Arch Linux Kernels

Benchmarks by Michael Larabel for a future article.

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HPC - High Performance Computing 5 Tests
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6.1.7-arch1-1
January 23 2023
  3 Hours, 44 Minutes
6.1.7-zen1-1-zen
January 23 2023
  3 Hours, 41 Minutes
6.1.7-hardened1-1-hardened
January 24 2023
  3 Hours, 51 Minutes
5.15.89-1-lts
January 24 2023
  4 Hours, 32 Minutes
6.0.5.14.realtime1-3-rt
January 24 2023
  3 Hours, 43 Minutes
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Arch Linux KernelsProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerOpenGLCompilerFile-SystemScreen Resolution6.1.7-arch1-16.1.7-zen1-1-zen6.1.7-hardened1-1-hardened5.15.89-1-lts6.0.5.14.realtime1-3-rtAMD Ryzen 9 7950X 16-Core @ 4.50GHz (16 Cores / 32 Threads)ASUS ROG CROSSHAIR X670E HERO (0805 BIOS)AMD Device 14d832GB2048GB SOLIDIGM SSDPFKKW020X7 + 257GB Flash DriveAMD Radeon RX 6800 XT 16GBAMD Navi 21/23ASUS MG28UIntel I225-V + Intel Wi-Fi 6 AX210/AX211/AX411EndeavourOS rolling6.1.7-arch1-1 (x86_64)KDE Plasma 5.26.5X Server 1.21.1.64.6 Mesa 22.3.3 (LLVM 15.0.7 DRM 3.49)GCC 12.2.1 20230111 + Clang 15.0.7ext41920x10806.1.7-zen1-1-zen (x86_64)6.1.7-hardened1-1-hardened (x86_64)5.15.89-1-lts (x86_64)4.6 Mesa 22.3.3 (LLVM 15.0.7 DRM 3.42)6.0.5.14.realtime1-3-rt (x86_64)4.6 Mesa 22.3.3 (LLVM 15.0.7 DRM 3.48)OpenBenchmarking.orgKernel Details- 6.1.7-arch1-1: Transparent Huge Pages: always- 6.1.7-zen1-1-zen: Transparent Huge Pages: always- 6.1.7-hardened1-1-hardened: Transparent Huge Pages: madvise- 5.15.89-1-lts: Transparent Huge Pages: madviseCompiler Details- --disable-libssp --disable-libstdcxx-pch --disable-werror --enable-__cxa_atexit --enable-bootstrap --enable-cet=auto --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-default-ssp --enable-gnu-indirect-function --enable-gnu-unique-object --enable-languages=c,c++,ada,fortran,go,lto,objc,obj-c++,d --enable-libstdcxx-backtrace --enable-link-serialization=1 --enable-lto --enable-multilib --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-build-config=bootstrap-lto --with-linker-hash-style=gnu Processor Details- Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa601203Graphics Details- GLAMOR - BAR1 / Visible vRAM Size: 16368 MB - vBIOS Version: 113-D4120500-101Python Details- Python 3.10.9Security Details- 6.1.7-arch1-1: 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 - 6.1.7-zen1-1-zen: 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 - 6.1.7-hardened1-1-hardened: 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 - 5.15.89-1-lts: 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 and seccomp + 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 - 6.0.5.14.realtime1-3-rt: 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

6.1.7-arch1-16.1.7-zen1-1-zen6.1.7-hardened1-1-hardened5.15.89-1-lts6.0.5.14.realtime1-3-rtResult OverviewPhoronix Test Suite100%115%130%145%161%XonoticUnvanquishedStress-NGGNU Octave BenchmarkGIMPyquake2SQLite SpeedtestTesseractOpenVINOSeleniumSVT-AV1Timed Linux Kernel CompilationTimed Godot Game Engine CompilationDarktableuvg266TensorFlowTimed LLVM CompilationTimed MPlayer CompilationDDraceNetwork7-Zip CompressionTimed FFmpeg CompilationNeural Magic DeepSparseBlenderminiBUDE

