Linux 6.2 Kernel Benchmark Ryzen 9 7950X

AMD Ryzen 9 7950X 16-Core testing with a ASUS ROG CROSSHAIR X670E HERO (0805 BIOS) and AMD Radeon RX 6750 XT 12GB on Ubuntu 22.10 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2212272-NE-LINUX62KE52
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Linux 6.0
December 26 2022
  10 Hours, 7 Minutes
Linux 6.1
December 26 2022
  8 Hours, 55 Minutes
Linux 6.2-rc1
December 27 2022
  8 Hours, 40 Minutes
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  9 Hours, 14 Minutes

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Linux 6.2 Kernel Benchmark Ryzen 9 7950XProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerOpenGLVulkanCompilerFile-SystemScreen ResolutionLinux 6.0Linux 6.1Linux 6.2-rc1AMD Ryzen 9 7950X 16-Core @ 5.88GHz (16 Cores / 32 Threads)ASUS ROG CROSSHAIR X670E HERO (0805 BIOS)AMD Device 14d832GBWestern Digital WD_BLACK SN850X 1000GB + 257GB Flash DriveAMD Radeon RX 6750 XT 12GB (2880/1124MHz)AMD Navi 21/23ASUS MG28UIntel I225-V + Intel Wi-Fi 6 AX210/AX211/AX411Ubuntu 22.106.0.0-060000-generic (x86_64)GNOME Shell 43.1X Server + Wayland4.6 Mesa 22.2.1 (LLVM 15.0.2 DRM 3.48)1.3.224GCC 12.2.0ext43840x2160AMD Ryzen 9 7950X 16-Core @ 4.50GHz (16 Cores / 32 Threads)6.1.1-phx (x86_64)4.6 Mesa 22.2.1 (LLVM 15.0.2 DRM 3.49)6.2.0-rc1-phx (x86_64)OpenBenchmarking.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-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/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- Linux 6.0: Scaling Governor: amd-pstate schedutil (Boost: Enabled) - CPU Microcode: 0xa601203- Linux 6.1: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa601203- Linux 6.2-rc1: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa601203Graphics Details- BAR1 / Visible vRAM Size: 12272 MB - vBIOS Version: 113-EXT800357-L02Java Details- OpenJDK Runtime Environment (build 11.0.17+8-post-Ubuntu-1ubuntu2)Python Details- Python 3.10.7Security Details- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: 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 PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

Linux 6.0Linux 6.1Linux 6.2-rc1Result OverviewPhoronix Test Suite100%104%108%112%116%FFmpegXonoticStargate Digital Audio WorkstationRedisSVT-AV1UnvanquishedClickHouseGIMPStress-NGRawTherapeeJPEG XL libjxlOpenVKLDarktableApache SparkSQLite SpeedtestSeleniumTimed Wasmer CompilationCockroachDBASTC EncoderTimed CPython CompilationTimed PHP CompilationOpenRadiossLAMMPS Molecular Dynamics SimulatorDDraceNetworkOpenFOAMWebP Image EncodeAircrack-ngOpenVINOTimed Linux Kernel Compilationlibavif avifenc7-Zip CompressionsrsRANTimed Node.js CompilationBlenderTensorFlowTimed Godot Game Engine CompilationminiBUDE

Linux 6.2 Kernel Benchmark Ryzen 9 7950Xminibude: OpenMP - BM1stress-ng: MMAPstress-ng: NUMAstress-ng: Futexstress-ng: MEMFDstress-ng: Mutexstress-ng: Atomicstress-ng: Cryptostress-ng: Mallocstress-ng: Forkingstress-ng: IO_uringstress-ng: SENDFILEstress-ng: CPU Cachestress-ng: CPU Stressstress-ng: Semaphoresstress-ng: Matrix Mathstress-ng: Vector Mathstress-ng: Memory Copyingstress-ng: Socket Activitystress-ng: Context Switchingstress-ng: Glibc C String Functionsstress-ng: Glibc Qsort Data Sortingstress-ng: System V Message Passingsrsran: 4G PHY_DL_Test 100 PRB MIMO 64-QAMsrsran: 4G PHY_DL_Test 100 PRB SISO 64-QAMsrsran: 4G PHY_DL_Test 100 PRB MIMO 256-QAMsrsran: 4G PHY_DL_Test 100 PRB SISO 256-QAMsrsran: 5G PHY_DL_NR Test 52 PRB SISO 64-QAMffmpeg: libx265 - Liveffmpeg: libx265 - Video On Demandopenvino: Person Detection FP16 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUddnet: 3840 x 2160 - Fullscreen - Vulkan - Default - RaiNyMore2ddnet: 3840 x 2160 - Fullscreen - Vulkan - Default - Multeasymapunvanquished: 3840 x 2160 - Highunvanquished: 3840 x 2160 - Ultraunvanquished: 3840 x 2160 - Mediumxonotic: 3840 x 2160 - Lowxonotic: 3840 x 2160 - Highxonotic: 3840 x 2160 - Ultraxonotic: 3840 x 2160 - Ultimatesvt-av1: Preset 8 - Bosphorus 4Ksvt-av1: Preset 12 - Bosphorus 4Ksvt-av1: Preset 13 - Bosphorus 4Kminibude: OpenMP - BM1tensorflow: CPU - 16 - ResNet-50openvkl: vklBenchmark ISPCaircrack-ng: compress-7zip: Compression Ratingcompress-7zip: Decompression Ratingjpegxl: PNG - 90jpegxl: JPEG - 90webp: Quality 100webp: Quality 100, Highest Compressionastcenc: Fastastcenc: Mediumastcenc: Thoroughastcenc: Exhaustivelammps: 20k Atomslammps: Rhodopsin Proteincockroach: MoVR - 128cockroach: MoVR - 256cockroach: KV, 10% Reads - 128cockroach: KV, 10% Reads - 256cockroach: KV, 50% Reads - 128cockroach: KV, 50% Reads - 256cockroach: KV, 60% Reads - 128cockroach: KV, 60% Reads - 256cockroach: KV, 95% Reads - 128cockroach: KV, 95% Reads - 256clickhouse: 100M Rows Web Analytics Dataset, First Run / Cold Cacheclickhouse: 100M Rows Web Analytics Dataset, Second Runclickhouse: 100M Rows Web Analytics Dataset, Third Runstargate: 44100 - 512stargate: 192000 - 512stargate: 44100 - 1024stargate: 192000 - 1024redis: GET - 50redis: SET - 50srsran: OFDM_Testselenium: Jetstream 2 - Google Chromesrsran: 4G PHY_DL_Test 100 PRB MIMO 64-QAMsrsran: 4G PHY_DL_Test 100 PRB SISO 64-QAMsrsran: 4G PHY_DL_Test 100 PRB MIMO 256-QAMsrsran: 4G PHY_DL_Test 100 PRB SISO 256-QAMsrsran: 5G PHY_DL_NR Test 52 PRB SISO 64-QAMopenvino: Person Detection FP16 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUselenium: Kraken - Google Chromeselenium: WASM imageConvolute - Google Chromeselenium: WASM collisionDetection - Google Chromeselenium: PSPDFKit WASM - Google Chromeopenfoam: drivaerFastback, Small Mesh Size - Mesh Timeopenfoam: drivaerFastback, Small Mesh Size - Execution Timeopenradioss: Bumper Beamopenradioss: Bird Strike on Windshieldopenradioss: Rubber O-Ring Seal Installationavifenc: 0avifenc: 2avifenc: 6avifenc: 6, Losslessavifenc: 10, Losslessbuild-godot: Time To Compilebuild-linux-kernel: defconfigbuild-linux-kernel: allmodconfigbuild-nodejs: Time To Compilebuild-php: Time To Compilebuild-python: Defaultbuild-python: Released Build, PGO + LTO Optimizedbuild-wasmer: Time To Compileffmpeg: libx265 - Liveffmpeg: libx265 - Video On Demandspark: 1000000 - 100 - SHA-512 Benchmark Timespark: 1000000 - 100 - Calculate Pi Benchmarkspark: 1000000 - 100 - Calculate Pi Benchmark Using Dataframespark: 1000000 - 100 - Group By Test Timespark: 1000000 - 100 - Repartition Test Timespark: 1000000 - 100 - Inner Join Test Timespark: 1000000 - 100 - Broadcast Inner Join Test Timesqlite-speedtest: Timed Time - Size 1,000darktable: Boat - CPU-onlydarktable: Masskrug - CPU-onlydarktable: Server Rack - CPU-onlydarktable: Server Room - CPU-onlygimp: resizegimp: rotategimp: auto-levelsgimp: unsharp-maskrawtherapee: Total Benchmark Timeblender: BMW27 - CPU-Onlyblender: Classroom - CPU-Onlyblender: Fishy Cat - CPU-Onlyblender: Barbershop - CPU-Onlyblender: Pabellon Barcelona - CPU-OnlyLinux 6.0Linux 6.1Linux 6.2-rc156.420401.35593.624558735.281315.5914014569.44214580.7043518.2940645154.2981551.6133863.65548107.25177.7060795.993469539.32130280.90144738.287631.7033908.3710657844.425003747.56384.3611163675.30618.1620.5667.5663.7208.1117.8346.727.64776.8228.221844.50137.202881.061678.4725988.121625.141829.27409.5392.7408.0828.1950923680.7773733632.6708656478.526730267.404206.191200.2891410.49842.7340198094.93218455618250813.1812.8817.185.41397.5492142.053217.64291.843917.12416.774906.4907.776941.979074.498252.495996.9104893.1101384.7130031.9125471.4293.36302.39301.147.8254622.4524198.4172543.8349945454441.34086994.02239100000322.624236.7248.9249.2260.2141.21041.1710.29283.164.3358.275.554.760.61389.117.67212.92261223.967546162.1965784.61158.9462.1169.49835.0293.0985.2773.14551.10045.154501.455253.40136.19112.182177.68432.21542.86162.132.1755.873.702.831.191.010.8934.3652.3492.6620.1852.33212.9209.52210.68313.11533.73249.74131.0864.54473.01159.5856.414390.46627.094464563.741335.9014156504.47214008.7743465.5037567128.7378702.0133365.14529667.07184.8161202.443505404.30130415.15144890.767669.8935299.069884193.134939243.68387.1930369076.47626.5617.6665.4668.7209.6135.1255.027.60764.2228.231851.41134.872883.801698.9826039.151658.161790.05382.3372.1392.1775.2177505631.1810468554.2988172377.565294871.755214.916214.5331410.36642.8140998675.94018524918296813.4913.1317.365.42403.9233143.122817.76721.850317.03316.600920.9920.578522.079296.998430.097620.0104556.9103145.6131751.0125990.0305.59316.89317.457.5594703.5362538.5591003.8540774817235.04257658239366667321.261238.1248.0249.2259.7141.71046.6810.46282.824.3159.255.544.700.61377.017.64215.41263923.744921162.2177183.67158.6462.1069.15034.9533.0595.2393.20351.06945.235503.275253.16736.34111.944177.71831.93537.39137.692.1855.113.632.731.180.940.9134.9532.3492.6670.1732.30912.3669.12510.17012.51332.70649.75130.7064.29470.74159.3656.391395.87632.364491350.011341.4714203987.01214523.3043631.8138551600.2577430.9333127.77525644.99183.7760754.973475823.60130601.79145198.467694.7335102.7910741655.835055042.88393.1426608925.70623.9624.2668.5669.9207.9134.2054.897.59774.1428.371853.29137.932890.371694.4426004.411639.051841.03391.0402.9399.3825.4446417691.5665613647.2218647500.023384671.943213.719214.5311409.78042.7340698417.59918476618258213.3212.9517.245.42404.1187143.355717.83691.849616.98716.926921.192377227.679034.199227.696609.6104094.9102870.4129697.5125883.5302.12314.31314.487.4943463.4261468.3691103.7501484744299.84148442.25238366667320.202236.7251.1249.1259.9136.61046.7710.32281.394.3157.965.534.720.61372.517.61213.02252823.82981160.9849783.30158.9061.5269.24534.9433.0455.2883.24051.15945.252504.096253.76236.02912.048176.51231.84837.64138.012.1556.913.632.801.221.000.8634.9112.3412.6670.1732.31212.6138.99610.16612.60232.70149.71130.5764.45470.26159.47OpenBenchmarking.org

