AMD EPYC 9755 AMD P-State Testing

Benchmarks by Michael Larabel for a future article.

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acpi-cpufreq schedutil
October 23
  17 Hours, 13 Minutes
acpi-cpufreq performance
October 23
  16 Hours, 9 Minutes
amd-pstate-epp powersave, EPP power
October 22
  14 Hours, 53 Minutes
amd-pstate-epp performance
October 22
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AMD EPYC 9755 AMD P-State TestingProcessorMotherboardChipsetMemoryDiskGraphicsNetworkOSKernelCompilerFile-SystemScreen Resolutionacpi-cpufreq schedutilacpi-cpufreq performanceamd-pstate-epp powersave, EPP poweramd-pstate-epp performance2 x AMD EPYC 9755 128-Core @ 2.70GHz (256 Cores / 512 Threads)AMD VOLCANO (RVOT1001B BIOS)AMD Device 153a1520GB3201GB Micron_7450_MTFDKCB3T2TFS + 512GB SAMSUNG MZVL2512HCJQ-00B00ASPEEDBroadcom NetXtreme BCM5720 PCIeUbuntu 24.046.12.0-rc4-amd-pstate-phx (x86_64)GCC 13.2.0 + Clang 18.1.3ext41024x7682 x AMD EPYC 9755 128-Core @ 4.12GHz (256 Cores / 512 Threads)512GB SAMSUNG MZVL2512HCJQ-00B00 + 3201GB Micron_7450_MTFDKCB3T2TFS3201GB Micron_7450_MTFDKCB3T2TFS + 512GB SAMSUNG MZVL2512HCJQ-00B00OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-backtrace --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-13-uJ7kn6/gcc-13-13.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-13-uJ7kn6/gcc-13-13.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details- acpi-cpufreq schedutil: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xb002116- acpi-cpufreq performance: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xb002116- amd-pstate-epp powersave, EPP power: Scaling Governor: amd-pstate-epp powersave (Boost: Enabled EPP: power) - CPU Microcode: 0xb002116- amd-pstate-epp performance: Scaling Governor: amd-pstate-epp performance (Boost: Enabled EPP: performance) - CPU Microcode: 0xb002116Java Details- OpenJDK Runtime Environment (build 21.0.4+7-Ubuntu-1ubuntu224.04)Python Details- Python 3.12.3Security Details- gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + reg_file_data_sampling: Not affected + retbleed: Not affected + spec_rstack_overflow: Not affected + spec_store_bypass: Vulnerable + spectre_v1: Vulnerable: __user pointer sanitization and usercopy barriers only; no swapgs barriers + spectre_v2: Vulnerable; IBPB: disabled; STIBP: disabled; PBRSB-eIBRS: Not affected; BHI: Not affected + srbds: Not affected + tsx_async_abort: Not affected

acpi-cpufreq schedutilacpi-cpufreq performanceamd-pstate-epp powersave, EPP poweramd-pstate-epp performanceResult OverviewPhoronix Test Suite100%131%162%193%XNNPACKClickHouseDaCapo BenchmarkSVT-AV1Apache HTTP ServerKvazaareasyWave7-Zip CompressionTimed Gem5 CompilationTimed Linux Kernel CompilationApache CassandraTimed Wasmer CompilationOpenFOAMTimed Node.js CompilationStockfishGROMACSBlenderPyTorchTensorFlowPostgreSQLSPECFEM3DnginxOSPRay StudioTimed LLVM CompilationNAMDMemcachedCP2K Molecular DynamicsoneDNNOSPRayLiteRT

acpi-cpufreq schedutilacpi-cpufreq performanceamd-pstate-epp powersave, EPP poweramd-pstate-epp performancePer Watt Result OverviewPhoronix Test Suite100%111%121%132%Apache HTTP ServerClickHouseKvazaarSVT-AV1Apache CassandraTensorFlowGROMACS7-Zip CompressionNAMDStockfishPyTorchnginxMemcachedOSPRayP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.M

