to build the LLVM compiler stack. Learn more via the OpenBenchmarking.org test page.

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

This very basic test profile runs the stock benchmark of the Java JMH benchmark via Maven. Learn more via the OpenBenchmarking.org test page.

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

OSPray

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

This test performs a bayesian analysis of a set of primate genome sequences in order to estimate their phylogeny. Learn more via the OpenBenchmarking.org test page.

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

This test measures the time needed to compress/decompress a sample file (a FreeBSD disk image - FreeBSD-12.2-RELEASE-amd64-memstick.img) using Zstd compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

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

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

This is a test of asmFish, an advanced chess benchmark written in Assembly. Learn more via the OpenBenchmarking.org test page.

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

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

ONNX Runtime is developed by Microsoft and partners as a open-source, cross-platform, high performance machine learning inferencing and training accelerator. This test profile runs the ONNX Runtime with various models available from the ONNX Zoo. Learn more via the OpenBenchmarking.org test page.

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

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

OpenBenchmarking.orgms, Fewer Is BetterRenaissance 0.14Test: 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

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

OpenBenchmarking.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

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

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

Stress-NG is a Linux stress tool developed by Colin King of Canonical. Learn more via the OpenBenchmarking.org test page.

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

Ngspice is an open-source SPICE circuit simulator. Ngspice was originally based on the Berkeley SPICE electronic circuit simulator. Ngspice supports basic threading using OpenMP. This test profile is making use of the ISCAS 85 benchmark circuits. Learn more via the OpenBenchmarking.org test page.

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

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

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 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 ***

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

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

This test measures the time needed to compress/decompress a sample file (a FreeBSD disk image - FreeBSD-12.2-RELEASE-amd64-memstick.img) using Zstd compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

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

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

This test profile times how long it takes to build/compile Node.js itself from source. Node.js is a JavaScript run-time built from the Chrome V8 JavaScript engine while itself is written in C/C++. Learn more via the OpenBenchmarking.org test page.

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

This test times how long it takes to build the LLVM compiler stack. Learn more via the OpenBenchmarking.org test page.

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

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

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

nginx

This is a benchmark of the lightweight Nginx HTTP(S) web-server. This Nginx web server benchmark test profile makes use of the Golang "Bombardier" program for facilitating the HTTP requests over a fixed period time with a configurable number of concurrent clients. Learn more via the OpenBenchmarking.org test page.

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

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

OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: input.i3d 129 Cells Per 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

Pennant is an application focused on hydrodynamics on general unstructured meshes in 2D. Learn more via the OpenBenchmarking.org test page.

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

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

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

Stress-NG is a Linux stress tool developed by Colin King of Canonical. Learn more via the OpenBenchmarking.org test page.

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

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

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

PyPerformance

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

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

Radiance Benchmark

This is a benchmark of NREL Radiance, a synthetic imaging system that is open-source and developed by the Lawrence Berkeley National Laboratory in California. Learn more via the OpenBenchmarking.org test page.

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

FinanceBench

FinanceBench is a collection of financial program benchmarks with support for benchmarking on the GPU via OpenCL and CPU benchmarking with OpenMP. The FinanceBench test cases are focused on Black-Sholes-Merton Process with Analytic European Option engine, QMC (Sobol) Monte-Carlo method (Equity Option Example), Bonds Fixed-rate bond with flat forward curve, and Repo Securities repurchase agreement. FinanceBench was originally written by the Cavazos Lab at University of Delaware. Learn more via the OpenBenchmarking.org test page.

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

This is a benchmark of SQLite's speedtest1 benchmark program with an increased problem size of 1,000. Learn more via the OpenBenchmarking.org test page.

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

Pennant is an application focused on hydrodynamics on general unstructured meshes in 2D. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

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

simdjson

This is a benchmark of SIMDJSON, a high performance JSON parser. SIMDJSON aims to be the fastest JSON parser and is used by projects like Microsoft FishStore, Yandex ClickHouse, Shopify, and others. Learn more via the OpenBenchmarking.org test page.