miniBUDE

MiniBUDE is a mini application for the the core computation of the Bristol University Docking Engine (BUDE). This test profile currently makes use of the OpenMP implementation of miniBUDE for CPU benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBillion Interactions/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM1Linux 6.2-rc1Linux 6.1Linux 6.01326395265SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 356.3956.4156.421. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

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 0.14.06Test: MMAPLinux 6.1Linux 6.2-rc1Linux 6.090180270360450SE +/- 0.44, N = 3SE +/- 4.46, N = 3SE +/- 0.24, N = 3390.46395.87401.351. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: NUMALinux 6.0Linux 6.1Linux 6.2-rc1140280420560700SE +/- 1.21, N = 3SE +/- 0.68, N = 3SE +/- 2.85, N = 3593.62627.09632.361. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: FutexLinux 6.1Linux 6.2-rc1Linux 6.01000K2000K3000K4000K5000KSE +/- 37350.00, N = 3SE +/- 35609.26, N = 15SE +/- 45761.48, N = 154464563.744491350.014558735.281. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: MEMFDLinux 6.0Linux 6.1Linux 6.2-rc130060090012001500SE +/- 1.68, N = 3SE +/- 0.42, N = 3SE +/- 1.71, N = 31315.591335.901341.471. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: MutexLinux 6.0Linux 6.1Linux 6.2-rc13M6M9M12M15MSE +/- 71268.35, N = 3SE +/- 51792.79, N = 3SE +/- 43817.03, N = 314014569.4414156504.4714203987.011. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: AtomicLinux 6.1Linux 6.2-rc1Linux 6.050K100K150K200K250KSE +/- 337.19, N = 3SE +/- 297.26, N = 3SE +/- 247.34, N = 3214008.77214523.30214580.701. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: CryptoLinux 6.1Linux 6.0Linux 6.2-rc19K18K27K36K45KSE +/- 482.01, N = 15SE +/- 337.44, N = 3SE +/- 42.58, N = 343465.5043518.2943631.811. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: MallocLinux 6.1Linux 6.2-rc1Linux 6.09M18M27M36M45MSE +/- 245039.48, N = 3SE +/- 116001.74, N = 3SE +/- 19008.33, N = 337567128.7338551600.2540645154.291. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: ForkingLinux 6.2-rc1Linux 6.1Linux 6.020K40K60K80K100KSE +/- 874.91, N = 3SE +/- 649.74, N = 8SE +/- 250.59, N = 377430.9378702.0181551.611. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: IO_uringLinux 6.2-rc1Linux 6.1Linux 6.07K14K21K28K35KSE +/- 375.53, N = 3SE +/- 239.97, N = 3SE +/- 635.62, N = 1233127.7733365.1433863.651. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: SENDFILELinux 6.2-rc1Linux 6.1Linux 6.0120K240K360K480K600KSE +/- 850.29, N = 3SE +/- 523.28, N = 3SE +/- 405.22, N = 3525644.99529667.07548107.251. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: CPU CacheLinux 6.0Linux 6.2-rc1Linux 6.14080120160200SE +/- 2.36, N = 3SE +/- 0.86, N = 3SE +/- 2.41, N = 3177.70183.77184.811. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: CPU StressLinux 6.2-rc1Linux 6.0Linux 6.113K26K39K52K65KSE +/- 584.71, N = 3SE +/- 357.96, N = 3SE +/- 597.51, N = 1560754.9760795.9961202.441. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: SemaphoresLinux 6.0Linux 6.2-rc1Linux 6.1800K1600K2400K3200K4000KSE +/- 13248.95, N = 3SE +/- 50126.67, N = 3SE +/- 1771.54, N = 33469539.323475823.603505404.301. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Matrix MathLinux 6.0Linux 6.1Linux 6.2-rc130K60K90K120K150KSE +/- 232.81, N = 3SE +/- 133.12, N = 3SE +/- 134.33, N = 3130280.90130415.15130601.791. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Vector MathLinux 6.0Linux 6.1Linux 6.2-rc130K60K90K120K150KSE +/- 19.87, N = 3SE +/- 7.94, N = 3SE +/- 24.55, N = 3144738.28144890.76145198.461. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Memory CopyingLinux 6.0Linux 6.1Linux 6.2-rc116003200480064008000SE +/- 22.60, N = 3SE +/- 27.66, N = 3SE +/- 7.64, N = 37631.707669.897694.731. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Socket ActivityLinux 6.0Linux 6.2-rc1Linux 6.18K16K24K32K40KSE +/- 447.30, N = 15SE +/- 354.23, N = 3SE +/- 439.12, N = 1533908.3735102.7935299.061. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Context SwitchingLinux 6.1Linux 6.0Linux 6.2-rc12M4M6M8M10MSE +/- 248225.64, N = 15SE +/- 97576.89, N = 3SE +/- 86347.54, N = 39884193.1310657844.4210741655.831. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Glibc C String FunctionsLinux 6.1Linux 6.0Linux 6.2-rc11.1M2.2M3.3M4.4M5.5MSE +/- 58652.57, N = 3SE +/- 59477.79, N = 3SE +/- 33356.66, N = 34939243.685003747.565055042.881. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Glibc Qsort Data SortingLinux 6.0Linux 6.1Linux 6.2-rc190180270360450SE +/- 5.37, N = 3SE +/- 0.77, N = 3SE +/- 5.00, N = 3384.36387.19393.141. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: System V Message PassingLinux 6.0Linux 6.2-rc1Linux 6.17M14M21M28M35MSE +/- 11115.22, N = 3SE +/- 83926.30, N = 3SE +/- 375213.02, N = 1511163675.3026608925.7030369076.471. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -lapparmor -latomic -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lrt -lsctp -lz -pthread