Arch Linux Kernelsstress-ng: NUMAstress-ng: MMAPstress-ng: MEMFDstress-ng: System V Message Passingstress-ng: Forkingstress-ng: Mallocopenvino: Vehicle Detection FP16 - CPUopenvino: Vehicle Detection FP16 - CPUstress-ng: Mutexxonotic: 1920 x 1080 - Ultimategimp: rotategimp: auto-levelsgimp: unsharp-maskoctave-benchmark: selenium: Speedometer - Firefoxopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUsqlite-speedtest: Timed Time - Size 1,000tesseract: 1920 x 1080openvino: Vehicle Detection FP16-INT8 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUselenium: Jetstream 2 - Firefoxstress-ng: SENDFILEgimp: resizestress-ng: Futexddnet: 1920 x 1080 - Fullscreen - Vulkan - Default - Multeasymapselenium: Kraken - Firefoxdarktable: Masskrug - CPU-onlysvt-av1: Preset 12 - Bosphorus 4Kselenium: PSPDFKit WASM - Firefoxsvt-av1: Preset 13 - Bosphorus 4Ksvt-av1: Preset 8 - Bosphorus 4Kselenium: WASM imageConvolute - Firefoxdarktable: Server Room - CPU-onlycompress-7zip: Compression Ratinguvg266: Bosphorus 4K - Ultra Fastbuild-linux-kernel: defconfiguvg266: Bosphorus 4K - Super Fasttensorflow: CPU - 16 - ResNet-50build-godot: Time To Compilesvt-av1: Preset 4 - Bosphorus 4Kuvg266: Bosphorus 4K - Very Fastdarktable: Boat - CPU-onlystress-ng: IO_uringbuild-llvm: Ninjadeepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Asynchronous Multi-Streamdeepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Asynchronous Multi-Streambuild-mplayer: Time To Compiledeepsparse: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Asynchronous Multi-Streamdeepsparse: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Asynchronous Multi-Streamtensorflow: CPU - 32 - ResNet-50build-ffmpeg: Time To Compiledeepsparse: CV Detection, YOLOv5s COCO - Asynchronous Multi-Streamdarktable: Server Rack - CPU-onlydeepsparse: CV Detection, YOLOv5s COCO - Asynchronous Multi-Streamopenvino: Face Detection FP16-INT8 - CPUopenvino: Face Detection FP16-INT8 - CPUuvg266: Bosphorus 4K - Mediumdeepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Streamdeepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Streamselenium: WASM collisionDetection - Firefoxdeepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Streamblender: Barbershop - CPU-Onlyddnet: 1920 x 1080 - Fullscreen - OpenGL 3.3 - Default - RaiNyMore2deepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Streamddnet: 1920 x 1080 - Fullscreen - Vulkan - Default - RaiNyMore2stress-ng: Glibc Qsort Data Sortingopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUdeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Streamdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Streamstress-ng: Atomicstress-ng: Cryptostress-ng: Memory Copyingdeepsparse: NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Streamdeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Streamblender: BMW27 - CPU-Onlydeepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Streamstress-ng: CPU Stressstress-ng: Matrix Mathcompress-7zip: Decompression Ratingstress-ng: Glibc C String Functionsopenvino: Weld Porosity Detection FP16-INT8 - CPUminibude: OpenMP - BM1openvino: Weld Porosity Detection FP16-INT8 - CPUminibude: OpenMP - BM1stress-ng: Vector Mathstress-ng: Semaphoresstress-ng: CPU Cacheyquake2: OpenGL 3.x - On - On - 1920 x 1080unvanquished: 1920 x 1080 - Ultra6.1.7-arch1-16.1.7-zen1-1-zen6.1.7-hardened1-1-hardened5.15.89-1-lts6.0.5.14.realtime1-3-rt785.88407.792221.5627546281.6152713.8138072685.82795.5810.0412097176.21563.89898277.7359.05211.2183.6732811643.004.8633.870973.78361875.524.26201.165548109.4511.2204445561.911507.17492.42.483207.2492207211.51672.19717.92.20019090260.6750.36251.7942.3549.4055.61747.622.26434399.81252.754102.362678.127715.225444.119717.999943.9321.522115.43540.16169.2343283.9128.1317.39199.644640.0288244.2184.256743.4057464.944910.03299.280226.71914861.04384.9026049.3159.66134.010.6112.652212.5596214020.8047547.577718.8995.735983.5529629.915549.07634.420959197.63131537.381843982274831.955.5456.7362888.681418.407144964.913468096.84185.292091.2463.2776.40425.861630.5528100564.4553372.5139894283.17780.9510.2312345529.96599.30079917.7649.29211.5113.6882761689.004.7333.952973.63371863.244.29197.219584525.3211.4314644321.741611.19488.82.502209.8412228214.56471.22918.02.22119053160.5950.80751.7342.1949.9155.62047.342.32531308.61255.069100.348179.694415.326441.798718.091343.8821.688114.71910.16269.6777283.1328.2017.27199.217940.0991241.7185.563243.0917467.084891.85299.211026.72514860.42382.7126031.0958.90135.710.6112.623812.5532214740.9246860.367771.7595.536083.7260631.002049.12634.381558675.63130364.491843312278175.815.5456.6162886.021415.399144966.023291676.96183.932191.2462.3804.04306.671586.0015168900.9542503.9618483969.65795.3110.057112241.15562.154669912.16513.77116.7215.4602501653.154.8347.394978.74721841.224.34184.757573189.6714.7363966450.671511.62529.73.011198.2202348206.80270.02318.02.54316588158.2657.53450.7442.4955.6885.44546.582.52634239.42277.83799.297980.532216.601441.720018.097744.1123.075115.98700.1668.8910283.1228.2217.08201.701039.6356246.9183.487543.5873471.914924.68296.715726.94424872.72380.0425763.2158.60136.390.6212.620512.5694214272.3147006.857668.0695.709483.5757631.245949.68633.783459216.41130527.191829362288023.685.5356.7422887.641418.552145112.043396951.87186.111914.9399.6246.47501.381460.2313140420.4355478.1842863650.64389.7820.4312845717.62373.10239839.69710.86713.3474.6521921166.446.8436.500717.84271364.665.83148.406548273.6712.6263700678.411421.67606.92.717173.7852543182.82561.92120.72.32616832452.9450.77245.8237.6351.8574.99342.512.34034371.08253.51193.176485.756015.867408.809219.539740.6721.923108.33180.15673.7266299.7526.6816.63207.346938.5542249.6179.911844.4348470.694815.94292.926627.29064773.40387.7025715.1059.32134.640.6212.449112.3778216086.5446987.987674.5394.529984.5983637.770949.61640.946259061.11130619.501837372273538.405.5256.7652894.601419.113145204.633453178.48167.551601.3369.198.8480.40427.588024084.2823051.4130696533.94775.8710.3011921463.80419.82926349.60111.31715.5244.7412841647.854.8535.456996.08501855.834.30199.637442574.2412.6874819566.441263.69491.42.795203.9182115210.97269.36118.12.41018284456.3953.01149.3241.6952.6545.51345.652.42734831.08261.527100.365979.684615.739438.493718.229643.8422.070115.97120.16768.8752283.9328.1317.01203.435839.2834244.3183.465643.5926479.354881.24296.762126.94634838.30381.6226196.0659.04135.370.6112.623812.5606217258.5546858.707744.8695.291283.9424631.040049.61634.163159150.00130490.931833712289685.595.5256.5772895.581414.433145022.041533888.38187.282321.2581.0OpenBenchmarking.org