AMD EPYC 9755 AMD P-State Testingcp2k: H20-256namd: STMV with 1,066,628 Atomsopenfoam: drivaerFastback, Large Mesh Size - Mesh Timeopenfoam: drivaerFastback, Large Mesh Size - Execution Timeopenfoam: drivaerFastback, Small Mesh Size - Mesh Timeopenfoam: drivaerFastback, Small Mesh Size - Execution Timeopenfoam: drivaerFastback, Medium Mesh Size - Mesh Timeopenfoam: drivaerFastback, Medium Mesh Size - Execution Timespecfem3d: Mount St. Helensspecfem3d: Layered Halfspacespecfem3d: Tomographic Modelspecfem3d: Homogeneous Halfspacespecfem3d: Water-layered Halfspacedacapobench: Jythondacapobench: Eclipsedacapobench: GraphChidacapobench: Tradesoapdacapobench: Tradebeansdacapobench: Spring Bootdacapobench: Apache Kafkadacapobench: Apache Tomcatdacapobench: jMonkeyEnginedacapobench: Apache Xalan XSLTdacapobench: Batik SVG Toolkitdacapobench: H2 Database Enginedacapobench: FOP Print Formatterdacapobench: PMD Source Code Analyzerdacapobench: Apache Lucene Search Indexdacapobench: Apache Lucene Search Enginedacapobench: Avrora AVR Simulation Frameworkdacapobench: BioJava Biological Data Frameworkdacapobench: Zxing 1D/2D Barcode Image Processingeasywave: e2Asean Grid + BengkuluSept2007 Source - 1200easywave: e2Asean Grid + BengkuluSept2007 Source - 2400kvazaar: Bosphorus 4K - Slowkvazaar: Bosphorus 4K - Mediumkvazaar: Bosphorus 4K - Very Fastkvazaar: Bosphorus 4K - Super Fastkvazaar: Bosphorus 4K - Ultra Fastsvt-av1: Preset 3 - Bosphorus 4Ksvt-av1: Preset 5 - Bosphorus 4Ksvt-av1: Preset 8 - Bosphorus 4Ksvt-av1: Preset 13 - Bosphorus 4Ksvt-av1: Preset 3 - Beauty 4K 10-bitsvt-av1: Preset 5 - Beauty 4K 10-bitsvt-av1: Preset 8 - Beauty 4K 10-bitsvt-av1: Preset 13 - Beauty 4K 10-bitospray: particle_volume/pathtracer/real_timeospray: gravity_spheres_volume/dim_512/ao/real_timecompress-7zip: Compression Ratingcompress-7zip: Decompression Ratingstockfish: Chess Benchmarkbuild-gem5: Time To Compilebuild-linux-kernel: defconfigbuild-linux-kernel: allmodconfigbuild-llvm: Ninjabuild-llvm: Unix Makefilesbuild-nodejs: Time To Compileonednn: Deconvolution Batch shapes_3d - CPUonednn: Recurrent Neural Network Training - CPUospray-studio: 1 - 4K - 1 - Path Tracer - CPUospray-studio: 3 - 4K - 1 - Path Tracer - CPUospray-studio: 1 - 4K - 32 - Path Tracer - CPUospray-studio: 3 - 4K - 32 - Path Tracer - CPUbuild-wasmer: Time To Compileclickhouse: 100M Rows Hits Dataset, First Run / Cold Cacheclickhouse: 100M Rows Hits Dataset, Second Runclickhouse: 100M Rows Hits Dataset, Third Runmemcached: 1:10memcached: 1:100gromacs: MPI CPU - water_GMX50_barelitert: DeepLab V3litert: SqueezeNetlitert: Inception V4litert: NASNet Mobilelitert: Mobilenet Floatlitert: Mobilenet Quantlitert: Inception ResNet V2litert: Quantized COCO SSD MobileNet v1pgbench: 100 - 1000 - Read Onlypgbench: 100 - 1000 - Read Only - Average Latencypgbench: 100 - 1000 - Read Writepgbench: 100 - 1000 - Read Write - Average Latencypytorch: CPU - 512 - ResNet-50tensorflow: CPU - 512 - ResNet-50xnnpack: FP32MobileNetV1xnnpack: FP32MobileNetV2xnnpack: FP32MobileNetV3Largexnnpack: FP32MobileNetV3Smallxnnpack: FP16MobileNetV1xnnpack: FP16MobileNetV2xnnpack: FP16MobileNetV3Largexnnpack: FP16MobileNetV3Smallxnnpack: QS8MobileNetV2blender: BMW27 - CPU-Onlyblender: Junkshop - CPU-Onlyblender: Barbershop - CPU-Onlycassandra: Writesnginx: 1000apache: 1000acpi-cpufreq schedutilacpi-cpufreq performanceamd-pstate-epp powersave, EPP poweramd-pstate-epp performance140.5839.64399673.222721950.643225.02287315.31817126.7564575.7780033.5326436246.5629106083.8911083094.5884122917.621960229467482792754943417849617362782529690816541168533550935772915358715415487830140.957105.83954.1554.3783.0982.3183.6112.75744.04486.397280.4501.7346.7518.86513.798211.52777.024511167311391280817516428121.83419.266142.12863.489161.14090.2270.445843794.378331392104631237927.099443.04448.23451.864375833.9112033636.8332.457130544.568551.0389419129461849708.348466.050916370075.441888020.2391212982.45622.10220.9471642173546266450215755793121607452142931929842267575.487.7047.26283986378838.7894660.92140.3429.53322693.853011945.122721.17363314.523089128.7205372.3309693.5692442436.8671024583.6560200764.6254168707.2655254684581760425794073854737646042161568379571131332646624432851258142700471928240.06297.31683.2183.3090.7691.5194.0514.27450.658114.677403.5991.7496.9729.40015.904210.85376.897412294191378138815785362118.59918.975132.21063.927161.31489.0280.447962775.254330390104231236727.170641.43651.07661.184374101.4612296822.6133.634131016.571822.0366367137402750891.947789.557193565692.841945320.2381282178.01221.71220.771007582153123147802420391111382451353603382617402434165.347.5447.02293641382110.6892874.55140.9699.58472632.539581936.504419.04859414.884347139.310172.7756173.5041133486.8775906913.7849924684.7618424527.8555356694829884537321044719685566262962618698215961247476753337223020324904525489936942.646102.90776.8976.9381.2881.2782.1410.98934.01581.898295.0191.6055.0616.80812.605212.02976.85759767081309549843797846134.95421.878135.91063.724164.48993.3910.448238789.088331391105071242928.623427.35440.20444.994349758.6912108995.3333.107108089.477253.4383528131312451073.942023.457094473932.841528050.2411226581.55422.40214.00107005208975310242321176893492017753770092220912601995.597.9147.50272800373848.4772820.62141.6449.66160730.310691934.513419.98389414.993659127.4497670.9305913.2904529026.8410817334.0508025504.7170373197.944485964461377192613487011096502960481771683512901149321548327192850262753193478526645.982133.81881.9482.4388.9089.8891.4014.25649.957112.675312.2051.7496.9949.38715.939211.46677.110812651241373928850211688116.95318.758131.8463.309160.71788.8430.448729778.122330391104411239626.792653.05666.68674.144364726.0112237534.6432.404122224.667141.0420326144068656226.744440.655606673505.041950190.2391250679.96121.67218.14102976239094306496281448946402356603168593068683030655.337.5247.04297594381450.9989729.52OpenBenchmarking.org

CP2K Molecular Dynamics

OpenBenchmarking.orgSeconds, Fewer Is BetterCP2K Molecular Dynamics 2024.3Input: H20-256acpi-cpufreq performanceacpi-cpufreq schedutilamd-pstate-epp powersave, EPP poweramd-pstate-epp performance306090120150SE +/- 0.60, N = 3SE +/- 0.26, N = 3SE +/- 0.78, N = 3SE +/- 0.65, N = 3140.34140.58140.97141.641. (F9X) gfortran options: -fopenmp -march=native -mtune=native -O3 -funroll-loops -fbacktrace -ffree-form -fimplicit-none -std=f2008 -lcp2kstart -lcp2kmc -lcp2kswarm -lcp2kmotion -lcp2kthermostat -lcp2kemd -lcp2ktmc -lcp2kmain -lcp2kdbt -lcp2ktas -lcp2kgrid -lcp2kgriddgemm -lcp2kgridcpu -lcp2kgridref -lcp2kgridcommon -ldbcsrarnoldi -ldbcsrx -lcp2kdbx -lcp2kdbm -lcp2kshg_int -lcp2keri_mme -lcp2kminimax -lcp2khfxbase -lcp2ksubsys -lcp2kxc -lcp2kao -lcp2kpw_env -lcp2kinput -lcp2kpw -lcp2kgpu -lcp2kfft -lcp2kfpga -lcp2kfm -lcp2kcommon -lcp2koffload -lcp2kmpiwrap -lcp2kbase -ldbcsr -lsirius -lspla -lspfft -lsymspg -lvdwxc -l:libhdf5_fortran.a -l:libhdf5.a -lz -lgsl -lelpa_openmp -lcosma -lcosta -lscalapack -lxsmmf -lxsmm -ldl -lpthread -llibgrpp -lxcf03 -lxc -lint2 -lfftw3_mpi -lfftw3 -lfftw3_omp -lmpi_cxx -lmpi -l:libopenblas.a -lvori -lstdc++ -lmpi_usempif08 -lmpi_mpifh -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm

NAMD

OpenBenchmarking.orgns/day, More Is BetterNAMD 3.0Input: STMV with 1,066,628 Atomsamd-pstate-epp performanceacpi-cpufreq schedutilamd-pstate-epp powersave, EPP poweracpi-cpufreq performance3691215SE +/- 0.01893, N = 3SE +/- 0.03107, N = 3SE +/- 0.03993, N = 3SE +/- 0.00175, N = 39.661609.643999.584729.53322