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.orgeNb Mb/s, More Is BettersrsRAN 22.04.1Test: 4G PHY_DL_Test 100 PRB MIMO 64-QAMLinux 6.0Linux 6.2-rc1Linux 6.1140280420560700SE +/- 3.51, N = 3SE +/- 1.36, N = 3SE +/- 0.22, N = 3618.1623.9626.51. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -mavx512f -mavx512cd -mavx512bw -mavx512dq -ldl -lpthread -lm

OpenBenchmarking.orgeNb Mb/s, More Is BettersrsRAN 22.04.1Test: 4G PHY_DL_Test 100 PRB SISO 64-QAMLinux 6.1Linux 6.0Linux 6.2-rc1130260390520650SE +/- 5.32, N = 3SE +/- 1.51, N = 3SE +/- 1.52, N = 3617.6620.5624.21. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -mavx512f -mavx512cd -mavx512bw -mavx512dq -ldl -lpthread -lm

OpenBenchmarking.orgeNb Mb/s, More Is BettersrsRAN 22.04.1Test: 4G PHY_DL_Test 100 PRB MIMO 256-QAMLinux 6.1Linux 6.0Linux 6.2-rc1140280420560700SE +/- 2.80, N = 3SE +/- 2.13, N = 3SE +/- 0.70, N = 3665.4667.5668.51. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -mavx512f -mavx512cd -mavx512bw -mavx512dq -ldl -lpthread -lm

OpenBenchmarking.orgeNb Mb/s, More Is BettersrsRAN 22.04.1Test: 4G PHY_DL_Test 100 PRB SISO 256-QAMLinux 6.0Linux 6.1Linux 6.2-rc1140280420560700SE +/- 1.35, N = 3SE +/- 2.28, N = 3SE +/- 0.68, N = 3663.7668.7669.91. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -mavx512f -mavx512cd -mavx512bw -mavx512dq -ldl -lpthread -lm

OpenBenchmarking.orgeNb Mb/s, More Is BettersrsRAN 22.04.1Test: 5G PHY_DL_NR Test 52 PRB SISO 64-QAMLinux 6.2-rc1Linux 6.0Linux 6.150100150200250SE +/- 0.28, N = 3SE +/- 0.34, N = 3SE +/- 0.23, N = 3207.9208.1209.61. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -mavx512f -mavx512cd -mavx512bw -mavx512dq -ldl -lpthread -lm

FFmpeg

This is a benchmark of the FFmpeg multimedia framework. The FFmpeg test profile is making use of a modified version of vbench from Columbia University's Architecture and Design Lab (ARCADE) [http://arcade.cs.columbia.edu/vbench/] that is a benchmark for video-as-a-service workloads. The test profile offers the options of a range of vbench scenarios based on freely distributable video content and offers the options of using the x264 or x265 video encoders for transcoding. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 5.1.2Encoder: libx265 - Scenario: LiveLinux 6.0Linux 6.2-rc1Linux 6.1306090120150SE +/- 0.33, N = 3SE +/- 1.33, N = 3SE +/- 1.72, N = 3117.83134.20135.121. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 5.1.2Encoder: libx265 - Scenario: Video On DemandLinux 6.0Linux 6.2-rc1Linux 6.11224364860SE +/- 0.08, N = 3SE +/- 0.01, N = 3SE +/- 0.12, N = 346.7254.8955.021. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Detection FP16 - Device: CPULinux 6.2-rc1Linux 6.1Linux 6.0246810SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 37.597.607.641. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16 - Device: CPULinux 6.1Linux 6.2-rc1Linux 6.02004006008001000SE +/- 1.37, N = 3SE +/- 6.58, N = 3SE +/- 1.30, N = 3764.22774.14776.821. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Face Detection FP16-INT8 - Device: CPULinux 6.0Linux 6.1Linux 6.2-rc1714212835SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 328.2228.2328.371. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16-INT8 - Device: CPULinux 6.0Linux 6.1Linux 6.2-rc1400800120016002000SE +/- 4.59, N = 3SE +/- 2.82, N = 3SE +/- 0.76, N = 31844.501851.411853.291. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Machine Translation EN To DE FP16 - Device: CPULinux 6.1Linux 6.0Linux 6.2-rc1306090120150SE +/- 0.58, N = 3SE +/- 1.80, N = 3SE +/- 1.09, N = 3134.87137.20137.931. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16-INT8 - Device: CPULinux 6.0Linux 6.1Linux 6.2-rc16001200180024003000SE +/- 1.91, N = 3SE +/- 2.71, N = 3SE +/- 3.00, N = 32881.062883.802890.371. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPULinux 6.0Linux 6.2-rc1Linux 6.1400800120016002000SE +/- 15.77, N = 3SE +/- 5.96, N = 3SE +/- 9.13, N = 31678.471694.441698.981. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPULinux 6.0Linux 6.2-rc1Linux 6.16K12K18K24K30KSE +/- 4.32, N = 3SE +/- 5.40, N = 3SE +/- 45.33, N = 325988.1226004.4126039.151. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

DDraceNetwork

This is a test of DDraceNetwork, an open-source cooperative platformer. Vulkan or OpenGL 3.3 is used for rendering, with fallbacks for older OpenGL versions. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterDDraceNetwork 16.3.2Resolution: 3840 x 2160 - Mode: Fullscreen - Renderer: Vulkan - Zoom: Default - Demo: RaiNyMore2Linux 6.0Linux 6.2-rc1Linux 6.1400800120016002000SE +/- 22.97, N = 3SE +/- 12.20, N = 15SE +/- 20.20, N = 151625.141639.051658.161. (CXX) g++ options: -O3 -lrt -ldl -lvulkan -lnotify -lgdk_pixbuf-2.0 -lgio-2.0 -lgobject-2.0 -lglib-2.0 -fuse-ld=gold

OpenBenchmarking.orgFrames Per Second, More Is BetterDDraceNetwork 16.3.2Resolution: 3840 x 2160 - Mode: Fullscreen - Renderer: Vulkan - Zoom: Default - Demo: MulteasymapLinux 6.1Linux 6.0Linux 6.2-rc1400800120016002000SE +/- 6.37, N = 3SE +/- 4.77, N = 3SE +/- 0.94, N = 31790.051829.271841.031. (CXX) g++ options: -O3 -lrt -ldl -lvulkan -lnotify -lgdk_pixbuf-2.0 -lgio-2.0 -lgobject-2.0 -lglib-2.0 -fuse-ld=gold

Unvanquished

Unvanquished is a modern fork of the Tremulous first person shooter. Unvanquished is powered by the Daemon engine, a combination of the ioquake3 (id Tech 3) engine with the graphically-beautiful XreaL engine. Unvanquished supports a modern OpenGL 3 renderer and other advanced graphics features for this open-source, cross-platform shooter game. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterUnvanquished 0.53Resolution: 3840 x 2160 - Effects Quality: HighLinux 6.1Linux 6.2-rc1Linux 6.090180270360450SE +/- 4.29, N = 14SE +/- 1.44, N = 3SE +/- 11.38, N = 14382.3391.0409.5