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

This test profile measures the time to bootstrap/install the build2 C++ build toolchain from source. Build2 is a cross-platform build toolchain for C/C++ code and features Cargo-like features. Learn more via the OpenBenchmarking.org test page.

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

simdjson

This is a benchmark of SIMDJSON, a high performance JSON parser. SIMDJSON aims to be the fastest JSON parser and is used by projects like Microsoft FishStore, Yandex ClickHouse, Shopify, and others. Learn more via the OpenBenchmarking.org test page.

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

The JPEG XL Image Coding System is designed to provide next-generation JPEG image capabilities with JPEG XL offering better image quality and compression over legacy JPEG. This test profile is suited for JPEG XL decode performance testing to PNG output file, the pts/jpexl test is for encode performance. The JPEG XL encoding/decoding is done using the libjxl codebase. Learn more via the OpenBenchmarking.org test page.

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

This test times how long it takes to build the GNU Debugger (GDB) in a default configuration. Learn more via the OpenBenchmarking.org test page.

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

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

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

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via NVIDIA OptiX and NVIDIA CUDA is currently supported. Learn more via the OpenBenchmarking.org test page.

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

ASKAP is a set of benchmarks from the Australian SKA Pathfinder. The principal ASKAP benchmarks are the Hogbom Clean Benchmark (tHogbomClean) and Convolutional Resamping Benchmark (tConvolve) as well as some previous ASKAP benchmarks being included as well for OpenCL and CUDA execution of tConvolve. Learn more via the OpenBenchmarking.org test page.

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

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

FinanceBench is a collection of financial program benchmarks with support for benchmarking on the GPU via OpenCL and CPU benchmarking with OpenMP. The FinanceBench test cases are focused on Black-Sholes-Merton Process with Analytic European Option engine, QMC (Sobol) Monte-Carlo method (Equity Option Example), Bonds Fixed-rate bond with flat forward curve, and Repo Securities repurchase agreement. FinanceBench was originally written by the Cavazos Lab at University of Delaware. Learn more via the OpenBenchmarking.org test page.

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

This test measures the time needed to compress/decompress a sample file (a FreeBSD disk image - FreeBSD-12.2-RELEASE-amd64-memstick.img) using Zstd compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

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

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

ASKAP is a set of benchmarks from the Australian SKA Pathfinder. The principal ASKAP benchmarks are the Hogbom Clean Benchmark (tHogbomClean) and Convolutional Resamping Benchmark (tConvolve) as well as some previous ASKAP benchmarks being included as well for OpenCL and CUDA execution of tConvolve. Learn more via the OpenBenchmarking.org test page.

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

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

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

Zstd Compression

This test measures the time needed to compress/decompress a sample file (a FreeBSD disk image - FreeBSD-12.2-RELEASE-amd64-memstick.img) using Zstd compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

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

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

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 ***

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

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via NVIDIA OptiX and NVIDIA CUDA is currently supported. Learn more via the OpenBenchmarking.org test page.

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

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

OpenBenchmarking.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

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

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

OpenBenchmarking.orgMB/s, More Is BetterZstd CompressionCompression Level: 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 ***

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

This test times how long it takes to build PHP 7. Learn more via the OpenBenchmarking.org test page.

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

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

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

Open Image Denoise is a denoising library for ray-tracing and part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

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

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

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

LuaJIT

This test profile is a collection of Lua scripts/benchmarks run against a locally-built copy of LuaJIT upstream. Learn more via the OpenBenchmarking.org test page.

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

Stress-NG is a Linux stress tool developed by Colin King of Canonical. Learn more via the OpenBenchmarking.org test page.

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

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

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

PHPBench is a benchmark suite for PHP. It performs a large number of simple tests in order to bench various aspects of the PHP interpreter. PHPBench can be used to compare hardware, operating systems, PHP versions, PHP accelerators and caches, compiler options, etc. Learn more via the OpenBenchmarking.org test page.