OpenFOAM

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

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Large Mesh Size - Mesh Timeamd-pstate-epp powersave, EPP poweracpi-cpufreq schedutilacpi-cpufreq performanceamd-pstate-epp performance160320480640800632.54673.22693.85730.311. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfiniteVolume -lmeshTools -lparallel -llagrangian -lregionModels -lgenericPatchFields -lOpenFOAM -ldl -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Large Mesh Size - Execution Timeamd-pstate-epp performanceamd-pstate-epp powersave, EPP poweracpi-cpufreq performanceacpi-cpufreq schedutil4008001200160020001934.511936.501945.121950.641. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfiniteVolume -lmeshTools -lparallel -llagrangian -lregionModels -lgenericPatchFields -lOpenFOAM -ldl -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Small Mesh Size - Mesh Timeamd-pstate-epp powersave, EPP poweramd-pstate-epp performanceacpi-cpufreq performanceacpi-cpufreq schedutil61218243019.0519.9821.1725.021. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfiniteVolume -lmeshTools -lparallel -llagrangian -lregionModels -lgenericPatchFields -lOpenFOAM -ldl -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Small Mesh Size - Execution Timeacpi-cpufreq performanceamd-pstate-epp powersave, EPP poweramd-pstate-epp performanceacpi-cpufreq schedutil4812162014.5214.8814.9915.321. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfiniteVolume -lmeshTools -lparallel -llagrangian -lregionModels -lgenericPatchFields -lOpenFOAM -ldl -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Medium Mesh Size - Mesh Timeacpi-cpufreq schedutilamd-pstate-epp performanceacpi-cpufreq performanceamd-pstate-epp powersave, EPP power306090120150126.76127.45128.72139.311. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfiniteVolume -lmeshTools -lparallel -llagrangian -lregionModels -lgenericPatchFields -lOpenFOAM -ldl -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Medium Mesh Size - Execution Timeamd-pstate-epp performanceacpi-cpufreq performanceamd-pstate-epp powersave, EPP poweracpi-cpufreq schedutil2040608010070.9372.3372.7875.781. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfiniteVolume -lmeshTools -lparallel -llagrangian -lregionModels -lgenericPatchFields -lOpenFOAM -ldl -lm

SPECFEM3D

simulates acoustic (fluid), elastic (solid), coupled acoustic/elastic, poroelastic or seismic wave propagation in any type of conforming mesh of hexahedra. This test profile currently relies on CPU-based execution for SPECFEM3D and using a variety of their built-in examples/models for benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.1.1Model: Mount St. Helensamd-pstate-epp performanceamd-pstate-epp powersave, EPP poweracpi-cpufreq schedutilacpi-cpufreq performance0.80311.60622.40933.21244.0155SE +/- 0.040023214, N = 3SE +/- 0.063875374, N = 15SE +/- 0.104394989, N = 15SE +/- 0.088223419, N = 123.2904529023.5041133483.5326436243.5692442431. (F9X) gfortran options: -O2 -fopenmp -std=f2008 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.1.1Model: Layered Halfspaceacpi-cpufreq schedutilamd-pstate-epp performanceacpi-cpufreq performanceamd-pstate-epp powersave, EPP power246810SE +/- 0.061937588, N = 15SE +/- 0.089357142, N = 15SE +/- 0.119672870, N = 15SE +/- 0.213651076, N = 126.5629106086.8410817336.8671024586.8775906911. (F9X) gfortran options: -O2 -fopenmp -std=f2008 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.1.1Model: Tomographic Modelacpi-cpufreq performanceamd-pstate-epp powersave, EPP poweracpi-cpufreq schedutilamd-pstate-epp performance0.91141.82282.73423.64564.557SE +/- 0.069494966, N = 15SE +/- 0.100983661, N = 15SE +/- 0.129512298, N = 15SE +/- 0.146285208, N = 153.6560200763.7849924683.8911083094.0508025501. (F9X) gfortran options: -O2 -fopenmp -std=f2008 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.1.1Model: Homogeneous Halfspaceacpi-cpufreq schedutilacpi-cpufreq performanceamd-pstate-epp performanceamd-pstate-epp powersave, EPP power1.07142.14283.21424.28565.357SE +/- 0.121781767, N = 15SE +/- 0.125540742, N = 12SE +/- 0.166702204, N = 12SE +/- 0.117098618, N = 154.5884122914.6254168704.7170373194.7618424521. (F9X) gfortran options: -O2 -fopenmp -std=f2008 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

OpenBenchmarking.orgSeconds, Fewer Is BetterSPECFEM3D 4.1.1Model: Water-layered Halfspaceacpi-cpufreq performanceacpi-cpufreq schedutilamd-pstate-epp powersave, EPP poweramd-pstate-epp performance246810SE +/- 0.092456998, N = 3SE +/- 0.092706238, N = 15SE +/- 0.137117072, N = 15SE +/- 0.120836417, N = 157.2655254687.6219602297.8555356697.9444859641. (F9X) gfortran options: -O2 -fopenmp -std=f2008 -fimplicit-none -fmax-errors=10 -pedantic -pedantic-errors -O3 -finline-functions -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance of various popular real-world Java workloads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Jythonacpi-cpufreq performanceamd-pstate-epp performanceacpi-cpufreq schedutilamd-pstate-epp powersave, EPP power10002000300040005000SE +/- 9.70, N = 4SE +/- 21.18, N = 4SE +/- 11.72, N = 3SE +/- 25.42, N = 34581461346744829

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Eclipseacpi-cpufreq performanceamd-pstate-epp performanceacpi-cpufreq schedutilamd-pstate-epp powersave, EPP power2K4K6K8K10KSE +/- 74.30, N = 3SE +/- 79.54, N = 5SE +/- 30.63, N = 3SE +/- 17.69, N = 37604771982798845

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: GraphChiacpi-cpufreq performanceamd-pstate-epp performanceacpi-cpufreq schedutilamd-pstate-epp powersave, EPP power8001600240032004000SE +/- 20.35, N = 9SE +/- 22.50, N = 4SE +/- 21.79, N = 4SE +/- 15.10, N = 32579261327543732

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Tradesoapacpi-cpufreq performanceamd-pstate-epp performanceacpi-cpufreq schedutilamd-pstate-epp powersave, EPP power2K4K6K8K10KSE +/- 29.34, N = 12SE +/- 76.30, N = 15SE +/- 51.19, N = 3SE +/- 115.47, N = 340734870943410447

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Tradebeansacpi-cpufreq performanceamd-pstate-epp performanceacpi-cpufreq schedutilamd-pstate-epp powersave, EPP power4K8K12K16K20KSE +/- 136.02, N = 12SE +/- 235.77, N = 15SE +/- 618.67, N = 12SE +/- 794.76, N = 158547110961784919685

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Spring Bootacpi-cpufreq performanceamd-pstate-epp performanceamd-pstate-epp powersave, EPP poweracpi-cpufreq schedutil13002600390052006500SE +/- 160.15, N = 15SE +/- 42.19, N = 3SE +/- 101.19, N = 15SE +/- 205.67, N = 123764502956626173

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Apache Kafkaacpi-cpufreq performanceamd-pstate-epp performanceacpi-cpufreq schedutilamd-pstate-epp powersave, EPP power13002600390052006500SE +/- 14.62, N = 3SE +/- 29.54, N = 3SE +/- 24.69, N = 3SE +/- 30.37, N = 36042604862786296

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Apache Tomcatacpi-cpufreq performanceamd-pstate-epp performanceacpi-cpufreq schedutilamd-pstate-epp powersave, EPP power6001200180024003000SE +/- 28.63, N = 12SE +/- 14.52, N = 5SE +/- 16.89, N = 5SE +/- 21.23, N = 151615177125292618

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: jMonkeyEngineamd-pstate-epp performanceacpi-cpufreq performanceacpi-cpufreq schedutilamd-pstate-epp powersave, EPP power15003000450060007500SE +/- 1.73, N = 3SE +/- 0.33, N = 3SE +/- 1.86, N = 3SE +/- 0.58, N = 36835683769086982