OpenBenchmarking.orgFrames Per Second, More Is BetterUnvanquished 0.53Resolution: 3840 x 2160 - Effects Quality: UltraLinux 6.1Linux 6.0Linux 6.2-rc190180270360450SE +/- 2.87, N = 3SE +/- 0.54, N = 3SE +/- 1.25, N = 3372.1392.7402.9

OpenBenchmarking.orgFrames Per Second, More Is BetterUnvanquished 0.53Resolution: 3840 x 2160 - Effects Quality: MediumLinux 6.1Linux 6.2-rc1Linux 6.090180270360450SE +/- 13.51, N = 15SE +/- 11.19, N = 12SE +/- 8.95, N = 15392.1399.3408.0

Xonotic

This is a benchmark of Xonotic, which is a fork of the DarkPlaces-based Nexuiz game. Development began in March of 2010 on the Xonotic game. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.5Resolution: 3840 x 2160 - Effects Quality: LowLinux 6.1Linux 6.2-rc1Linux 6.02004006008001000SE +/- 1.91, N = 3SE +/- 5.01, N = 3SE +/- 0.96, N = 3775.22825.44828.20MIN: 437 / MAX: 1481MIN: 468 / MAX: 1592MIN: 471 / MAX: 1623

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.5Resolution: 3840 x 2160 - Effects Quality: HighLinux 6.1Linux 6.0Linux 6.2-rc1150300450600750SE +/- 1.33, N = 3SE +/- 2.91, N = 3SE +/- 3.26, N = 3631.18680.78691.57MIN: 362 / MAX: 1125MIN: 244 / MAX: 1122MIN: 403 / MAX: 1122

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.5Resolution: 3840 x 2160 - Effects Quality: UltraLinux 6.1Linux 6.0Linux 6.2-rc1140280420560700SE +/- 2.82, N = 3SE +/- 3.47, N = 3SE +/- 2.85, N = 3554.30632.67647.22MIN: 276 / MAX: 1037MIN: 201 / MAX: 1043MIN: 372 / MAX: 1043

OpenBenchmarking.orgFrames Per Second, More Is BetterXonotic 0.8.5Resolution: 3840 x 2160 - Effects Quality: UltimateLinux 6.1Linux 6.0Linux 6.2-rc1110220330440550SE +/- 1.42, N = 3SE +/- 1.21, N = 3SE +/- 0.81, N = 3377.57478.53500.02MIN: 39 / MAX: 881MIN: 83 / MAX: 865MIN: 90 / MAX: 872

SVT-AV1

This is a benchmark of the SVT-AV1 open-source video encoder/decoder. SVT-AV1 was originally developed by Intel as part of their Open Visual Cloud / Scalable Video Technology (SVT). Development of SVT-AV1 has since moved to the Alliance for Open Media as part of upstream AV1 development. SVT-AV1 is a CPU-based multi-threaded video encoder for the AV1 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 8 - Input: Bosphorus 4KLinux 6.0Linux 6.1Linux 6.2-rc11632486480SE +/- 0.58, N = 3SE +/- 0.81, N = 3SE +/- 0.39, N = 367.4071.7671.941. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 12 - Input: Bosphorus 4KLinux 6.0Linux 6.2-rc1Linux 6.150100150200250SE +/- 0.28, N = 3SE +/- 1.96, N = 3SE +/- 0.42, N = 3206.19213.72214.921. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 13 - Input: Bosphorus 4KLinux 6.0Linux 6.2-rc1Linux 6.150100150200250SE +/- 1.67, N = 3SE +/- 0.77, N = 3SE +/- 2.72, N = 3200.29214.53214.531. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

miniBUDE

MiniBUDE is a mini application for the the core computation of the Bristol University Docking Engine (BUDE). This test profile currently makes use of the OpenMP implementation of miniBUDE for CPU benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFInst/s, More Is BetterminiBUDE 20210901Implementation: OpenMP - Input Deck: BM1Linux 6.2-rc1Linux 6.1Linux 6.030060090012001500SE +/- 0.86, N = 3SE +/- 1.08, N = 3SE +/- 0.84, N = 31409.781410.371410.501. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

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 too. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgimages/sec, More Is BetterTensorFlow 2.10Device: CPU - Batch Size: 16 - Model: ResNet-50Linux 6.0Linux 6.2-rc1Linux 6.11020304050SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 342.7342.7342.81

OpenVKL

OpenVKL is the Intel Open Volume Kernel Library that offers high-performance volume computation kernels and part of the Intel oneAPI rendering toolkit. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgItems / Sec, More Is BetterOpenVKL 1.3.1Benchmark: vklBenchmark ISPCLinux 6.0Linux 6.2-rc1Linux 6.190180270360450SE +/- 0.33, N = 3SE +/- 0.88, N = 3SE +/- 0.67, N = 3401406409MIN: 55 / MAX: 5035MIN: 55 / MAX: 5393MIN: 56 / MAX: 5416

Aircrack-ng

Aircrack-ng is a tool for assessing WiFi/WLAN network security. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgk/s, More Is BetterAircrack-ng 1.7Linux 6.0Linux 6.2-rc1Linux 6.120K40K60K80K100KSE +/- 606.87, N = 3SE +/- 127.07, N = 3SE +/- 147.04, N = 398094.9398417.6098675.941. (CXX) g++ options: -std=gnu++17 -O3 -fvisibility=hidden -fcommon -rdynamic -lnl-3 -lnl-genl-3 -lsqlite3 -lpthread -lz -lssl -lcrypto -lhwloc -ldl -lm -pthread

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 22.01Test: Compression RatingLinux 6.0Linux 6.2-rc1Linux 6.140K80K120K160K200KSE +/- 221.76, N = 3SE +/- 122.99, N = 3SE +/- 115.46, N = 31845561847661852491. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression RatingLinux 6.0Linux 6.2-rc1Linux 6.140K80K120K160K200KSE +/- 439.71, N = 3SE +/- 200.24, N = 3SE +/- 363.18, N = 31825081825821829681. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

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 0.7Input: PNG - Quality: 90Linux 6.0Linux 6.2-rc1Linux 6.13691215SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 313.1813.3213.491. (CXX) g++ options: -fno-rtti -funwind-tables -O3 -O2 -fPIE -pie -lm -latomic

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.7Input: JPEG - Quality: 90Linux 6.0Linux 6.2-rc1Linux 6.13691215SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 312.8812.9513.131. (CXX) g++ options: -fno-rtti -funwind-tables -O3 -O2 -fPIE -pie -lm -latomic

WebP Image Encode

This is a test of Google's libwebp with the cwebp image encode utility and using a sample 6000x4000 pixel JPEG image as the input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.2.4Encode Settings: Quality 100Linux 6.0Linux 6.2-rc1Linux 6.148121620SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.09, N = 317.1817.2417.361. (CC) gcc options: -fvisibility=hidden -O2 -lm

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.2.4Encode Settings: Quality 100, Highest CompressionLinux 6.0Linux 6.1Linux 6.2-rc11.21952.4393.65854.8786.0975SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 35.415.425.421. (CC) gcc options: -fvisibility=hidden -O2 -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.orgMT/s, More Is BetterASTC Encoder 4.0Preset: FastLinux 6.0Linux 6.1Linux 6.2-rc190180270360450SE +/- 0.32, N = 3SE +/- 0.95, N = 3SE +/- 1.86, N = 3397.55403.92404.121. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: MediumLinux 6.0Linux 6.1Linux 6.2-rc1306090120150SE +/- 0.11, N = 3SE +/- 0.14, N = 3SE +/- 0.13, N = 3142.05143.12143.361. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: ThoroughLinux 6.0Linux 6.1Linux 6.2-rc148121620SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 317.6417.7717.841. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: ExhaustiveLinux 6.0Linux 6.2-rc1Linux 6.10.41630.83261.24891.66522.0815SE +/- 0.0012, N = 3SE +/- 0.0012, N = 3SE +/- 0.0017, N = 31.84391.84961.85031. (CXX) g++ options: -O3 -flto -pthread