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: NUMA5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen2004006008001000SE +/- 3.20, N = 15SE +/- 0.35, N = 3SE +/- 0.32, N = 3SE +/- 1.04, N = 3SE +/- 1.69, N = 3246.4798.84785.88804.04776.401. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lkmod -lmd -lrt -lxxhash -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: MMAP5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen110220330440550SE +/- 0.39, N = 3SE +/- 0.34, N = 3SE +/- 0.23, N = 3SE +/- 0.19, N = 3SE +/- 6.69, N = 14501.3880.40407.79306.67425.861. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lkmod -lmd -lrt -lxxhash -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: MEMFD5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen5001000150020002500SE +/- 1.00, N = 3SE +/- 0.29, N = 3SE +/- 0.44, N = 3SE +/- 0.43, N = 3SE +/- 1.98, N = 31460.23427.582221.561586.001630.551. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lkmod -lmd -lrt -lxxhash -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: System V Message Passing5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen6M12M18M24M30MSE +/- 46317.96, N = 3SE +/- 11015.63, N = 3SE +/- 17548.66, N = 3SE +/- 31377.41, N = 3SE +/- 7184.14, N = 313140420.438024084.2827546281.6115168900.9528100564.451. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lkmod -lmd -lrt -lxxhash -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Forking5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen12K24K36K48K60KSE +/- 684.13, N = 4SE +/- 40.28, N = 3SE +/- 205.39, N = 3SE +/- 127.13, N = 3SE +/- 174.14, N = 355478.1823051.4152713.8142503.9653372.511. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lkmod -lmd -lrt -lxxhash -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Malloc5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen9M18M27M36M45MSE +/- 495800.55, N = 3SE +/- 54240.16, N = 3SE +/- 185370.70, N = 3SE +/- 139546.62, N = 3SE +/- 199431.80, N = 342863650.6430696533.9438072685.8218483969.6539894283.171. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lkmod -lmd -lrt -lxxhash -lz -pthread

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: Vehicle Detection FP16 - Device: CPU5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen2004006008001000SE +/- 0.89, N = 3SE +/- 1.74, N = 3SE +/- 0.82, N = 3SE +/- 1.61, N = 3SE +/- 3.73, N = 3389.78775.87795.58795.31780.951. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16 - Device: CPU5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen510152025SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 320.4310.3010.0410.0510.23MIN: 5.47 / MAX: 35.69MIN: 6.55 / MAX: 20.69MIN: 3.66 / MAX: 20.43MIN: 3.81 / MAX: 18.16MIN: 4.91 / MAX: 22.041. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

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: Mutex5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen3M6M9M12M15MSE +/- 32569.81, N = 3SE +/- 38080.32, N = 3SE +/- 10423.43, N = 3SE +/- 9491.75, N = 3SE +/- 47366.97, N = 312845717.6211921463.8012097176.217112241.1512345529.961. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lkmod -lmd -lrt -lxxhash -lz -pthread

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: 1920 x 1080 - Effects Quality: Ultimate5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen130260390520650SE +/- 2.06, N = 3SE +/- 1.19, N = 3SE +/- 3.09, N = 3SE +/- 2.98, N = 3SE +/- 2.39, N = 3373.10419.83563.90562.15599.30MIN: 84 / MAX: 797MIN: 45 / MAX: 1173MIN: 94 / MAX: 1190MIN: 99 / MAX: 1189MIN: 113 / MAX: 1256

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: rotate5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen3691215SE +/- 0.027, N = 3SE +/- 0.004, N = 3SE +/- 0.011, N = 3SE +/- 0.049, N = 3SE +/- 0.025, N = 39.6979.6017.73512.1657.764

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.32Test: auto-levels5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen48121620SE +/- 0.009, N = 3SE +/- 0.005, N = 3SE +/- 0.015, N = 3SE +/- 0.021, N = 3SE +/- 0.007, N = 310.86711.3179.05213.7719.292

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.32Test: unsharp-mask5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen48121620SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 313.3515.5211.2216.7211.51

GNU Octave Benchmark

This test profile measures how long it takes to complete several reference GNU Octave files via octave-benchmark. GNU Octave is used for numerical computations and is an open-source alternative to MATLAB. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGNU Octave Benchmark 7.3.05.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen1.22852.4573.68554.9146.1425SE +/- 0.025, N = 5SE +/- 0.032, N = 5SE +/- 0.031, N = 5SE +/- 0.029, N = 5SE +/- 0.020, N = 54.6524.7413.6735.4603.688

Selenium

This test profile uses the Selenium WebDriver for running various browser benchmarks in different available web browsers such as Mozilla Firefox and Google Chrome. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRuns Per Minute, More Is BetterSeleniumBenchmark: Speedometer - Browser: Firefox5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen60120180240300SE +/- 0.58, N = 3SE +/- 0.67, N = 3SE +/- 2.08, N = 3SE +/- 1.76, N = 3SE +/- 0.58, N = 31922842812502761. firefox 109.0

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 Vehicle Bike Detection FP16 - Device: CPU5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen400800120016002000SE +/- 4.51, N = 3SE +/- 17.23, N = 3SE +/- 22.46, N = 3SE +/- 14.29, N = 3SE +/- 13.73, N = 31166.441647.851643.001653.151689.001. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Person Vehicle Bike Detection FP16 - Device: CPU5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen246810SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 36.844.854.864.834.73MIN: 3.36 / MAX: 16MIN: 3.74 / MAX: 10.97MIN: 3.72 / MAX: 10.29MIN: 3.22 / MAX: 10.91MIN: 3.68 / MAX: 11.941. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