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Apache Xalan XSLTacpi-cpufreq performanceamd-pstate-epp performanceamd-pstate-epp powersave, EPP poweracpi-cpufreq schedutil400800120016002000SE +/- 25.65, N = 15SE +/- 7.22, N = 7SE +/- 32.56, N = 15SE +/- 20.87, N = 15957129015961654

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Batik SVG Toolkitacpi-cpufreq performanceamd-pstate-epp performanceacpi-cpufreq schedutilamd-pstate-epp powersave, EPP power30060090012001500SE +/- 4.79, N = 7SE +/- 8.82, N = 10SE +/- 6.67, N = 7SE +/- 9.68, N = 71131114911681247

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: H2 Database Engineamd-pstate-epp performanceacpi-cpufreq performanceamd-pstate-epp powersave, EPP poweracpi-cpufreq schedutil11002200330044005500SE +/- 34.65, N = 15SE +/- 33.64, N = 15SE +/- 55.32, N = 3SE +/- 66.08, N = 43215332647675335

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: FOP Print Formatteracpi-cpufreq performanceamd-pstate-epp performanceacpi-cpufreq schedutilamd-pstate-epp powersave, EPP power120240360480600SE +/- 1.71, N = 10SE +/- 3.80, N = 10SE +/- 2.68, N = 9SE +/- 8.80, N = 15466483509533

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: PMD Source Code Analyzeracpi-cpufreq performanceamd-pstate-epp performanceacpi-cpufreq schedutilamd-pstate-epp powersave, EPP power8001600240032004000SE +/- 66.47, N = 15SE +/- 96.35, N = 12SE +/- 29.17, N = 4SE +/- 69.08, N = 152443271935773722

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Apache Lucene Search Indexamd-pstate-epp performanceacpi-cpufreq performanceacpi-cpufreq schedutilamd-pstate-epp powersave, EPP power6001200180024003000SE +/- 15.21, N = 3SE +/- 14.45, N = 3SE +/- 17.95, N = 3SE +/- 18.65, N = 142850285129153020

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Apache Lucene Search Engineacpi-cpufreq performanceamd-pstate-epp performanceamd-pstate-epp powersave, EPP poweracpi-cpufreq schedutil8K16K24K32K40KSE +/- 94.84, N = 3SE +/- 304.27, N = 15SE +/- 416.23, N = 15SE +/- 372.57, N = 525814262753249035871

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Avrora AVR Simulation Frameworkacpi-cpufreq performanceamd-pstate-epp performanceamd-pstate-epp powersave, EPP poweracpi-cpufreq schedutil12002400360048006000SE +/- 8.86, N = 5SE +/- 42.45, N = 15SE +/- 39.23, N = 4SE +/- 32.32, N = 32700319345255415

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: BioJava Biological Data Frameworkacpi-cpufreq performanceamd-pstate-epp performanceacpi-cpufreq schedutilamd-pstate-epp powersave, EPP power11002200330044005500SE +/- 41.96, N = 4SE +/- 11.01, N = 4SE +/- 13.33, N = 4SE +/- 39.44, N = 44719478548784899

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 23.11Java Test: Zxing 1D/2D Barcode Image Processingamd-pstate-epp performanceacpi-cpufreq performanceacpi-cpufreq schedutilamd-pstate-epp powersave, EPP power80160240320400SE +/- 7.47, N = 15SE +/- 6.97, N = 15SE +/- 7.16, N = 15SE +/- 7.30, N = 15266282301369

easyWave

The easyWave software allows simulating tsunami generation and propagation in the context of early warning systems. EasyWave supports making use of OpenMP for CPU multi-threading and there are also GPU ports available but not currently incorporated as part of this test profile. The easyWave tsunami generation software is run with one of the example/reference input files for measuring the CPU execution time. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BettereasyWave r34Input: e2Asean Grid + BengkuluSept2007 Source - Time: 1200acpi-cpufreq performanceacpi-cpufreq schedutilamd-pstate-epp powersave, EPP poweramd-pstate-epp performance1020304050SE +/- 0.99, N = 12SE +/- 1.90, N = 12SE +/- 1.57, N = 12SE +/- 2.77, N = 1240.0640.9642.6545.981. (CXX) g++ options: -O3 -fopenmp

OpenBenchmarking.orgSeconds, Fewer Is BettereasyWave r34Input: e2Asean Grid + BengkuluSept2007 Source - Time: 2400acpi-cpufreq performanceamd-pstate-epp powersave, EPP poweracpi-cpufreq schedutilamd-pstate-epp performance306090120150SE +/- 6.52, N = 15SE +/- 4.51, N = 12SE +/- 8.75, N = 15SE +/- 17.00, N = 1297.32102.91105.84133.821. (CXX) g++ options: -O3 -fopenmp

Kvazaar

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

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Slowacpi-cpufreq performanceamd-pstate-epp performanceamd-pstate-epp powersave, EPP poweracpi-cpufreq schedutil20406080100SE +/- 0.47, N = 6SE +/- 0.39, N = 6SE +/- 0.33, N = 6SE +/- 0.57, N = 583.2181.9476.8954.151. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Mediumacpi-cpufreq performanceamd-pstate-epp performanceamd-pstate-epp powersave, EPP poweracpi-cpufreq schedutil20406080100SE +/- 0.21, N = 6SE +/- 0.50, N = 6SE +/- 0.50, N = 6SE +/- 0.43, N = 1583.3082.4376.9354.371. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Very Fastacpi-cpufreq performanceamd-pstate-epp performanceacpi-cpufreq schedutilamd-pstate-epp powersave, EPP power20406080100SE +/- 0.73, N = 6SE +/- 0.50, N = 6SE +/- 0.79, N = 6SE +/- 0.31, N = 690.7688.9083.0981.281. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Super Fastacpi-cpufreq performanceamd-pstate-epp performanceacpi-cpufreq schedutilamd-pstate-epp powersave, EPP power20406080100SE +/- 0.84, N = 6SE +/- 0.89, N = 6SE +/- 0.69, N = 8SE +/- 0.53, N = 691.5189.8882.3181.271. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Ultra Fastacpi-cpufreq performanceamd-pstate-epp performanceacpi-cpufreq schedutilamd-pstate-epp powersave, EPP power20406080100SE +/- 0.31, N = 6SE +/- 0.74, N = 6SE +/- 0.57, N = 15SE +/- 0.50, N = 694.0591.4083.6182.141. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

SVT-AV1

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.2Encoder Mode: Preset 3 - Input: Bosphorus 4Kacpi-cpufreq performanceamd-pstate-epp performanceacpi-cpufreq schedutilamd-pstate-epp powersave, EPP power48121620SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.10, N = 3SE +/- 0.03, N = 314.2714.2612.7610.99

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.2Encoder Mode: Preset 5 - Input: Bosphorus 4Kacpi-cpufreq performanceamd-pstate-epp performanceacpi-cpufreq schedutilamd-pstate-epp powersave, EPP power1122334455SE +/- 0.19, N = 3SE +/- 0.13, N = 3SE +/- 0.18, N = 3SE +/- 0.46, N = 350.6649.9644.0434.02

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.2Encoder Mode: Preset 8 - Input: Bosphorus 4Kacpi-cpufreq performanceamd-pstate-epp performanceacpi-cpufreq schedutilamd-pstate-epp powersave, EPP power306090120150SE +/- 0.64, N = 3SE +/- 0.22, N = 3SE +/- 0.34, N = 3SE +/- 0.21, N = 3114.68112.6886.4081.90