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

Stress-NG

Stress-NG is a Linux stress tool developed by Colin King of Canonical. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

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

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

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

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

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

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

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

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

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

Etcpak

Etcpack is the self-proclaimed "fastest ETC compressor on the planet" with focused on providing open-source, very fast ETC and S3 texture compression support. Learn more via the OpenBenchmarking.org test page.

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

This test profile reports the total time of the different average timed test results from PyBench. PyBench reports average test times for different functions such as BuiltinFunctionCalls and NestedForLoops, with this total result providing a rough estimate as to Python's average performance on a given system. This test profile runs PyBench each time for 20 rounds. Learn more via the OpenBenchmarking.org test page.

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

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

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

Coremark

This is a test of EEMBC CoreMark processor benchmark. Learn more via the OpenBenchmarking.org test page.

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

tjbench is a JPEG decompression/compression benchmark that is part of libjpeg-turbo, a JPEG image codec library optimized for SIMD instructions on modern CPU architectures. Learn more via the OpenBenchmarking.org test page.

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

PyPerformance is the reference Python performance benchmark suite. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

srsRAN

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

OpenBenchmarking.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

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

This is a performance test of Crafty, an advanced open-source chess engine. Learn more via the OpenBenchmarking.org test page.

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

This test times how long it takes to build the Apache HTTPD web server. Learn more via the OpenBenchmarking.org test page.

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

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

OpenBenchmarking.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

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

ASKAP is a set of benchmarks from the Australian SKA Pathfinder. The principal ASKAP benchmarks are the Hogbom Clean Benchmark (tHogbomClean) and Convolutional Resamping Benchmark (tConvolve) as well as some previous ASKAP benchmarks being included as well for OpenCL and CUDA execution of tConvolve. Learn more via the OpenBenchmarking.org test page.

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

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

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via NVIDIA OptiX and NVIDIA CUDA is currently supported. Learn more via the OpenBenchmarking.org test page.

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

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

OpenBenchmarking.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)

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

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

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 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

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

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

Etcpack is the self-proclaimed "fastest ETC compressor on the planet" with focused on providing open-source, very fast ETC and S3 texture compression support. Learn more via the OpenBenchmarking.org test page.

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

This test times how long it takes to build the Linux kernel in a default configuration (defconfig) for the architecture being tested or alternatively an allmodconfig for building all possible kernel modules for the build. Learn more via the OpenBenchmarking.org test page.

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

Dolfyn is a Computational Fluid Dynamics (CFD) code of modern numerical simulation techniques. The Dolfyn test profile measures the execution time of the bundled computational fluid dynamics demos that are bundled with Dolfyn. Learn more via the OpenBenchmarking.org test page.

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

Etcpak

Etcpack is the self-proclaimed "fastest ETC compressor on the planet" with focused on providing open-source, very fast ETC and S3 texture compression support. Learn more via the OpenBenchmarking.org test page.

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

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

OpenBenchmarking.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

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

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via NVIDIA OptiX and NVIDIA CUDA is currently supported. Learn more via the OpenBenchmarking.org test page.

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

Open Image Denoise is a denoising library for ray-tracing and part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

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

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

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-VP9 CPU-based multi-threaded video encoder for the VP9 video format with a sample YUV input video file. Learn more via the OpenBenchmarking.org test page.

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

The JPEG XL Image Coding System is designed to provide next-generation JPEG image capabilities with JPEG XL offering better image quality and compression over legacy JPEG. This test profile is currently focused on the multi-threaded JPEG XL image encode performance using the reference libjxl library. Learn more via the OpenBenchmarking.org test page.

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

ASTC Encoder (astcenc) is for the Adaptive Scalable Texture Compression (ASTC) format commonly used with OpenGL, OpenGL ES, and Vulkan graphics APIs. This test profile does a coding test of both compression/decompression. Learn more via the OpenBenchmarking.org test page.

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

This test times how long it takes to build the MPlayer open-source media player program. Learn more via the OpenBenchmarking.org test page.