LAMMPS Molecular Dynamics Simulator

LAMMPS is a classical molecular dynamics code, and an acronym for Large-scale Atomic/Molecular Massively Parallel Simulator. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 23Jun2022Model: 20k AtomsLinux 6.2-rc1Linux 6.1Linux 6.048121620SE +/- 0.10, N = 3SE +/- 0.10, N = 3SE +/- 0.07, N = 316.9917.0317.121. (CXX) g++ options: -O3 -lm -ldl

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 23Jun2022Model: Rhodopsin ProteinLinux 6.1Linux 6.0Linux 6.2-rc148121620SE +/- 0.07, N = 3SE +/- 0.12, N = 11SE +/- 0.19, N = 316.6016.7716.931. (CXX) g++ options: -O3 -lm -ldl

CockroachDB

CockroachDB is a cloud-native, distributed SQL database for data intensive applications. This test profile uses a server-less CockroachDB configuration to test various Coackroach workloads on the local host with a single node. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 128Linux 6.0Linux 6.1Linux 6.2-rc12004006008001000SE +/- 0.63, N = 3SE +/- 1.77, N = 3SE +/- 1.48, N = 3906.4920.9921.1

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: MoVR - Concurrency: 256Linux 6.0Linux 6.1Linux 6.2-rc12004006008001000SE +/- 1.47, N = 3SE +/- 0.99, N = 3SE +/- 0.33, N = 3907.7920.5923.0

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 128Linux 6.0Linux 6.2-rc1Linux 6.120K40K60K80K100KSE +/- 421.12, N = 3SE +/- 124.14, N = 3SE +/- 713.21, N = 376941.977227.678522.0

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 10% Reads - Concurrency: 256Linux 6.2-rc1Linux 6.0Linux 6.120K40K60K80K100KSE +/- 74.36, N = 3SE +/- 21.80, N = 3SE +/- 7.93, N = 379034.179074.479296.9

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 128Linux 6.0Linux 6.1Linux 6.2-rc120K40K60K80K100KSE +/- 1196.68, N = 3SE +/- 332.85, N = 3SE +/- 1088.68, N = 398252.498430.099227.6

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 50% Reads - Concurrency: 256Linux 6.0Linux 6.2-rc1Linux 6.120K40K60K80K100KSE +/- 132.53, N = 3SE +/- 19.32, N = 3SE +/- 668.60, N = 395996.996609.697620.0

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 128Linux 6.2-rc1Linux 6.1Linux 6.020K40K60K80K100KSE +/- 164.96, N = 3SE +/- 997.20, N = 3SE +/- 983.32, N = 3104094.9104556.9104893.1

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 60% Reads - Concurrency: 256Linux 6.0Linux 6.2-rc1Linux 6.120K40K60K80K100KSE +/- 52.42, N = 3SE +/- 847.19, N = 3SE +/- 869.73, N = 3101384.7102870.4103145.6

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 128Linux 6.2-rc1Linux 6.0Linux 6.130K60K90K120K150KSE +/- 259.00, N = 3SE +/- 458.68, N = 3SE +/- 1008.24, N = 3129697.5130031.9131751.0

OpenBenchmarking.orgops/s, More Is BetterCockroachDB 22.2Workload: KV, 95% Reads - Concurrency: 256Linux 6.0Linux 6.2-rc1Linux 6.130K60K90K120K150KSE +/- 1163.70, N = 3SE +/- 428.15, N = 3SE +/- 1227.33, N = 3125471.4125883.5125990.0

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/ with the 100 million rows web analytics dataset. The reported value is the query processing time using the geometric mean of all queries performed. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.5.4.19100M Rows Web Analytics Dataset, First Run / Cold CacheLinux 6.0Linux 6.2-rc1Linux 6.170140210280350SE +/- 1.89, N = 15SE +/- 2.39, N = 15SE +/- 2.26, N = 15293.36302.12305.59MIN: 21.34 / MAX: 30000MIN: 21.49 / MAX: 30000MIN: 21.49 / MAX: 600001. ClickHouse server version 22.5.4.19 (official build).

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.5.4.19100M Rows Web Analytics Dataset, Second RunLinux 6.0Linux 6.2-rc1Linux 6.170140210280350SE +/- 2.20, N = 15SE +/- 1.89, N = 15SE +/- 1.97, N = 15302.39314.31316.89MIN: 21.42 / MAX: 30000MIN: 21.03 / MAX: 30000MIN: 21.51 / MAX: 300001. ClickHouse server version 22.5.4.19 (official build).

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.5.4.19100M Rows Web Analytics Dataset, Third RunLinux 6.0Linux 6.2-rc1Linux 6.170140210280350SE +/- 1.78, N = 15SE +/- 1.80, N = 15SE +/- 2.54, N = 15301.14314.48317.45MIN: 21.22 / MAX: 30000MIN: 21.4 / MAX: 60000MIN: 20.92 / MAX: 600001. ClickHouse server version 22.5.4.19 (official build).

Stargate Digital Audio Workstation

Stargate is an open-source, cross-platform digital audio workstation (DAW) software package with "a unique and carefully curated experience" with scalability from old systems up through modern multi-core systems. Stargate is GPLv3 licensed and makes use of Qt5 (PyQt5) for its user-interface. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 44100 - Buffer Size: 512Linux 6.2-rc1Linux 6.1Linux 6.0246810SE +/- 0.092969, N = 12SE +/- 0.057495, N = 3SE +/- 0.077129, N = 37.4943467.5594707.8254621. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 192000 - Buffer Size: 512Linux 6.0Linux 6.2-rc1Linux 6.10.79571.59142.38713.18283.9785SE +/- 0.035423, N = 15SE +/- 0.029244, N = 3SE +/- 0.013928, N = 32.4524193.4261463.5362531. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 44100 - Buffer Size: 1024Linux 6.2-rc1Linux 6.0Linux 6.1246810SE +/- 0.084343, N = 14SE +/- 0.038854, N = 3SE +/- 0.038691, N = 38.3691108.4172548.5591001. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate: 192000 - Buffer Size: 1024Linux 6.2-rc1Linux 6.0Linux 6.10.86721.73442.60163.46884.336SE +/- 0.044651, N = 15SE +/- 0.007548, N = 3SE +/- 0.034086, N = 33.7501483.8349943.8540771. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

Redis

Redis is an open-source in-memory data structure store, used as a database, cache, and message broker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: GET - Parallel Connections: 50Linux 6.2-rc1Linux 6.1Linux 6.01.2M2.4M3.6M4.8M6MSE +/- 75745.23, N = 12SE +/- 92770.12, N = 15SE +/- 79743.68, N = 154744299.84817235.05454441.31. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SET - Parallel Connections: 50Linux 6.0Linux 6.2-rc1Linux 6.1900K1800K2700K3600K4500KSE +/- 71360.16, N = 15SE +/- 49502.12, N = 4SE +/- 34854.49, N = 34086994.024148442.254257658.001. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

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.orgSamples / Second, More Is BettersrsRAN 22.04.1Test: OFDM_TestLinux 6.2-rc1Linux 6.0Linux 6.150M100M150M200M250MSE +/- 1937638.88, N = 3SE +/- 2254624.88, N = 3SE +/- 1322035.47, N = 32383666672391000002393666671. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -mavx512f -mavx512cd -mavx512bw -mavx512dq -ldl -lpthread -lm

Selenium

Benchmark: StyleBench - Browser: Google Chrome

Linux 6.0: The test quit with a non-zero exit status. E: selenium.common.exceptions.WebDriverException: Message: unknown error: net::ERR_NAME_NOT_RESOLVED

Linux 6.1: The test quit with a non-zero exit status. E: selenium.common.exceptions.WebDriverException: Message: unknown error: net::ERR_NAME_NOT_RESOLVED

Linux 6.2-rc1: The test quit with a non-zero exit status. E: selenium.common.exceptions.WebDriverException: Message: unknown error: net::ERR_NAME_NOT_RESOLVED

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: Google ChromeLinux 6.2-rc1Linux 6.1Linux 6.070140210280350SE +/- 0.64, N = 3SE +/- 1.27, N = 3320.20321.26322.621. chrome 108.0.5359.124

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 22.04.1Test: 4G PHY_DL_Test 100 PRB MIMO 64-QAMLinux 6.0Linux 6.2-rc1Linux 6.150100150200250SE +/- 0.72, N = 3SE +/- 0.82, N = 3SE +/- 0.34, N = 3236.7236.7238.11. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -mavx512f -mavx512cd -mavx512bw -mavx512dq -ldl -lpthread -lm