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.2Encoder Mode: Preset 13 - Input: Bosphorus 4Kacpi-cpufreq performanceamd-pstate-epp performanceamd-pstate-epp powersave, EPP poweracpi-cpufreq schedutil90180270360450SE +/- 2.95, N = 6SE +/- 3.02, N = 15SE +/- 1.40, N = 5SE +/- 1.63, N = 5403.60312.21295.02280.45

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.2Encoder Mode: Preset 3 - Input: Beauty 4K 10-bitamd-pstate-epp performanceacpi-cpufreq performanceacpi-cpufreq schedutilamd-pstate-epp powersave, EPP power0.39350.7871.18051.5741.9675SE +/- 0.002, N = 3SE +/- 0.003, N = 3SE +/- 0.003, N = 3SE +/- 0.002, N = 31.7491.7491.7341.605

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.2Encoder Mode: Preset 5 - Input: Beauty 4K 10-bitamd-pstate-epp performanceacpi-cpufreq performanceacpi-cpufreq schedutilamd-pstate-epp powersave, EPP power246810SE +/- 0.016, N = 3SE +/- 0.009, N = 3SE +/- 0.016, N = 3SE +/- 0.015, N = 36.9946.9726.7515.061

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.2Encoder Mode: Preset 8 - Input: Beauty 4K 10-bitacpi-cpufreq performanceamd-pstate-epp performanceacpi-cpufreq schedutilamd-pstate-epp powersave, EPP power3691215SE +/- 0.022, N = 3SE +/- 0.022, N = 3SE +/- 0.004, N = 3SE +/- 0.025, N = 39.4009.3878.8656.808

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 2.2Encoder Mode: Preset 13 - Input: Beauty 4K 10-bitamd-pstate-epp performanceacpi-cpufreq performanceacpi-cpufreq schedutilamd-pstate-epp powersave, EPP power48121620SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 315.9415.9013.8012.61

OSPRay

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.2Benchmark: particle_volume/pathtracer/real_timeamd-pstate-epp powersave, EPP poweracpi-cpufreq schedutilamd-pstate-epp performanceacpi-cpufreq performance50100150200250SE +/- 0.73, N = 3SE +/- 0.42, N = 3SE +/- 0.29, N = 3SE +/- 1.13, N = 3212.03211.53211.47210.85

OpenBenchmarking.orgItems Per Second, More Is BetterOSPRay 3.2Benchmark: gravity_spheres_volume/dim_512/ao/real_timeamd-pstate-epp performanceacpi-cpufreq schedutilacpi-cpufreq performanceamd-pstate-epp powersave, EPP power20406080100SE +/- 0.17, N = 3SE +/- 0.13, N = 3SE +/- 0.10, N = 3SE +/- 0.39, N = 377.1177.0276.9076.86

7-Zip Compression

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 24.05Test: Compression Ratingamd-pstate-epp performanceacpi-cpufreq performanceacpi-cpufreq schedutilamd-pstate-epp powersave, EPP power300K600K900K1200K1500KSE +/- 8457.21, N = 13SE +/- 8577.67, N = 15SE +/- 8145.95, N = 15SE +/- 6703.84, N = 151265124122941911167319767081. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 24.05Test: Decompression Ratingacpi-cpufreq schedutilacpi-cpufreq performanceamd-pstate-epp performanceamd-pstate-epp powersave, EPP power300K600K900K1200K1500KSE +/- 8370.72, N = 15SE +/- 5780.94, N = 15SE +/- 4515.54, N = 13SE +/- 8783.54, N = 1513912801378138137392813095491. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

Stockfish

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 17Chess Benchmarkamd-pstate-epp performanceamd-pstate-epp powersave, EPP poweracpi-cpufreq schedutilacpi-cpufreq performance200M400M600M800M1000MSE +/- 9684095.43, N = 3SE +/- 10216439.99, N = 4SE +/- 16235003.15, N = 15SE +/- 8305519.75, N = 158502116888437978468175164288157853621. (CXX) g++ options: -lgcov -m64 -lpthread -fno-exceptions -std=c++17 -fno-peel-loops -fno-tracer -pedantic -O3 -funroll-loops -msse -msse3 -mpopcnt -mavx2 -mbmi -mavx512f -mavx512bw -mavx512vnni -mavx512dq -mavx512vl -msse4.1 -mssse3 -msse2 -mbmi2 -flto -flto-partition=one -flto=jobserver

Timed Gem5 Compilation

This test times how long it takes to compile Gem5. Gem5 is a simulator for computer system architecture research. Gem5 is widely used for computer architecture research within the industry, academia, and more. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Gem5 Compilation 23.0.1Time To Compileamd-pstate-epp performanceacpi-cpufreq performanceacpi-cpufreq schedutilamd-pstate-epp powersave, EPP power306090120150SE +/- 0.48, N = 3SE +/- 1.24, N = 3SE +/- 0.58, N = 3SE +/- 0.53, N = 3116.95118.60121.83134.95

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 6.8Build: defconfigamd-pstate-epp performanceacpi-cpufreq performanceacpi-cpufreq schedutilamd-pstate-epp powersave, EPP power510152025SE +/- 0.15, N = 12SE +/- 0.13, N = 13SE +/- 0.14, N = 11SE +/- 0.20, N = 1518.7618.9819.2721.88

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.8Build: allmodconfigamd-pstate-epp performanceacpi-cpufreq performanceamd-pstate-epp powersave, EPP poweracpi-cpufreq schedutil306090120150SE +/- 0.37, N = 3SE +/- 0.62, N = 3SE +/- 0.79, N = 3SE +/- 0.41, N = 3131.84132.21135.91142.13

Timed LLVM Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 16.0Build System: Ninjaamd-pstate-epp performanceacpi-cpufreq schedutilamd-pstate-epp powersave, EPP poweracpi-cpufreq performance1428425670SE +/- 0.24, N = 3SE +/- 0.61, N = 3SE +/- 0.32, N = 3SE +/- 0.81, N = 363.3163.4963.7263.93

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 16.0Build System: Unix Makefilesamd-pstate-epp performanceacpi-cpufreq schedutilacpi-cpufreq performanceamd-pstate-epp powersave, EPP power4080120160200SE +/- 0.16, N = 3SE +/- 0.35, N = 3SE +/- 0.19, N = 3SE +/- 0.07, N = 3160.72161.14161.31164.49

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 21.7.2Time To Compileamd-pstate-epp performanceacpi-cpufreq performanceacpi-cpufreq schedutilamd-pstate-epp powersave, EPP power20406080100SE +/- 0.31, N = 3SE +/- 0.08, N = 3SE +/- 0.67, N = 3SE +/- 0.13, N = 388.8489.0390.2393.39

oneDNN

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Deconvolution Batch shapes_3d - Engine: CPUacpi-cpufreq schedutilacpi-cpufreq performanceamd-pstate-epp powersave, EPP poweramd-pstate-epp performance0.1010.2020.3030.4040.505SE +/- 0.008672, N = 15SE +/- 0.008627, N = 15SE +/- 0.003691, N = 9SE +/- 0.006065, N = 150.4458430.4479620.4482380.448729MIN: 0.39MIN: 0.4MIN: 0.39MIN: 0.391. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -fcf-protection=full -pie -ldl -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 3.6Harness: Recurrent Neural Network Training - Engine: CPUacpi-cpufreq performanceamd-pstate-epp performanceamd-pstate-epp powersave, EPP poweracpi-cpufreq schedutil2004006008001000SE +/- 0.95, N = 3SE +/- 3.59, N = 3SE +/- 8.20, N = 3SE +/- 15.98, N = 14775.25778.12789.09794.38MIN: 748.25MIN: 745.1MIN: 750.44MIN: 749.391. (CXX) g++ options: -O3 -march=native -fopenmp -msse4.1 -fPIC -fcf-protection=full -pie -ldl -lpthread