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 1,0005.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen1122334455SE +/- 0.12, N = 3SE +/- 0.18, N = 3SE +/- 0.11, N = 3SE +/- 0.21, N = 3SE +/- 0.09, N = 336.5035.4633.8747.3933.951. (CC) gcc options: -O2 -lz

Tesseract

Tesseract is a fork of Cube 2 Sauerbraten with numerous graphics and game-play improvements. Tesseract has been in development since 2012 while its first release happened in May of 2014. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterTesseract 2014-05-12Resolution: 1920 x 10805.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen2004006008001000SE +/- 7.73, N = 15SE +/- 2.02, N = 3SE +/- 8.30, N = 8SE +/- 13.71, N = 3SE +/- 9.02, N = 7717.84996.09973.78978.75973.63

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: Vehicle Detection FP16-INT8 - Device: CPU5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen400800120016002000SE +/- 13.97, N = 15SE +/- 2.87, N = 3SE +/- 4.81, N = 3SE +/- 4.35, N = 3SE +/- 6.23, N = 31364.661855.831875.521841.221863.241. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Vehicle Detection FP16-INT8 - Device: CPU5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen1.31182.62363.93545.24726.559SE +/- 0.06, N = 15SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 35.834.304.264.344.29MIN: 2.69 / MAX: 18.68MIN: 2.67 / MAX: 10.33MIN: 2.75 / MAX: 12.01MIN: 2.84 / MAX: 10.64MIN: 2.63 / MAX: 10.261. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

Selenium

This test profile uses the Selenium WebDriver for running various browser benchmarks in different available web browsers such as Mozilla Firefox and Google Chrome. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterSeleniumBenchmark: Jetstream 2 - Browser: Firefox5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen4080120160200SE +/- 0.61, N = 3SE +/- 0.74, N = 3SE +/- 0.32, N = 3SE +/- 0.49, N = 3SE +/- 2.14, N = 3148.41199.64201.17184.76197.221. firefox 109.0

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: SENDFILE5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen130K260K390K520K650KSE +/- 5544.14, N = 6SE +/- 823.21, N = 3SE +/- 1196.90, N = 3SE +/- 587.35, N = 3SE +/- 5514.19, N = 7548273.67442574.24548109.45573189.67584525.321. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lkmod -lmd -lrt -lxxhash -lz -pthread

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: resize5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen48121620SE +/- 0.12, N = 3SE +/- 0.07, N = 3SE +/- 0.11, N = 3SE +/- 0.01, N = 3SE +/- 0.10, N = 312.6312.6911.2214.7411.43

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: Futex5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen1000K2000K3000K4000K5000KSE +/- 37418.58, N = 15SE +/- 27792.65, N = 3SE +/- 29635.02, N = 3SE +/- 48998.53, N = 4SE +/- 50913.28, N = 33700678.414819566.444445561.913966450.674644321.741. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lkmod -lmd -lrt -lxxhash -lz -pthread

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: 1920 x 1080 - Mode: Fullscreen - Renderer: Vulkan - Zoom: Default - Demo: Multeasymap5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen30060090012001500SE +/- 16.54, N = 4SE +/- 6.39, N = 3SE +/- 5.82, N = 3SE +/- 14.58, N = 15SE +/- 16.11, N = 51421.671263.691507.171511.621611.191. (CXX) g++ options: -O3 -lrt -ldl -lvulkan -lnotify -lgdk_pixbuf-2.0 -lgio-2.0 -lgobject-2.0 -lglib-2.0 -fuse-ld=gold

Selenium

This test profile uses the Selenium WebDriver for running various browser benchmarks in different available web browsers such as Mozilla Firefox and Google Chrome. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: Kraken - Browser: Firefox5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen130260390520650SE +/- 4.20, N = 3SE +/- 0.90, N = 3SE +/- 2.50, N = 3SE +/- 2.49, N = 3SE +/- 1.90, N = 3606.9491.4492.4529.7488.81. firefox 109.0

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 4.2.0Test: Masskrug - Acceleration: CPU-only5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen0.67751.3552.03252.713.3875SE +/- 0.003, N = 3SE +/- 0.006, N = 3SE +/- 0.017, N = 3SE +/- 0.015, N = 3SE +/- 0.006, N = 32.7172.7952.4833.0112.502

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 12 - Input: Bosphorus 4K5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen50100150200250SE +/- 1.92, N = 3SE +/- 1.53, N = 3SE +/- 0.58, N = 3SE +/- 1.05, N = 3SE +/- 0.53, N = 3173.79203.92207.25198.22209.84

Selenium

This test profile uses the Selenium WebDriver for running various browser benchmarks in different available web browsers such as Mozilla Firefox and Google Chrome. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, Fewer Is BetterSeleniumBenchmark: PSPDFKit WASM - Browser: Firefox5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen5001000150020002500SE +/- 11.50, N = 3SE +/- 5.46, N = 3SE +/- 22.88, N = 3SE +/- 12.50, N = 3SE +/- 8.51, N = 3254321152207234822281. firefox 109.0

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 13 - Input: Bosphorus 4K5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen50100150200250SE +/- 2.16, N = 3SE +/- 0.77, N = 3SE +/- 0.40, N = 3SE +/- 0.70, N = 3SE +/- 2.15, N = 3182.83210.97211.52206.80214.56

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.4Encoder Mode: Preset 8 - Input: Bosphorus 4K5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen1632486480SE +/- 0.36, N = 3SE +/- 0.08, N = 3SE +/- 0.70, N = 3SE +/- 0.74, N = 3SE +/- 0.58, N = 361.9269.3672.2070.0271.23