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

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

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

m-queens

A solver for the N-queens problem with multi-threading support via the OpenMP library. Learn more via the OpenBenchmarking.org test page.

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

ASTC Encoder (astcenc) is for the Adaptive Scalable Texture Compression (ASTC) format commonly used with OpenGL, OpenGL ES, and Vulkan graphics APIs. This test profile does a coding test of both compression/decompression. Learn more via the OpenBenchmarking.org test page.

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

Etcpack is the self-proclaimed "fastest ETC compressor on the planet" with focused on providing open-source, very fast ETC and S3 texture compression support. Learn more via the OpenBenchmarking.org test page.

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

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-VP9 CPU-based multi-threaded video encoder for the VP9 video format with a sample YUV input video file. Learn more via the OpenBenchmarking.org test page.

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

ASTC Encoder (astcenc) is for the Adaptive Scalable Texture Compression (ASTC) format commonly used with OpenGL, OpenGL ES, and Vulkan graphics APIs. This test profile does a coding test of both compression/decompression. Learn more via the OpenBenchmarking.org test page.

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

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-VP9 CPU-based multi-threaded video encoder for the VP9 video format with a sample YUV input video file. Learn more via the OpenBenchmarking.org test page.

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

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

150 Results Shown

OSPray
Mobile Neural Network:
  mobilenet-v1-1.0
  MobileNetV2_224
  SqueezeNetV1.0
  squeezenetv1.1
  mobilenetV3
  inception-v3
  resnet-v2-50
Blender
ONNX Runtime:
  bertsquad-12 - CPU - Standard
  yolov4 - CPU - Standard
OSPray
JPEG XL libjxl
SecureMark
ONNX Runtime
LuaRadio:
  Hilbert Transform
  Complex Phase
  FM Deemphasis Filter
  Five Back to Back FIR Filters
Appleseed
Graph500:
  26:
    sssp max_TEPS
    sssp median_TEPS
    bfs max_TEPS
    bfs median_TEPS
Numpy Benchmark
OSPray
Himeno Benchmark
Timed LLVM Compilation
Java JMH
OSPray
Timed MrBayes Analysis
Zstd Compression:
  3 - Decompression Speed
  3 - Compression Speed
asmFish
OSPray
ONNX Runtime
Renaissance
srsRAN:
  4G PHY_DL_Test 100 PRB MIMO 256-QAM:
    UE Mb/s
    eNb Mb/s
  OFDM_Test:
    Samples / Second
Stress-NG
Ngspice
Zstd Compression:
  3, Long Mode - Decompression Speed
  3, Long Mode - Compression Speed
OSPray
Zstd Compression:
  3, Long Mode - Decompression Speed
  3, Long Mode - Compression Speed
Timed Node.js Compilation
Timed LLVM Compilation
Appleseed
nginx
Xcompact3d Incompact3d
Pennant
PyPerformance
Stress-NG
DaCapo Benchmark
PyPerformance
Radiance Benchmark
FinanceBench
SQLite Speedtest
Pennant
7-Zip Compression:
  Decompression Rating
  Compression Rating
PyPerformance
simdjson
Build2
simdjson
JPEG XL Decoding libjxl
Timed GDB GNU Debugger Compilation
DaCapo Benchmark
Blender
ASKAP:
  tConvolve MPI - Gridding
  tConvolve MPI - Degridding
FinanceBench
Zstd Compression:
  19 - Decompression Speed
  19 - Compression Speed
ASKAP
PyPerformance
Zstd Compression:
  19, Long Mode - Decompression Speed
  19, Long Mode - Compression Speed
Zstd Compression:
  19 - Decompression Speed
  19 - Compression Speed
Blender
srsRAN:
  4G PHY_DL_Test 100 PRB MIMO 64-QAM:
    UE Mb/s
    eNb Mb/s
Zstd Compression:
  19, Long Mode - Decompression Speed
  19, Long Mode - Compression Speed
Timed PHP Compilation
PyPerformance
Intel Open Image Denoise
Appleseed
LuaJIT
Stress-NG
PyPerformance
PHPBench
Stress-NG:
  Malloc
  Memory Copying
  MEMFD
  MMAP
  CPU Stress
  SENDFILE
  Glibc Qsort Data Sorting
  Matrix Math
  Crypto
  Semaphores
  Vector Math
PyPerformance
Etcpak
PyBench
PyPerformance
Coremark
libjpeg-turbo tjbench
PyPerformance:
  float
  json_loads
NAMD
srsRAN:
  5G PHY_DL_NR Test 52 PRB SISO 64-QAM:
    UE Mb/s
    eNb Mb/s
Crafty
Timed Apache Compilation
srsRAN:
  4G PHY_DL_Test 100 PRB SISO 256-QAM:
    UE Mb/s
    eNb Mb/s
ASKAP:
  tConvolve OpenMP - Degridding
  tConvolve OpenMP - Gridding
Blender
OpenSSL:
 