OSPRay Studio

Intel OSPRay Studio is an open-source, interactive visualization and ray-tracing software package. OSPRay Studio makes use of Intel OSPRay, a portable ray-tracing engine for high-performance, high-fidelity visualizations. OSPRay builds off Intel's Embree and Intel SPMD Program Compiler (ISPC) components as part of the oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUacpi-cpufreq performanceamd-pstate-epp performanceacpi-cpufreq schedutilamd-pstate-epp powersave, EPP power70140210280350SE +/- 0.00, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 3330330331331

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer - Acceleration: CPUacpi-cpufreq performanceamd-pstate-epp powersave, EPP poweramd-pstate-epp performanceacpi-cpufreq schedutil90180270360450SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3390391391392

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUacpi-cpufreq performanceamd-pstate-epp performanceacpi-cpufreq schedutilamd-pstate-epp powersave, EPP power2K4K6K8K10KSE +/- 19.55, N = 3SE +/- 39.27, N = 3SE +/- 5.21, N = 3SE +/- 35.62, N = 310423104411046310507

OpenBenchmarking.orgms, Fewer Is BetterOSPRay Studio 1.0Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer - Acceleration: CPUacpi-cpufreq performanceacpi-cpufreq schedutilamd-pstate-epp performanceamd-pstate-epp powersave, EPP power3K6K9K12K15KSE +/- 46.41, N = 3SE +/- 21.36, N = 3SE +/- 2.19, N = 3SE +/- 35.18, N = 312367123791239612429

Timed Wasmer Compilation

This test times how long it takes to compile Wasmer. Wasmer is written in the Rust programming language and is a WebAssembly runtime implementation that supports WASI and EmScripten. This test profile builds Wasmer with the Cranelift and Singlepast compiler features enabled. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Wasmer Compilation 2.3Time To Compileamd-pstate-epp performanceacpi-cpufreq schedutilacpi-cpufreq performanceamd-pstate-epp powersave, EPP power714212835SE +/- 0.03, N = 3SE +/- 0.22, N = 3SE +/- 0.17, N = 3SE +/- 0.12, N = 326.7927.1027.1728.621. (CC) gcc options: -m64 -ldl -lgcc_s -lutil -lrt -lpthread -lm -lc -pie -nodefaultlibs

ClickHouse

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

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, First Run / Cold Cacheamd-pstate-epp performanceacpi-cpufreq performanceacpi-cpufreq schedutilamd-pstate-epp powersave, EPP power140280420560700SE +/- 6.62, N = 6SE +/- 8.80, N = 3SE +/- 2.09, N = 3SE +/- 1.84, N = 3653.05641.43443.04427.35MIN: 118.81 / MAX: 6666.67MIN: 120.72 / MAX: 6666.67MIN: 105.26 / MAX: 4285.71MIN: 101.18 / MAX: 3333.33

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, Second Runamd-pstate-epp performanceacpi-cpufreq performanceacpi-cpufreq schedutilamd-pstate-epp powersave, EPP power140280420560700SE +/- 6.02, N = 6SE +/- 5.99, N = 3SE +/- 4.54, N = 3SE +/- 2.93, N = 3666.68651.07448.23440.20MIN: 121.95 / MAX: 7500MIN: 120.72 / MAX: 6000MIN: 107.72 / MAX: 4285.71MIN: 105.45 / MAX: 3157.89

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5100M Rows Hits Dataset, Third Runamd-pstate-epp performanceacpi-cpufreq performanceacpi-cpufreq schedutilamd-pstate-epp powersave, EPP power150300450600750SE +/- 3.44, N = 6SE +/- 4.24, N = 3SE +/- 3.49, N = 3SE +/- 7.12, N = 3674.14661.18451.86444.99MIN: 119.52 / MAX: 7500MIN: 121.21 / MAX: 6666.67MIN: 102.21 / MAX: 4285.71MIN: 109.69 / MAX: 2857.14

Memcached

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

OpenBenchmarking.orgOps/sec, More Is BetterMemcached 1.6.19Set To Get Ratio: 1:10acpi-cpufreq schedutilacpi-cpufreq performanceamd-pstate-epp performanceamd-pstate-epp powersave, EPP power900K1800K2700K3600K4500KSE +/- 3296.60, N = 3SE +/- 9726.52, N = 3SE +/- 7025.74, N = 3SE +/- 11855.14, N = 34375833.914374101.464364726.014349758.691. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenBenchmarking.orgOps/sec, More Is BetterMemcached 1.6.19Set To Get Ratio: 1:100acpi-cpufreq performanceamd-pstate-epp performanceamd-pstate-epp powersave, EPP poweracpi-cpufreq schedutil3M6M9M12M15MSE +/- 82510.27, N = 3SE +/- 30429.78, N = 3SE +/- 115313.62, N = 3SE +/- 96851.07, N = 312296822.6112237534.6412108995.3312033636.831. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

GROMACS

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

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2024Implementation: MPI CPU - Input: water_GMX50_bareacpi-cpufreq performanceamd-pstate-epp powersave, EPP poweracpi-cpufreq schedutilamd-pstate-epp performance816243240SE +/- 0.24, N = 3SE +/- 0.24, N = 15SE +/- 0.31, N = 3SE +/- 0.33, N = 633.6333.1132.4632.401. (CXX) g++ options: -O3 -lm

LiteRT

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: DeepLab V3amd-pstate-epp powersave, EPP poweramd-pstate-epp performanceacpi-cpufreq schedutilacpi-cpufreq performance30K60K90K120K150KSE +/- 4100.21, N = 15SE +/- 6547.94, N = 12SE +/- 11465.93, N = 15SE +/- 10503.47, N = 15108089.4122224.6130544.5131016.5

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: SqueezeNetamd-pstate-epp performanceacpi-cpufreq schedutilacpi-cpufreq performanceamd-pstate-epp powersave, EPP power17K34K51K68K85KSE +/- 4024.45, N = 12SE +/- 2486.13, N = 15SE +/- 4734.31, N = 15SE +/- 5257.47, N = 1567141.068551.071822.077253.4

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Inception V4acpi-cpufreq performanceamd-pstate-epp powersave, EPP poweracpi-cpufreq schedutilamd-pstate-epp performance90K180K270K360K450KSE +/- 19097.36, N = 15SE +/- 22160.81, N = 15SE +/- 19452.42, N = 15SE +/- 15462.87, N = 15366367383528389419420326