Selenium

This test profile uses the Selenium WebDriver for running various browser benchmarks in different available web browsers such as Mozilla Firefox and Google Chrome. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM imageConvolute - Browser: Firefox5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen510152025SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 320.718.117.918.018.01. firefox 109.0

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 4.2.0Test: Server Room - Acceleration: CPU-only5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen0.57221.14441.71662.28882.861SE +/- 0.005, N = 3SE +/- 0.001, N = 3SE +/- 0.010, N = 3SE +/- 0.009, N = 3SE +/- 0.012, N = 32.3262.4102.2002.5432.221

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 Rating5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen40K80K120K160K200KSE +/- 114.72, N = 3SE +/- 142.43, N = 3SE +/- 144.31, N = 3SE +/- 557.98, N = 3SE +/- 94.07, N = 31683241828441909021658811905311. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

uvg266

uvg266 is an open-source VVC/H.266 (Versatile Video Coding) encoder based on Kvazaar as part of the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Ultra Fast5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen1428425670SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.15, N = 3SE +/- 0.02, N = 352.9456.3960.6758.2660.59

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: defconfig5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen1326395265SE +/- 0.56, N = 4SE +/- 0.67, N = 3SE +/- 0.63, N = 3SE +/- 0.76, N = 3SE +/- 0.63, N = 350.7753.0150.3657.5350.81

uvg266

uvg266 is an open-source VVC/H.266 (Versatile Video Coding) encoder based on Kvazaar as part of the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Super Fast5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen1224364860SE +/- 0.12, N = 3SE +/- 0.12, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.03, N = 345.8249.3251.7950.7451.73

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-505.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen1020304050SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 337.6341.6942.3542.4942.19

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 Compile5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen1326395265SE +/- 0.11, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.09, N = 3SE +/- 0.17, N = 351.8652.6549.4155.6949.92

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 4 - Input: Bosphorus 4K5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen1.26452.5293.79355.0586.3225SE +/- 0.009, N = 3SE +/- 0.009, N = 3SE +/- 0.011, N = 3SE +/- 0.013, N = 3SE +/- 0.005, N = 34.9935.5135.6175.4455.620

uvg266

uvg266 is an open-source VVC/H.266 (Versatile Video Coding) encoder based on Kvazaar as part of the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Very Fast5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen1122334455SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.09, N = 342.5145.6547.6246.5847.34

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 4.2.0Test: Boat - Acceleration: CPU-only5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen0.56841.13681.70522.27362.842SE +/- 0.002, N = 3SE +/- 0.010, N = 3SE +/- 0.004, N = 3SE +/- 0.005, N = 3SE +/- 0.014, N = 32.3402.4272.2642.5262.325

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: IO_uring5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen7K14K21K28K35KSE +/- 447.95, N = 15SE +/- 438.08, N = 14SE +/- 17.80, N = 3SE +/- 12.67, N = 3SE +/- 76.33, N = 334371.0834831.0834399.8134239.4231308.611. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lkmod -lmd -lrt -lxxhash -lz -pthread

Timed LLVM Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 13.0Build System: Ninja5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen60120180240300SE +/- 0.15, N = 3SE +/- 3.13, N = 3SE +/- 0.17, N = 3SE +/- 0.13, N = 3SE +/- 0.25, N = 3253.51261.53252.75277.84255.07

Neural Magic DeepSparse

This is a benchmark of Neural Magic's DeepSparse using its built-in deepsparse.benchmark utility and various models from their SparseZoo (https://sparsezoo.neuralmagic.com/). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen20406080100SE +/- 0.07, N = 3SE +/- 0.33, N = 3SE +/- 0.29, N = 3SE +/- 1.11, N = 3SE +/- 0.87, N = 393.18100.37102.3699.30100.35

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen20406080100SE +/- 0.05, N = 3SE +/- 0.26, N = 3SE +/- 0.22, N = 3SE +/- 0.91, N = 3SE +/- 0.68, N = 385.7679.6878.1380.5379.69

Timed MPlayer Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MPlayer Compilation 1.5Time To Compile5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen48121620SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 315.8715.7415.2316.6015.33

Neural Magic DeepSparse

This is a benchmark of Neural Magic's DeepSparse using its built-in deepsparse.benchmark utility and various models from their SparseZoo (https://sparsezoo.neuralmagic.com/). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Asynchronous Multi-Stream5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen100200300400500SE +/- 0.32, N = 3SE +/- 1.36, N = 3SE +/- 0.38, N = 3SE +/- 0.87, N = 3SE +/- 1.06, N = 3408.81438.49444.12441.72441.80

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Asynchronous Multi-Stream5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen510152025SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 319.5418.2318.0018.1018.09

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: 32 - Model: ResNet-505.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen1020304050SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 340.6743.8443.9344.1143.88

Timed FFmpeg Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed FFmpeg Compilation 4.4Time To Compile5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen612182430SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.13, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 321.9222.0721.5223.0821.69

Neural Magic DeepSparse

This is a benchmark of Neural Magic's DeepSparse using its built-in deepsparse.benchmark utility and various models from their SparseZoo (https://sparsezoo.neuralmagic.com/). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen306090120150SE +/- 0.20, N = 3SE +/- 0.27, N = 3SE +/- 0.37, N = 3SE +/- 0.32, N = 3SE +/- 0.69, N = 3108.33115.97115.44115.99114.72

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 4.2.0Test: Server Rack - Acceleration: CPU-only5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen0.03760.07520.11280.15040.188SE +/- 0.000, N = 3SE +/- 0.001, N = 15SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 30.1560.1670.1610.1600.162

Neural Magic DeepSparse

This is a benchmark of Neural Magic's DeepSparse using its built-in deepsparse.benchmark utility and various models from their SparseZoo (https://sparsezoo.neuralmagic.com/). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.3.2Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen1632486480SE +/- 0.13, N = 3SE +/- 0.16, N = 3SE +/- 0.20, N = 3SE +/- 0.18, N = 3SE +/- 0.42, N = 373.7368.8869.2368.8969.68