OpenBenchmarking.orgUE Mb/s, More Is BettersrsRAN 22.04.1Test: 4G PHY_DL_Test 100 PRB SISO 64-QAMLinux 6.1Linux 6.0Linux 6.2-rc150100150200250SE +/- 0.47, N = 3SE +/- 1.65, N = 3SE +/- 0.43, N = 3248.0248.9251.11. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -mavx512f -mavx512cd -mavx512bw -mavx512dq -ldl -lpthread -lm

OpenBenchmarking.orgUE Mb/s, More Is BettersrsRAN 22.04.1Test: 4G PHY_DL_Test 100 PRB MIMO 256-QAMLinux 6.2-rc1Linux 6.0Linux 6.150100150200250SE +/- 0.48, N = 3SE +/- 1.01, N = 3SE +/- 0.23, N = 3249.1249.2249.21. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -mavx512f -mavx512cd -mavx512bw -mavx512dq -ldl -lpthread -lm

OpenBenchmarking.orgUE Mb/s, More Is BettersrsRAN 22.04.1Test: 4G PHY_DL_Test 100 PRB SISO 256-QAMLinux 6.1Linux 6.2-rc1Linux 6.060120180240300SE +/- 0.68, N = 3SE +/- 1.19, N = 3SE +/- 1.13, N = 3259.7259.9260.21. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -mavx512f -mavx512cd -mavx512bw -mavx512dq -ldl -lpthread -lm

OpenBenchmarking.orgUE Mb/s, More Is BettersrsRAN 22.04.1Test: 5G PHY_DL_NR Test 52 PRB SISO 64-QAMLinux 6.2-rc1Linux 6.0Linux 6.1306090120150SE +/- 4.84, N = 3SE +/- 0.49, N = 3SE +/- 0.40, N = 3136.6141.2141.71. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -mavx512f -mavx512cd -mavx512bw -mavx512dq -ldl -lpthread -lm

DDraceNetwork

OpenBenchmarking.orgMilliseconds, Fewer Is BetterDDraceNetwork 16.3.2Resolution: 3840 x 2160 - Mode: Fullscreen - Renderer: Vulkan - Zoom: Default - Demo: RaiNyMore2 - Total Frame TimeLinux 6.1Linux 6.0Linux 6.2-rc1246810Min: 0.04 / Avg: 1.23 / Max: 3.83Min: 0.06 / Avg: 1.23 / Max: 3.86Min: 0.05 / Avg: 1.23 / Max: 3.731. (CXX) g++ options: -O3 -lrt -ldl -lvulkan -lnotify -lgdk_pixbuf-2.0 -lgio-2.0 -lgobject-2.0 -lglib-2.0 -fuse-ld=gold

OpenBenchmarking.orgMilliseconds, Fewer Is BetterDDraceNetwork 16.3.2Resolution: 3840 x 2160 - Mode: Fullscreen - Renderer: Vulkan - Zoom: Default - Demo: Multeasymap - Total Frame TimeLinux 6.1Linux 6.0Linux 6.2-rc1246810Min: 0.11 / Avg: 0.58 / Max: 2.82Min: 0.26 / Avg: 0.57 / Max: 2.7Min: 0.16 / Avg: 0.56 / Max: 2.371. (CXX) g++ options: -O3 -lrt -ldl -lvulkan -lnotify -lgdk_pixbuf-2.0 -lgio-2.0 -lgobject-2.0 -lglib-2.0 -fuse-ld=gold

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Detection FP16 - Device: CPULinux 6.2-rc1Linux 6.1Linux 6.02004006008001000SE +/- 3.77, N = 3SE +/- 0.64, N = 3SE +/- 1.45, N = 31046.771046.681041.17MIN: 819.66 / MAX: 1229.15MIN: 816.52 / MAX: 1241.18MIN: 614.54 / MAX: 1260.351. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16 - Device: CPULinux 6.1Linux 6.2-rc1Linux 6.03691215SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 310.4610.3210.29MIN: 3.72 / MAX: 24.17MIN: 4.02 / MAX: 24.18MIN: 3.69 / MAX: 24.031. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Face Detection FP16-INT8 - Device: CPULinux 6.0Linux 6.1Linux 6.2-rc160120180240300SE +/- 0.55, N = 3SE +/- 0.45, N = 3SE +/- 0.69, N = 3283.16282.82281.39MIN: 270.62 / MAX: 321.22MIN: 147.42 / MAX: 292.12MIN: 269.47 / MAX: 289.21. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16-INT8 - Device: CPULinux 6.0Linux 6.2-rc1Linux 6.10.97431.94862.92293.89724.8715SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 34.334.314.31MIN: 2.69 / MAX: 12.83MIN: 2.66 / MAX: 12.45MIN: 2.78 / MAX: 12.71. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Machine Translation EN To DE FP16 - Device: CPULinux 6.1Linux 6.0Linux 6.2-rc11326395265SE +/- 0.25, N = 3SE +/- 0.76, N = 3SE +/- 0.45, N = 359.2558.2757.96MIN: 27.7 / MAX: 71.23MIN: 29.83 / MAX: 81.72MIN: 27.81 / MAX: 72.591. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Weld Porosity Detection FP16-INT8 - Device: CPULinux 6.0Linux 6.1Linux 6.2-rc11.24882.49763.74644.99526.244SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 35.555.545.53MIN: 3.06 / MAX: 20.69MIN: 2.92 / MAX: 13.2MIN: 2.91 / MAX: 12.851. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPULinux 6.0Linux 6.2-rc1Linux 6.11.0712.1423.2134.2845.355SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 34.764.724.70MIN: 3.72 / MAX: 13.47MIN: 3.58 / MAX: 13.4MIN: 3.67 / MAX: 13.031. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPULinux 6.2-rc1Linux 6.1Linux 6.00.13730.27460.41190.54920.6865SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.610.610.61MIN: 0.32 / MAX: 7.89MIN: 0.32 / MAX: 7.76MIN: 0.33 / MAX: 8.061. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared

Selenium

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: Kraken - Browser: Google ChromeLinux 6.0Linux 6.1Linux 6.2-rc180160240320400SE +/- 2.67, N = 13SE +/- 0.47, N = 3SE +/- 0.65, N = 3389.1377.0372.51. chrome 108.0.5359.124

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM imageConvolute - Browser: Google ChromeLinux 6.0Linux 6.1Linux 6.2-rc148121620SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 317.6717.6417.611. chrome 108.0.5359.124

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM collisionDetection - Browser: Google ChromeLinux 6.1Linux 6.2-rc1Linux 6.050100150200250SE +/- 1.62, N = 3SE +/- 2.53, N = 3SE +/- 2.49, N = 3215.41213.02212.921. chrome 108.0.5359.124

OpenBenchmarking.orgScore, Fewer Is BetterSeleniumBenchmark: PSPDFKit WASM - Browser: Google ChromeLinux 6.1Linux 6.0Linux 6.2-rc16001200180024003000SE +/- 20.54, N = 3SE +/- 14.10, N = 3SE +/- 5.69, N = 32639261225281. chrome 108.0.5359.124

OpenFOAM

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

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Small Mesh Size - Mesh TimeLinux 6.0Linux 6.2-rc1Linux 6.161218243023.9723.8323.741. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Small Mesh Size - Execution TimeLinux 6.1Linux 6.0Linux 6.2-rc14080120160200162.22162.20160.981. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm

OpenRadioss

OpenRadioss is an open-source AGPL-licensed finite element solver for dynamic event analysis OpenRadioss is based on Altair Radioss and open-sourced in 2022. This open-source finite element solver is benchmarked with various example models available from https://www.openradioss.org/models/. This test is currently using a reference OpenRadioss binary build offered via GitHub. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2022.10.13Model: Bumper BeamLinux 6.0Linux 6.1Linux 6.2-rc120406080100SE +/- 0.21, N = 3SE +/- 0.10, N = 3SE +/- 0.08, N = 384.6183.6783.30

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2022.10.13Model: Bird Strike on WindshieldLinux 6.0Linux 6.2-rc1Linux 6.14080120160200SE +/- 0.38, N = 3SE +/- 0.20, N = 3SE +/- 0.02, N = 3158.94158.90158.64