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: NASNet Mobileacpi-cpufreq schedutilamd-pstate-epp powersave, EPP poweracpi-cpufreq performanceamd-pstate-epp performance300K600K900K1200K1500KSE +/- 87991.61, N = 12SE +/- 99525.90, N = 12SE +/- 49109.78, N = 15SE +/- 95737.22, N = 121294618131312413740271440686

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Mobilenet Floatacpi-cpufreq schedutilacpi-cpufreq performanceamd-pstate-epp powersave, EPP poweramd-pstate-epp performance12K24K36K48K60KSE +/- 1776.80, N = 12SE +/- 2999.48, N = 15SE +/- 4493.17, N = 15SE +/- 1980.12, N = 1549708.350891.951073.956226.7

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Mobilenet Quantamd-pstate-epp powersave, EPP poweramd-pstate-epp performanceacpi-cpufreq performanceacpi-cpufreq schedutil10K20K30K40K50KSE +/- 1628.59, N = 15SE +/- 98.25, N = 3SE +/- 3671.98, N = 12SE +/- 3098.66, N = 1242023.444440.647789.548466.0

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Inception ResNet V2acpi-cpufreq schedutilamd-pstate-epp performanceamd-pstate-epp powersave, EPP poweracpi-cpufreq performance120K240K360K480K600KSE +/- 27055.81, N = 14SE +/- 23232.48, N = 15SE +/- 31545.86, N = 15SE +/- 40000.94, N = 15509163556066570944571935

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Quantized COCO SSD MobileNet v1acpi-cpufreq performanceacpi-cpufreq schedutilamd-pstate-epp performanceamd-pstate-epp powersave, EPP power16K32K48K64K80KSE +/- 2619.06, N = 15SE +/- 833.30, N = 3SE +/- 3239.30, N = 15SE +/- 3443.21, N = 1565692.870075.473505.073932.8

PostgreSQL

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 17Scaling Factor: 100 - Clients: 1000 - Mode: Read Onlyamd-pstate-epp performanceacpi-cpufreq performanceacpi-cpufreq schedutilamd-pstate-epp powersave, EPP power900K1800K2700K3600K4500KSE +/- 31939.88, N = 3SE +/- 17412.45, N = 3SE +/- 15318.86, N = 3SE +/- 51419.26, N = 341950194194532418880241528051. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpq -lpgcommon -lpgport -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 17Scaling Factor: 100 - Clients: 1000 - Mode: Read Only - Average Latencyacpi-cpufreq performanceacpi-cpufreq schedutilamd-pstate-epp performanceamd-pstate-epp powersave, EPP power0.05420.10840.16260.21680.271SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.002, N = 3SE +/- 0.003, N = 30.2380.2390.2390.2411. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpq -lpgcommon -lpgport -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL 17Scaling Factor: 100 - Clients: 1000 - Mode: Read Writeacpi-cpufreq performanceamd-pstate-epp performanceamd-pstate-epp powersave, EPP poweracpi-cpufreq schedutil3K6K9K12K15KSE +/- 129.70, N = 3SE +/- 42.62, N = 3SE +/- 138.02, N = 3SE +/- 77.18, N = 3128211250612265121291. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpq -lpgcommon -lpgport -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL 17Scaling Factor: 100 - Clients: 1000 - Mode: Read Write - Average Latencyacpi-cpufreq performanceamd-pstate-epp performanceamd-pstate-epp powersave, EPP poweracpi-cpufreq schedutil20406080100SE +/- 0.80, N = 3SE +/- 0.27, N = 3SE +/- 0.93, N = 3SE +/- 0.53, N = 378.0179.9681.5582.461. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpq -lpgcommon -lpgport -lm

PyTorch

This is a benchmark of PyTorch making use of pytorch-benchmark [https://github.com/LukasHedegaard/pytorch-benchmark]. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 512 - Model: ResNet-50amd-pstate-epp powersave, EPP poweracpi-cpufreq schedutilacpi-cpufreq performanceamd-pstate-epp performance510152025SE +/- 0.21, N = 3SE +/- 0.27, N = 3SE +/- 0.30, N = 3SE +/- 0.12, N = 322.4022.1021.7121.67MIN: 20.39 / MAX: 25.7MIN: 13.05 / MAX: 23.43MIN: 20.56 / MAX: 22.75MIN: 17.67 / MAX: 25.57

TensorFlow

This is a benchmark of the TensorFlow deep learning framework using the TensorFlow reference benchmarks (tensorflow/benchmarks with tf_cnn_benchmarks.py). Note with the Phoronix Test Suite there is also pts/tensorflow-lite for benchmarking the TensorFlow Lite binaries if desired for complementary metrics. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.16.1Device: CPU - Batch Size: 512 - Model: ResNet-50acpi-cpufreq schedutilacpi-cpufreq performanceamd-pstate-epp performanceamd-pstate-epp powersave, EPP power50100150200250SE +/- 0.41, N = 3SE +/- 0.61, N = 3SE +/- 2.86, N = 3SE +/- 2.71, N = 3220.94220.77218.14214.00

XNNPACK

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV1acpi-cpufreq schedutilacpi-cpufreq performanceamd-pstate-epp performanceamd-pstate-epp powersave, EPP power20K40K60K80K100KSE +/- 9091.20, N = 9SE +/- 8272.73, N = 9SE +/- 10333.77, N = 9SE +/- 11140.48, N = 6716421007581029761070051. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV2acpi-cpufreq schedutilamd-pstate-epp powersave, EPP poweracpi-cpufreq performanceamd-pstate-epp performance50K100K150K200K250KSE +/- 18587.31, N = 9SE +/- 34560.66, N = 6SE +/- 24307.32, N = 9SE +/- 12562.08, N = 91735462089752153122390941. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV3Largeacpi-cpufreq schedutilamd-pstate-epp performanceamd-pstate-epp powersave, EPP poweracpi-cpufreq performance70K140K210K280K350KSE +/- 31970.03, N = 9SE +/- 37083.78, N = 9SE +/- 46863.64, N = 6SE +/- 39735.87, N = 92664503064963102423147801. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV3Smallacpi-cpufreq schedutilacpi-cpufreq performanceamd-pstate-epp performanceamd-pstate-epp powersave, EPP power70K140K210K280K350KSE +/- 23141.95, N = 9SE +/- 34522.88, N = 9SE +/- 26742.74, N = 9SE +/- 42494.15, N = 62157552420392814483211761. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV1acpi-cpufreq schedutilamd-pstate-epp powersave, EPP poweramd-pstate-epp performanceacpi-cpufreq performance20K40K60K80K100KSE +/- 9175.57, N = 9SE +/- 9815.30, N = 6SE +/- 7816.51, N = 9SE +/- 12603.55, N = 97931289349946401111381. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV2acpi-cpufreq schedutilamd-pstate-epp powersave, EPP poweramd-pstate-epp performanceacpi-cpufreq performance50K100K150K200K250KSE +/- 12388.73, N = 9SE +/- 28872.01, N = 6SE +/- 14007.04, N = 9SE +/- 26727.99, N = 91607452017752356602451351. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV3Largeacpi-cpufreq schedutilamd-pstate-epp performanceacpi-cpufreq performanceamd-pstate-epp powersave, EPP power80K160K240K320K400KSE +/- 10694.83, N = 9SE +/- 43034.08, N = 9SE +/- 39829.75, N = 9SE +/- 25113.17, N = 62142933168593603383770091. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV3Smallacpi-cpufreq schedutilamd-pstate-epp powersave, EPP poweracpi-cpufreq performanceamd-pstate-epp performance70K140K210K280K350KSE +/- 15922.86, N = 9SE +/- 40655.76, N = 6SE +/- 20904.41, N = 9SE +/- 30695.56, N = 91929842220912617403068681. (CXX) g++ options: -O3 -lrt -lm