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: Face Detection FP16-INT8 - Device: CPU5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen70140210280350SE +/- 0.14, N = 3SE +/- 0.21, N = 3SE +/- 0.16, N = 3SE +/- 0.58, N = 3SE +/- 0.84, N = 3299.75283.93283.91283.12283.13MIN: 278.17 / MAX: 332.75MIN: 274.3 / MAX: 310.57MIN: 269.66 / MAX: 311MIN: 267.4 / MAX: 303.06MIN: 235.07 / MAX: 321.61. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Face Detection FP16-INT8 - Device: CPU5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen714212835SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 326.6828.1328.1328.2228.201. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

uvg266

uvg266 is an open-source VVC/H.266 (Versatile Video Coding) encoder based on Kvazaar as part of the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Medium5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen48121620SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 316.6317.0117.3917.0817.27

Neural Magic DeepSparse

This is a benchmark of Neural Magic's DeepSparse using its built-in deepsparse.benchmark utility and various models from their SparseZoo (https://sparsezoo.neuralmagic.com/). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.3.2Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen50100150200250SE +/- 0.81, N = 3SE +/- 1.25, N = 3SE +/- 0.93, N = 3SE +/- 0.97, N = 3SE +/- 0.35, N = 3207.35203.44199.64201.70199.22

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen918273645SE +/- 0.16, N = 3SE +/- 0.25, N = 3SE +/- 0.16, N = 3SE +/- 0.18, N = 3SE +/- 0.09, N = 338.5539.2840.0339.6440.10

Selenium

This test profile uses the Selenium WebDriver for running various browser benchmarks in different available web browsers such as Mozilla Firefox and Google Chrome. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterSeleniumBenchmark: WASM collisionDetection - Browser: Firefox5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen50100150200250SE +/- 1.67, N = 3SE +/- 1.39, N = 3SE +/- 2.08, N = 3SE +/- 0.65, N = 3SE +/- 1.58, N = 3249.6244.3244.2246.9241.71. firefox 109.0

Neural Magic DeepSparse

This is a benchmark of Neural Magic's DeepSparse using its built-in deepsparse.benchmark utility and various models from their SparseZoo (https://sparsezoo.neuralmagic.com/). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen4080120160200SE +/- 0.77, N = 3SE +/- 0.48, N = 3SE +/- 0.45, N = 3SE +/- 0.19, N = 3SE +/- 0.48, N = 3179.91183.47184.26183.49185.56

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen1020304050SE +/- 0.19, N = 3SE +/- 0.11, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 0.11, N = 344.4343.5943.4143.5943.09

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: Barbershop - Compute: CPU-Only5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen100200300400500SE +/- 0.14, N = 3SE +/- 0.19, N = 3SE +/- 0.78, N = 3SE +/- 0.74, N = 3SE +/- 2.02, N = 3470.69479.35464.94471.91467.08

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: 1920 x 1080 - Mode: Fullscreen - Renderer: OpenGL 3.3 - Zoom: Default - Demo: RaiNyMore25.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen11002200330044005500SE +/- 25.75, N = 3SE +/- 16.93, N = 3SE +/- 20.89, N = 3SE +/- 28.09, N = 3SE +/- 12.30, N = 34815.944881.244910.034924.684891.851. (CXX) g++ options: -O3 -lrt -ldl -lvulkan -lnotify -lgdk_pixbuf-2.0 -lgio-2.0 -lgobject-2.0 -lglib-2.0 -fuse-ld=gold

Neural Magic DeepSparse

This is a benchmark of Neural Magic's DeepSparse using its built-in deepsparse.benchmark utility and various models from their SparseZoo (https://sparsezoo.neuralmagic.com/). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen70140210280350SE +/- 0.19, N = 3SE +/- 0.27, N = 3SE +/- 0.19, N = 3SE +/- 0.29, N = 3SE +/- 0.14, N = 3292.93296.76299.28296.72299.21

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.3.2Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen612182430SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 327.2926.9526.7226.9426.73

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: 1920 x 1080 - Mode: Fullscreen - Renderer: Vulkan - Zoom: Default - Demo: RaiNyMore25.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen10002000300040005000SE +/- 8.60, N = 3SE +/- 5.18, N = 3SE +/- 1.89, N = 3SE +/- 7.64, N = 3SE +/- 6.50, N = 34773.404838.304861.044872.724860.421. (CXX) g++ options: -O3 -lrt -ldl -lvulkan -lnotify -lgdk_pixbuf-2.0 -lgio-2.0 -lgobject-2.0 -lglib-2.0 -fuse-ld=gold

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: Glibc Qsort Data Sorting5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen80160240320400SE +/- 3.22, N = 3SE +/- 1.89, N = 3SE +/- 1.71, N = 3SE +/- 3.49, N = 3SE +/- 4.63, N = 3387.70381.62384.90380.04382.711. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lkmod -lmd -lrt -lxxhash -lz -pthread