 
Liquid-DSP:
  160 - 256 - 57
  128 - 256 - 57
  64 - 256 - 57
Etcpak
Timed Linux Kernel Compilation
Dolfyn
Etcpak
srsRAN:
  4G PHY_DL_Test 100 PRB SISO 64-QAM:
    UE Mb/s
    eNb Mb/s
Blender
Intel Open Image Denoise:
  RT.hdr_alb_nrm.3840x2160
  RT.ldr_alb_nrm.3840x2160
SVT-VP9
JPEG XL libjxl
ASTC Encoder
Timed MPlayer Compilation
DaCapo Benchmark
m-queens
ASTC Encoder
Etcpak
SVT-VP9
ASTC Encoder
SVT-VP9
Geometric Mean Of All Test Results

RHEL 9.0

Processor: 2 x AMD EPYC 7773X 64-Core @ 2.20GHz (128 Cores / 256 Threads), Motherboard: AMD DAYTONA_X (RYM1009B BIOS), Chipset: AMD Starship/Matisse, Memory: 16 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E2, Disk: 800GB INTEL SSDPF21Q800GB, Graphics: ASPEED, Monitor: VE228, Network: 2 x Mellanox MT27710

OS: Red Hat Enterprise Linux 9.0, Kernel: 5.14.0-70.13.1.el9_0.x86_64 (x86_64), Desktop: GNOME Shell 40.9, Display Server: X Server 1.20.11, Compiler: GCC 11.2.1 20220127, File-System: xfs, Screen Resolution: 1920x1080

Kernel Notes: Transparent Huge Pages: always
Compiler Notes: --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 Notes: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa001229
Java Notes: OpenJDK Runtime Environment 18.9 (build 11.0.15+10-LTS)
Python Notes: Python 3.9.10
Security Notes: 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

Testing initiated at 3 June 2022 09:21 by user .

AlmaLinux 9.0

Processor: 2 x AMD EPYC 7773X 64-Core @ 2.20GHz (128 Cores / 256 Threads), Motherboard: AMD DAYTONA_X (RYM1009B BIOS), Chipset: AMD Starship/Matisse, Memory: 16 x 32 GB DDR4-3200MT/s 36ASF4G72PZ-3G2E2, Disk: 800GB INTEL SSDPF21Q800GB, Graphics: ASPEED, Monitor: VE228, Network: 2 x Mellanox MT27710

OS: AlmaLinux 9.0, Kernel: 5.14.0-70.13.1.el9_0.x86_64 (x86_64), Desktop: GNOME Shell 40.9, Display Server: X Server 1.20.11, Compiler: GCC 11.2.1 20220127, File-System: xfs, Screen Resolution: 1920x1080

Kernel Notes: Transparent Huge Pages: always
Compiler Notes: --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 Notes: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa001229
Java Notes: OpenJDK Runtime Environment 18.9 (build 11.0.15+10-LTS)
Python Notes: Python 3.9.10
Security Notes: 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

Testing initiated at 8 June 2022 05:00 by user .