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: QS8MobileNetV2acpi-cpufreq schedutilacpi-cpufreq performanceamd-pstate-epp powersave, EPP poweramd-pstate-epp performance60K120K180K240K300KSE +/- 29629.90, N = 9SE +/- 16900.30, N = 9SE +/- 28688.65, N = 6SE +/- 32620.26, N = 92267572434162601993030651. (CXX) g++ options: -O3 -lrt -lm

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.2Blend File: BMW27 - Compute: CPU-Onlyamd-pstate-epp performanceacpi-cpufreq performanceacpi-cpufreq schedutilamd-pstate-epp powersave, EPP power1.25782.51563.77345.03126.289SE +/- 0.02, N = 7SE +/- 0.02, N = 7SE +/- 0.02, N = 7SE +/- 0.03, N = 75.335.345.485.59

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.2Blend File: Junkshop - Compute: CPU-Onlyamd-pstate-epp performanceacpi-cpufreq performanceacpi-cpufreq schedutilamd-pstate-epp powersave, EPP power246810SE +/- 0.01, N = 6SE +/- 0.02, N = 6SE +/- 0.03, N = 6SE +/- 0.03, N = 57.527.547.707.91

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.2Blend File: Barbershop - Compute: CPU-Onlyacpi-cpufreq performanceamd-pstate-epp performanceacpi-cpufreq schedutilamd-pstate-epp powersave, EPP power1122334455SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.14, N = 3SE +/- 0.05, N = 347.0247.0447.2647.50

Apache Cassandra

OpenBenchmarking.orgOp/s, More Is BetterApache Cassandra 5.0Test: Writesamd-pstate-epp performanceacpi-cpufreq performanceacpi-cpufreq schedutilamd-pstate-epp powersave, EPP power60K120K180K240K300KSE +/- 3195.31, N = 3SE +/- 1496.11, N = 3SE +/- 2802.92, N = 12SE +/- 3185.16, N = 3297594293641283986272800

nginx

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

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.23.2Connections: 1000acpi-cpufreq performanceamd-pstate-epp performanceacpi-cpufreq schedutilamd-pstate-epp powersave, EPP power80K160K240K320K400KSE +/- 1096.44, N = 3SE +/- 1924.75, N = 3SE +/- 675.70, N = 3SE +/- 935.65, N = 3382110.68381450.99378838.78373848.471. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

Apache HTTP Server

This is a test of the Apache HTTPD web server. This Apache HTTPD web server benchmark test profile makes use of the wrk program for facilitating the HTTP requests over a fixed period time with a configurable number of concurrent clients. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.56Concurrent Requests: 1000acpi-cpufreq schedutilacpi-cpufreq performanceamd-pstate-epp performanceamd-pstate-epp powersave, EPP power20K40K60K80K100KSE +/- 48.19, N = 3SE +/- 135.49, N = 3SE +/- 78.02, N = 3SE +/- 77.98, N = 394660.9292874.5589729.5272820.621. (CC) gcc options: -lluajit-5.1 -lm -lssl -lcrypto -lpthread -ldl -std=c99 -O2

100 Results Shown

CP2K Molecular Dynamics
NAMD
OpenFOAM:
  drivaerFastback, Large Mesh Size - Mesh Time
  drivaerFastback, Large Mesh Size - Execution Time
  drivaerFastback, Small Mesh Size - Mesh Time
  drivaerFastback, Small Mesh Size - Execution Time
  drivaerFastback, Medium Mesh Size - Mesh Time
  drivaerFastback, Medium Mesh Size - Execution Time
SPECFEM3D:
  Mount St. Helens
  Layered Halfspace
  Tomographic Model
  Homogeneous Halfspace
  Water-layered Halfspace
DaCapo Benchmark:
  Jython
  Eclipse
  GraphChi
  Tradesoap
  Tradebeans
  Spring Boot
  Apache Kafka
  Apache Tomcat
  jMonkeyEngine
  Apache Xalan XSLT
  Batik SVG Toolkit
  H2 Database Engine
  FOP Print Formatter
  PMD Source Code Analyzer
  Apache Lucene Search Index
  Apache Lucene Search Engine
  Avrora AVR Simulation Framework
  BioJava Biological Data Framework
  Zxing 1D/2D Barcode Image Processing
easyWave:
  e2Asean Grid + BengkuluSept2007 Source - 1200
  e2Asean Grid + BengkuluSept2007 Source - 2400
Kvazaar:
  Bosphorus 4K - Slow
  Bosphorus 4K - Medium
  Bosphorus 4K - Very Fast
  Bosphorus 4K - Super Fast
  Bosphorus 4K - Ultra Fast
SVT-AV1:
  Preset 3 - Bosphorus 4K
  Preset 5 - Bosphorus 4K
  Preset 8 - Bosphorus 4K
  Preset 13 - Bosphorus 4K
  Preset 3 - Beauty 4K 10-bit
  Preset 5 - Beauty 4K 10-bit
  Preset 8 - Beauty 4K 10-bit
  Preset 13 - Beauty 4K 10-bit
OSPRay:
  particle_volume/pathtracer/real_time
  gravity_spheres_volume/dim_512/ao/real_time
7-Zip Compression:
  Compression Rating
  Decompression Rating
Stockfish
Timed Gem5 Compilation
Timed Linux Kernel Compilation:
  defconfig
  allmodconfig
Timed LLVM Compilation:
  Ninja
  Unix Makefiles
Timed Node.js Compilation
oneDNN:
  Deconvolution Batch shapes_3d - CPU
  Recurrent Neural Network Training - CPU
OSPRay Studio:
  1 - 4K - 1 - Path Tracer - CPU
  3 - 4K - 1 - Path Tracer - CPU
  1 - 4K - 32 - Path Tracer - CPU
  3 - 4K - 32 - Path Tracer - CPU
Timed Wasmer Compilation
ClickHouse:
  100M Rows Hits Dataset, First Run / Cold Cache
  100M Rows Hits Dataset, Second Run
  100M Rows Hits Dataset, Third Run
Memcached:
  1:10
  1:100
GROMACS
LiteRT:
  DeepLab V3
  SqueezeNet
  Inception V4
  NASNet Mobile
  Mobilenet Float
  Mobilenet Quant
  Inception ResNet V2
  Quantized COCO SSD MobileNet v1
PostgreSQL:
  100 - 1000 - Read Only
  100 - 1000 - Read Only - Average Latency
  100 - 1000 - Read Write
  100 - 1000 - Read Write - Average Latency
PyTorch
TensorFlow
XNNPACK:
  FP32MobileNetV1
  FP32MobileNetV2
  FP32MobileNetV3Large
  FP32MobileNetV3Small
  FP16MobileNetV1
  FP16MobileNetV2
  FP16MobileNetV3Large
  FP16MobileNetV3Small
  QS8MobileNetV2
Blender:
  BMW27 - CPU-Only
  Junkshop - CPU-Only
  Barbershop - CPU-Only
Apache Cassandra
nginx
Apache HTTP Server