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: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen6K12K18K24K30KSE +/- 213.35, N = 3SE +/- 17.22, N = 3SE +/- 19.26, N = 3SE +/- 9.04, N = 3SE +/- 11.91, N = 325715.1026196.0626049.3125763.2126031.091. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Machine Translation EN To DE FP16 - Device: CPU5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen1326395265SE +/- 0.21, N = 3SE +/- 0.04, N = 3SE +/- 0.67, N = 4SE +/- 0.38, N = 3SE +/- 0.49, N = 359.3259.0459.6658.6058.90MIN: 31.01 / MAX: 70.61MIN: 29.94 / MAX: 77.07MIN: 30.41 / MAX: 70.12MIN: 31.74 / MAX: 67.18MIN: 50.98 / MAX: 70.171. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.3Model: Machine Translation EN To DE FP16 - Device: CPU5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen306090120150SE +/- 0.49, N = 3SE +/- 0.08, N = 3SE +/- 1.50, N = 4SE +/- 0.89, N = 3SE +/- 1.14, N = 3134.64135.37134.01136.39135.711. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.3Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen0.13950.2790.41850.5580.6975SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.620.610.610.620.61MIN: 0.34 / MAX: 5.06MIN: 0.32 / MAX: 3.84MIN: 0.34 / MAX: 2.54MIN: 0.33 / MAX: 3.78MIN: 0.34 / MAX: 2.831. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

Neural Magic DeepSparse

This is a benchmark of Neural Magic's DeepSparse using its built-in deepsparse.benchmark utility and various models from their SparseZoo (https://sparsezoo.neuralmagic.com/). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen3691215SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 312.4512.6212.6512.6212.62

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen3691215SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 312.3812.5612.5612.5712.55

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: Atomic5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen50K100K150K200K250KSE +/- 2686.92, N = 4SE +/- 2704.21, N = 4SE +/- 340.81, N = 3SE +/- 300.24, N = 3SE +/- 192.69, N = 3216086.54217258.55214020.80214272.31214740.921. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lkmod -lmd -lrt -lxxhash -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Crypto5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen10K20K30K40K50KSE +/- 23.83, N = 3SE +/- 47.73, N = 3SE +/- 658.64, N = 3SE +/- 55.20, N = 3SE +/- 34.27, N = 346987.9846858.7047547.5747006.8546860.361. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lkmod -lmd -lrt -lxxhash -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Memory Copying5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen17003400510068008500SE +/- 7.12, N = 3SE +/- 1.76, N = 3SE +/- 13.17, N = 3SE +/- 6.09, N = 3SE +/- 26.92, N = 37674.537744.867718.897668.067771.751. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lkmod -lmd -lrt -lxxhash -lz -pthread

Neural Magic DeepSparse

This is a benchmark of Neural Magic's DeepSparse using its built-in deepsparse.benchmark utility and various models from their SparseZoo (https://sparsezoo.neuralmagic.com/). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Stream5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen20406080100SE +/- 0.08, N = 3SE +/- 0.40, N = 3SE +/- 0.36, N = 3SE +/- 0.37, N = 3SE +/- 0.25, N = 394.5395.2995.7495.7195.54

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Stream5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen20406080100SE +/- 0.08, N = 3SE +/- 0.36, N = 3SE +/- 0.32, N = 3SE +/- 0.33, N = 3SE +/- 0.22, N = 384.6083.9483.5583.5883.73

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen140280420560700SE +/- 0.76, N = 3SE +/- 1.03, N = 3SE +/- 1.30, N = 3SE +/- 0.62, N = 3SE +/- 1.42, N = 3637.77631.04629.92631.25631.00

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-Only5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen1122334455SE +/- 0.08, N = 3SE +/- 0.10, N = 3SE +/- 0.08, N = 3SE +/- 0.10, N = 3SE +/- 0.14, N = 349.6149.6149.0749.6849.12

Neural Magic DeepSparse

This is a benchmark of Neural Magic's DeepSparse using its built-in deepsparse.benchmark utility and various models from their SparseZoo (https://sparsezoo.neuralmagic.com/). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.3.2Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen140280420560700SE +/- 0.35, N = 3SE +/- 0.74, N = 3SE +/- 0.52, N = 3SE +/- 0.44, N = 3SE +/- 0.52, N = 3640.95634.16634.42633.78634.38

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: CPU Stress5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen13K26K39K52K65KSE +/- 620.04, N = 5SE +/- 526.23, N = 3SE +/- 484.41, N = 15SE +/- 307.43, N = 3SE +/- 296.78, N = 359061.1159150.0059197.6359216.4158675.631. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lkmod -lmd -lrt -lxxhash -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Matrix Math5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen30K60K90K120K150KSE +/- 105.16, N = 3SE +/- 91.82, N = 3SE +/- 1320.33, N = 6SE +/- 208.09, N = 3SE +/- 87.49, N = 3130619.50130490.93131537.38130527.19130364.491. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lkmod -lmd -lrt -lxxhash -lz -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: Decompression Rating5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen40K80K120K160K200KSE +/- 346.15, N = 3SE +/- 339.88, N = 3SE +/- 470.90, N = 3SE +/- 718.69, N = 3SE +/- 86.39, N = 31837371833711843981829361843311. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

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: Glibc C String Functions5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen500K1000K1500K2000K2500KSE +/- 3211.48, N = 3SE +/- 17316.06, N = 3SE +/- 22966.43, N = 3SE +/- 1145.85, N = 3SE +/- 17802.28, N = 32273538.402289685.592274831.952288023.682278175.811. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lkmod -lmd -lrt -lxxhash -lz -pthread

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: Weld Porosity Detection FP16-INT8 - Device: CPU5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen1.24652.4933.73954.9866.2325SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 35.525.525.545.535.54MIN: 3.31 / MAX: 11.97MIN: 3.14 / MAX: 10.61MIN: 3.02 / MAX: 12.09MIN: 3.23 / MAX: 11.46MIN: 2.93 / MAX: 11.521. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

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: BM15.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen1326395265SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 356.7756.5856.7456.7456.621. (CC) gcc options: -std=c99 -Ofast -ffast-math -fopenmp -march=native -lm