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenRadioss 2022.10.13Model: Rubber O-Ring Seal InstallationLinux 6.0Linux 6.1Linux 6.2-rc11428425670SE +/- 0.59, N = 3SE +/- 0.11, N = 3SE +/- 0.09, N = 362.1162.1061.52

libavif avifenc

This is a test of the AOMedia libavif library testing the encoding of a JPEG image to AV1 Image Format (AVIF). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.11Encoder Speed: 0Linux 6.0Linux 6.2-rc1Linux 6.11530456075SE +/- 0.19, N = 3SE +/- 0.15, N = 3SE +/- 0.06, N = 369.5069.2569.151. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.11Encoder Speed: 2Linux 6.0Linux 6.1Linux 6.2-rc1816243240SE +/- 0.11, N = 3SE +/- 0.24, N = 3SE +/- 0.11, N = 335.0334.9534.941. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.11Encoder Speed: 6Linux 6.0Linux 6.1Linux 6.2-rc10.69711.39422.09132.78843.4855SE +/- 0.030, N = 3SE +/- 0.016, N = 3SE +/- 0.014, N = 33.0983.0593.0451. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.11Encoder Speed: 6, LosslessLinux 6.2-rc1Linux 6.0Linux 6.11.18982.37963.56944.75925.949SE +/- 0.033, N = 3SE +/- 0.021, N = 3SE +/- 0.008, N = 35.2885.2775.2391. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.11Encoder Speed: 10, LosslessLinux 6.2-rc1Linux 6.1Linux 6.00.7291.4582.1872.9163.645SE +/- 0.035, N = 3SE +/- 0.028, N = 3SE +/- 0.012, N = 33.2403.2033.1451. (CXX) g++ options: -O3 -fPIC -lm

Timed Godot Game Engine Compilation

This test times how long it takes to compile the Godot Game Engine. Godot is a popular, open-source, cross-platform 2D/3D game engine and is built using the SCons build system and targeting the X11 platform. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 3.2.3Time To CompileLinux 6.2-rc1Linux 6.0Linux 6.11224364860SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.09, N = 351.1651.1051.07

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 6.1Build: defconfigLinux 6.2-rc1Linux 6.1Linux 6.01020304050SE +/- 0.30, N = 3SE +/- 0.31, N = 3SE +/- 0.29, N = 345.2545.2445.15

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: allmodconfigLinux 6.2-rc1Linux 6.1Linux 6.0110220330440550SE +/- 0.18, N = 3SE +/- 0.10, N = 3SE +/- 0.37, N = 3504.10503.28501.46

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 18.8Time To CompileLinux 6.2-rc1Linux 6.0Linux 6.160120180240300SE +/- 0.34, N = 3SE +/- 0.28, N = 3SE +/- 0.20, N = 3253.76253.40253.17

Timed PHP Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed PHP Compilation 8.1.9Time To CompileLinux 6.1Linux 6.0Linux 6.2-rc1816243240SE +/- 0.25, N = 3SE +/- 0.20, N = 3SE +/- 0.29, N = 336.3436.1936.03

Timed CPython Compilation

This test times how long it takes to build the reference Python implementation, CPython, with optimizations and LTO enabled for a release build. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed CPython Compilation 3.10.6Build Configuration: DefaultLinux 6.0Linux 6.2-rc1Linux 6.1369121512.1812.0511.94

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed CPython Compilation 3.10.6Build Configuration: Released Build, PGO + LTO OptimizedLinux 6.1Linux 6.0Linux 6.2-rc14080120160200177.72177.68176.51

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 CompileLinux 6.0Linux 6.1Linux 6.2-rc1714212835SE +/- 0.09, N = 3SE +/- 0.08, N = 3SE +/- 0.12, N = 332.2231.9431.851. (CC) gcc options: -m64 -ldl -lgcc_s -lutil -lrt -lpthread -lm -lc -pie -nodefaultlibs

FFmpeg

This is a benchmark of the FFmpeg multimedia framework. The FFmpeg test profile is making use of a modified version of vbench from Columbia University's Architecture and Design Lab (ARCADE) [http://arcade.cs.columbia.edu/vbench/] that is a benchmark for video-as-a-service workloads. The test profile offers the options of a range of vbench scenarios based on freely distributable video content and offers the options of using the x264 or x265 video encoders for transcoding. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 5.1.2Encoder: libx265 - Scenario: LiveLinux 6.0Linux 6.2-rc1Linux 6.11020304050SE +/- 0.12, N = 3SE +/- 0.37, N = 3SE +/- 0.48, N = 342.8637.6437.391. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgSeconds, Fewer Is BetterFFmpeg 5.1.2Encoder: libx265 - Scenario: Video On DemandLinux 6.0Linux 6.2-rc1Linux 6.14080120160200SE +/- 0.27, N = 3SE +/- 0.03, N = 3SE +/- 0.30, N = 3162.13138.01137.691. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

Apache Spark

This is a benchmark of Apache Spark with its PySpark interface. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmars the Apache Spark in a single-system configuration using spark-submit. The test makes use of DIYBigData's pyspark-benchmark (https://github.com/DIYBigData/pyspark-benchmark/) for generating of test data and various Apache Spark operations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - SHA-512 Benchmark TimeLinux 6.1Linux 6.0Linux 6.2-rc10.49050.9811.47151.9622.4525SE +/- 0.01, N = 3SE +/- 0.02, N = 5SE +/- 0.01, N = 32.182.172.15

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Calculate Pi BenchmarkLinux 6.2-rc1Linux 6.0Linux 6.11326395265SE +/- 1.64, N = 3SE +/- 0.56, N = 5SE +/- 0.53, N = 356.9155.8755.11

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark Using DataframeLinux 6.0Linux 6.2-rc1Linux 6.10.83251.6652.49753.334.1625SE +/- 0.01, N = 5SE +/- 0.00, N = 3SE +/- 0.02, N = 33.703.633.63

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Group By Test TimeLinux 6.0Linux 6.2-rc1Linux 6.10.63681.27361.91042.54723.184SE +/- 0.02, N = 5SE +/- 0.04, N = 3SE +/- 0.03, N = 32.832.802.73

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Repartition Test TimeLinux 6.2-rc1Linux 6.0Linux 6.10.27450.5490.82351.0981.3725SE +/- 0.03, N = 3SE +/- 0.01, N = 5SE +/- 0.01, N = 31.221.191.18

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Inner Join Test TimeLinux 6.0Linux 6.2-rc1Linux 6.10.22730.45460.68190.90921.1365SE +/- 0.03, N = 5SE +/- 0.01, N = 3SE +/- 0.03, N = 31.011.000.94

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Broadcast Inner Join Test TimeLinux 6.1Linux 6.0Linux 6.2-rc10.20480.40960.61440.81921.024SE +/- 0.03, N = 3SE +/- 0.02, N = 5SE +/- 0.01, N = 30.910.890.86

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 1,000Linux 6.1Linux 6.2-rc1Linux 6.0816243240SE +/- 0.15, N = 3SE +/- 0.11, N = 3SE +/- 0.11, N = 334.9534.9134.371. (CC) gcc options: -O2 -lz

Darktable

Darktable is an open-source photography / workflow application this will use any system-installed Darktable program or on Windows will automatically download the pre-built binary from the project. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.0.0Test: Boat - Acceleration: CPU-onlyLinux 6.1Linux 6.0Linux 6.2-rc10.52851.0571.58552.1142.6425SE +/- 0.007, N = 3SE +/- 0.017, N = 3SE +/- 0.006, N = 32.3492.3492.341

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.0.0Test: Masskrug - Acceleration: CPU-onlyLinux 6.2-rc1Linux 6.1Linux 6.00.60011.20021.80032.40043.0005SE +/- 0.001, N = 3SE +/- 0.010, N = 3SE +/- 0.005, N = 32.6672.6672.662

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.0.0Test: Server Rack - Acceleration: CPU-onlyLinux 6.0Linux 6.2-rc1Linux 6.10.04160.08320.12480.16640.208SE +/- 0.004, N = 15SE +/- 0.000, N = 3SE +/- 0.000, N = 30.1850.1730.173

OpenBenchmarking.orgSeconds, Fewer Is BetterDarktable 4.0.0Test: Server Room - Acceleration: CPU-onlyLinux 6.0Linux 6.2-rc1Linux 6.10.52471.04941.57412.09882.6235SE +/- 0.004, N = 3SE +/- 0.002, N = 3SE +/- 0.006, N = 32.3322.3122.309

GIMP

GIMP is an open-source image manipulaton program. This test profile will use the system-provided GIMP program otherwise on Windows relys upon a pre-packaged Windows binary from upstream GIMP.org. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.32Test: resizeLinux 6.0Linux 6.2-rc1Linux 6.13691215SE +/- 0.14, N = 4SE +/- 0.07, N = 3SE +/- 0.17, N = 312.9212.6112.37

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.32Test: rotateLinux 6.0Linux 6.1Linux 6.2-rc13691215SE +/- 0.023, N = 3SE +/- 0.048, N = 3SE +/- 0.039, N = 39.5229.1258.996

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.32Test: auto-levelsLinux 6.0Linux 6.1Linux 6.2-rc13691215SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 310.6810.1710.17

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.32Test: unsharp-maskLinux 6.0Linux 6.2-rc1Linux 6.13691215SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 313.1212.6012.51

RawTherapee

RawTherapee is a cross-platform, open-source multi-threaded RAW image processing program. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRawTherapeeTotal Benchmark TimeLinux 6.0Linux 6.1Linux 6.2-rc1816243240SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 333.7332.7132.701. RawTherapee, version 5.8, command line.

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles performance with various sample files. GPU computing via NVIDIA OptiX and NVIDIA CUDA is currently supported as well as HIP for AMD Radeon GPUs and Intel oneAPI for Intel Graphics. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: BMW27 - Compute: CPU-OnlyLinux 6.1Linux 6.0Linux 6.2-rc11122334455SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 349.7549.7449.71

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: Classroom - Compute: CPU-OnlyLinux 6.0Linux 6.1Linux 6.2-rc1306090120150SE +/- 0.09, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3131.08130.70130.57

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: Fishy Cat - Compute: CPU-OnlyLinux 6.0Linux 6.2-rc1Linux 6.11428425670SE +/- 0.11, N = 3SE +/- 0.18, N = 3SE +/- 0.09, N = 364.5464.4564.29

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: Barbershop - Compute: CPU-OnlyLinux 6.0Linux 6.1Linux 6.2-rc1100200300400500SE +/- 0.92, N = 3SE +/- 0.49, N = 3SE +/- 0.14, N = 3473.01470.74470.26

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.4Blend File: Pabellon Barcelona - Compute: CPU-OnlyLinux 6.0Linux 6.2-rc1Linux 6.14080120160200SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.11, N = 3159.58159.47159.36

148 Results Shown

miniBUDE
Stress-NG:
  MMAP
  NUMA
  Futex
  MEMFD
  Mutex
  Atomic
  Crypto
  Malloc
  Forking
  IO_uring
  SENDFILE
  CPU Cache
  CPU Stress
  Semaphores
  Matrix Math
  Vector Math
  Memory Copying
  Socket Activity
  Context Switching
  Glibc C String Functions
  Glibc Qsort Data Sorting
  System V Message Passing
srsRAN:
  4G PHY_DL_Test 100 PRB MIMO 64-QAM
  4G PHY_DL_Test 100 PRB SISO 64-QAM
  4G PHY_DL_Test 100 PRB MIMO 256-QAM
  4G PHY_DL_Test 100 PRB SISO 256-QAM
  5G PHY_DL_NR Test 52 PRB SISO 64-QAM
FFmpeg:
  libx265 - Live
  libx265 - Video On Demand
OpenVINO:
  Person Detection FP16 - CPU
  Vehicle Detection FP16 - CPU
  Face Detection FP16-INT8 - CPU
  Vehicle Detection FP16-INT8 - CPU
  Machine Translation EN To DE FP16 - CPU
  Weld Porosity Detection FP16-INT8 - CPU
  Person Vehicle Bike Detection FP16 - CPU
  Age Gender Recognition Retail 0013 FP16-INT8 - CPU
DDraceNetwork:
  3840 x 2160 - Fullscreen - Vulkan - Default - RaiNyMore2
  3840 x 2160 - Fullscreen - Vulkan - Default - Multeasymap
Unvanquished:
  3840 x 2160 - High
  3840 x 2160 - Ultra
  3840 x 2160 - Medium
Xonotic:
  3840 x 2160 - Low
  3840 x 2160 - High
  3840 x 2160 - Ultra
  3840 x 2160 - Ultimate
SVT-AV1:
  Preset 8 - Bosphorus 4K
  Preset 12 - Bosphorus 4K
  Preset 13 - Bosphorus 4K
miniBUDE
TensorFlow
OpenVKL
Aircrack-ng
7-Zip Compression:
  Compression Rating
  Decompression Rating
JPEG XL libjxl:
  PNG - 90
  JPEG - 90
WebP Image Encode:
  Quality 100
  Quality 100, Highest Compression
ASTC Encoder:
  Fast
  Medium
  Thorough
  Exhaustive
LAMMPS Molecular Dynamics Simulator:
  20k Atoms
  Rhodopsin Protein
CockroachDB:
  MoVR - 128
  MoVR - 256
  KV, 10% Reads - 128
  KV, 10% Reads - 256
  KV, 50% Reads - 128
  KV, 50% Reads - 256
  KV, 60% Reads - 128
  KV, 60% Reads - 256
  KV, 95% Reads - 128
  KV, 95% Reads - 256
ClickHouse:
  100M Rows Web Analytics Dataset, First Run / Cold Cache
  100M Rows Web Analytics Dataset, Second Run
  100M Rows Web Analytics Dataset, Third Run
Stargate Digital Audio Workstation:
  44100 - 512
  192000 - 512
  44100 - 1024
  192000 - 1024
Redis:
  GET - 50
  SET - 50
srsRAN
Selenium
srsRAN:
  4G PHY_DL_Test 100 PRB MIMO 64-QAM
  4G PHY_DL_Test 100 PRB SISO 64-QAM
  4G PHY_DL_Test 100 PRB MIMO 256-QAM
  4G PHY_DL_Test 100 PRB SISO 256-QAM
  5G PHY_DL_NR Test 52 PRB SISO 64-QAM
DDraceNetwork:
  3840 x 2160 - Fullscreen - Vulkan - Default - RaiNyMore2 - Total Frame Time
  3840 x 2160 - Fullscreen - Vulkan - Default - Multeasymap - Total Frame Time
OpenVINO:
  Person Detection FP16 - CPU
  Vehicle Detection FP16 - CPU
  Face Detection FP16-INT8 - CPU
  Vehicle Detection FP16-INT8 - CPU
  Machine Translation EN To DE FP16 - CPU
  Weld Porosity Detection FP16-INT8 - CPU
  Person Vehicle Bike Detection FP16 - CPU
  Age Gender Recognition Retail 0013 FP16-INT8 - CPU
Selenium:
  Kraken - Google Chrome
  WASM imageConvolute - Google Chrome
  WASM collisionDetection - Google Chrome
  PSPDFKit WASM - Google Chrome
OpenFOAM:
  drivaerFastback, Small Mesh Size - Mesh Time
  drivaerFastback, Small Mesh Size - Execution Time
OpenRadioss:
  Bumper Beam
  Bird Strike on Windshield
  Rubber O-Ring Seal Installation
libavif avifenc:
  0
  2
  6
  6, Lossless
  10, Lossless
Timed Godot Game Engine Compilation
Timed Linux Kernel Compilation:
  defconfig
  allmodconfig
Timed Node.js Compilation
Timed PHP Compilation
Timed CPython Compilation:
  Default
  Released Build, PGO + LTO Optimized
Timed Wasmer Compilation
FFmpeg:
  libx265 - Live
  libx265 - Video On Demand
Apache Spark:
  1000000 - 100 - SHA-512 Benchmark Time
  1000000 - 100 - Calculate Pi Benchmark
  1000000 - 100 - Calculate Pi Benchmark Using Dataframe
  1000000 - 100 - Group By Test Time
  1000000 - 100 - Repartition Test Time
  1000000 - 100 - Inner Join Test Time
  1000000 - 100 - Broadcast Inner Join Test Time
SQLite Speedtest
Darktable:
  Boat - CPU-only
  Masskrug - CPU-only
  Server Rack - CPU-only
  Server Room - CPU-only
GIMP:
  resize
  rotate
  auto-levels
  unsharp-mask
RawTherapee
Blender:
  BMW27 - CPU-Only
  Classroom - CPU-Only
  Fishy Cat - CPU-Only
  Barbershop - CPU-Only
  Pabellon Barcelona - CPU-Only