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: Weld Porosity Detection FP16-INT8 - Device: CPU5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen6001200180024003000SE +/- 0.46, N = 3SE +/- 1.08, N = 3SE +/- 1.40, N = 3SE +/- 3.89, N = 3SE +/- 2.52, N = 32894.602895.582888.682887.642886.021. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -pie -ldl

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: BM15.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen30060090012001500SE +/- 1.50, N = 3SE +/- 1.41, N = 3SE +/- 1.41, N = 3SE +/- 1.37, N = 3SE +/- 1.53, N = 31419.111414.431418.411418.551415.401. (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: Vector Math5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen30K60K90K120K150KSE +/- 38.01, N = 3SE +/- 66.11, N = 3SE +/- 28.55, N = 3SE +/- 1.65, N = 3SE +/- 27.67, N = 3145204.63145022.04144964.91145112.04144966.021. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lkmod -lmd -lrt -lxxhash -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: Semaphores5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen700K1400K2100K2800K3500KSE +/- 42045.87, N = 4SE +/- 42155.38, N = 14SE +/- 417.33, N = 3SE +/- 1870.40, N = 3SE +/- 1075.15, N = 33453178.481533888.383468096.843396951.873291676.961. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lkmod -lmd -lrt -lxxhash -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14.06Test: CPU Cache5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen4080120160200SE +/- 2.31, N = 13SE +/- 1.90, N = 15SE +/- 2.31, N = 15SE +/- 1.81, N = 15SE +/- 4.24, N = 12167.55187.28185.29186.11183.931. (CC) gcc options: -O2 -std=gnu99 -lm -fuse-ld=gold -laio -lapparmor -latomic -lbsd -lc -lcrypt -ldl -lEGL -lgbm -lGLESv2 -ljpeg -lkmod -lmd -lrt -lxxhash -lz -pthread

yquake2

This is a test of Yamagi Quake II. Yamagi Quake II is an enhanced client for id Software's Quake II with focus on offline and coop gameplay. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betteryquake2 8.10Renderer: OpenGL 3.x - AF: On - MSAA: On - Resolution: 1920 x 10805.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen5001000150020002500SE +/- 23.06, N = 15SE +/- 24.85, N = 3SE +/- 51.45, N = 15SE +/- 70.34, N = 12SE +/- 65.67, N = 121601.32321.22091.21914.92191.21. (CC) gcc options: -shared -lm -ldl -rdynamic -lSDL2 -O2 -pipe -fomit-frame-pointer -std=gnu99 -fno-strict-aliasing -fwrapv -fvisibility=hidden -MMD -mfpmath=sse -fPIC

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: 1920 x 1080 - Effects Quality: Ultra5.15.89-1-lts6.0.5.14.realtime1-3-rt6.1.7-arch1-16.1.7-hardened1-1-hardened6.1.7-zen1-1-zen130260390520650SE +/- 6.75, N = 12SE +/- 1.85, N = 3SE +/- 13.31, N = 15SE +/- 9.80, N = 15SE +/- 7.57, N = 13369.1581.0463.2399.6462.3

96 Results Shown

Stress-NG:
  NUMA
  MMAP
  MEMFD
  System V Message Passing
  Forking
  Malloc
OpenVINO:
  Vehicle Detection FP16 - CPU:
    FPS
    ms
Stress-NG
Xonotic
GIMP:
  rotate
  auto-levels
  unsharp-mask
GNU Octave Benchmark
Selenium
OpenVINO:
  Person Vehicle Bike Detection FP16 - CPU:
    FPS
    ms
SQLite Speedtest
Tesseract
OpenVINO:
  Vehicle Detection FP16-INT8 - CPU:
    FPS
    ms
Selenium
Stress-NG
GIMP
Stress-NG
DDraceNetwork
Selenium
Darktable
SVT-AV1
Selenium
SVT-AV1:
  Preset 13 - Bosphorus 4K
  Preset 8 - Bosphorus 4K
Selenium
Darktable
7-Zip Compression
uvg266
Timed Linux Kernel Compilation
uvg266
TensorFlow
Timed Godot Game Engine Compilation
SVT-AV1
uvg266
Darktable
Stress-NG
Timed LLVM Compilation
Neural Magic DeepSparse:
  NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Asynchronous Multi-Stream:
    items/sec
    ms/batch
Timed MPlayer Compilation
Neural Magic DeepSparse:
  NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Asynchronous Multi-Stream:
    items/sec
    ms/batch
TensorFlow
Timed FFmpeg Compilation
Neural Magic DeepSparse
Darktable
Neural Magic DeepSparse
OpenVINO:
  Face Detection FP16-INT8 - CPU:
    ms
    FPS
uvg266
Neural Magic DeepSparse:
  CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Stream:
    ms/batch
    items/sec
Selenium
Neural Magic DeepSparse:
  NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Stream:
    items/sec
    ms/batch
Blender
DDraceNetwork
Neural Magic DeepSparse:
  CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Stream:
    items/sec
    ms/batch
DDraceNetwork
Stress-NG
OpenVINO:
  Age Gender Recognition Retail 0013 FP16-INT8 - CPU
  Machine Translation EN To DE FP16 - CPU
  Machine Translation EN To DE FP16 - CPU
  Age Gender Recognition Retail 0013 FP16-INT8 - CPU
Neural Magic DeepSparse:
  NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Stream
  NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Stream
Stress-NG:
  Atomic
  Crypto
  Memory Copying
Neural Magic DeepSparse:
  NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Stream:
    items/sec
    ms/batch
  NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Stream:
    ms/batch
Blender
Neural Magic DeepSparse
Stress-NG:
  CPU Stress
  Matrix Math
7-Zip Compression
Stress-NG
OpenVINO
miniBUDE
OpenVINO
miniBUDE
Stress-NG:
  Vector Math
  Semaphores
  CPU Cache
yquake2
Unvanquished