12600k sept

Intel Core i5-12600K testing with a ASUS PRIME Z690-P WIFI D4 (0605 BIOS) and ASUS Intel ADL-S GT1 15GB on Ubuntu 22.04 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2209087-PTS-12600KSE38&sor&grs.

12600k septProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionABCIntel Core i5-12600K @ 6.30GHz (10 Cores / 16 Threads)ASUS PRIME Z690-P WIFI D4 (0605 BIOS)Intel Device 7aa716GB1000GB Western Digital WDS100T1X0E-00AFY0ASUS Intel ADL-S GT1 15GB (1450MHz)Realtek ALC897ASUS MG28URealtek RTL8125 2.5GbE + Intel Device 7af0Ubuntu 22.045.19.0-051900rc6daily20220716-generic (x86_64)GNOME Shell 42.1X Server 1.21.1.3 + Wayland4.6 Mesa 22.0.1OpenCL 3.01.2.204GCC 11.2.0ext43840x2160OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-gBFGDP/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-gBFGDP/gcc-11-11.2.0/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-build-config=bootstrap-lto-lean --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 Disk Details- NONE / errors=remount-ro,relatime,rw / Block Size: 4096Processor Details- Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0x1f - Thermald 2.4.9 Java Details- A: OpenJDK Runtime Environment (build 11.0.15+10-Ubuntu-0ubuntu0.22.04.1)- B: OpenJDK Runtime Environment (build 11.0.15+10-Ubuntu-0ubuntu0.22.04.1)- C: OpenJDK Runtime Environment (build 11.0.16+8-post-Ubuntu-0ubuntu122.04)Python Details- Python 3.10.4Security 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 Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected

12600k septopenvino: Weld Porosity Detection FP16 - CPUredis: LPOP - 500redis: LPOP - 50openvino: Weld Porosity Detection FP16 - CPUredis: GET - 50redis: LPUSH - 500redis: SET - 500memtier-benchmark: Redis - 500 - 1:5spark: 1000000 - 1000 - Broadcast Inner Join Test Timememtier-benchmark: Redis - 100 - 5:1memtier-benchmark: Redis - 500 - 1:1ncnn: CPU - FastestDetmnn: squeezenetv1.1memtier-benchmark: Redis - 50 - 1:5memtier-benchmark: Redis - 50 - 1:1redis: SET - 50redis: SADD - 1000redis: GET - 1000spark: 1000000 - 500 - Inner Join Test Timespark: 1000000 - 100 - SHA-512 Benchmark Timencnn: CPU - mobilenetsrsran: OFDM_Testredis: SADD - 50mnn: resnet-v2-50spark: 40000000 - 100 - Broadcast Inner Join Test Timespark: 1000000 - 500 - Broadcast Inner Join Test Timememtier-benchmark: Redis - 50 - 5:1ncnn: CPU - vision_transformerspark: 10000000 - 2000 - Inner Join Test Timeredis: SET - 1000spark: 1000000 - 2000 - Inner Join Test Timespark: 1000000 - 100 - Repartition Test Timespark: 10000000 - 2000 - Broadcast Inner Join Test Timespark: 10000000 - 2000 - Calculate Pi Benchmark Using Dataframespark: 1000000 - 1000 - Repartition Test Timespark: 10000000 - 2000 - Calculate Pi Benchmarkspark: 1000000 - 1000 - Inner Join Test Timememtier-benchmark: Redis - 500 - 5:1memtier-benchmark: Redis - 100 - 1:1spark: 40000000 - 1000 - Broadcast Inner Join Test Timespark: 20000000 - 100 - Broadcast Inner Join Test Timespark: 10000000 - 2000 - Repartition Test Timespark: 20000000 - 500 - Broadcast Inner Join Test Timencnn: CPU-v2-v2 - mobilenet-v2spark: 1000000 - 2000 - Broadcast Inner Join Test Timespark: 10000000 - 1000 - Calculate Pi Benchmark Using Dataframespark: 40000000 - 2000 - Broadcast Inner Join Test Timespark: 10000000 - 1000 - Inner Join Test Timespark: 10000000 - 100 - Group By Test Timeredis: LPUSH - 50spark: 20000000 - 500 - Group By Test Timespark: 10000000 - 500 - Inner Join Test Timerocksdb: Read While Writingspark: 1000000 - 100 - Broadcast Inner Join Test Timespark: 40000000 - 100 - Repartition Test Timespark: 10000000 - 2000 - SHA-512 Benchmark Timespark: 20000000 - 100 - Group By Test Timegraphics-magick: HWB Color Spacesvt-av1: Preset 12 - Bosphorus 4Kspark: 10000000 - 1000 - Calculate Pi Benchmarkmemtier-benchmark: Redis - 100 - 1:5memtier-benchmark: Redis - 500 - 1:10spark: 1000000 - 500 - SHA-512 Benchmark Timencnn: CPU - yolov4-tinyspark: 10000000 - 2000 - Group By Test Timeredis: SADD - 500spark: 20000000 - 2000 - Broadcast Inner Join Test Timencnn: CPU - googlenetncnn: CPU-v3-v3 - mobilenet-v3graphics-magick: Rotatespark: 1000000 - 100 - Group By Test Timespark: 20000000 - 2000 - Inner Join Test Timesvt-av1: Preset 12 - Bosphorus 1080predis: LPOP - 1000spark: 40000000 - 100 - Inner Join Test Timesvt-av1: Preset 10 - Bosphorus 4Kblosc: blosclz bitshufflespark: 10000000 - 500 - Group By Test Timespark: 20000000 - 1000 - Group By Test Timeredis: LPUSH - 1000mnn: SqueezeNetV1.0spark: 10000000 - 500 - Repartition Test Timespark: 10000000 - 500 - Broadcast Inner Join Test Timememtier-benchmark: Redis - 50 - 1:10mnn: MobileNetV2_224compress-7zip: Decompression Ratingspark: 1000000 - 1000 - SHA-512 Benchmark Timespark: 20000000 - 500 - Inner Join Test Timelammps: Rhodopsin Proteinnatron: Spaceshipspark: 40000000 - 1000 - Repartition Test Timespark: 20000000 - 1000 - Broadcast Inner Join Test Timerocksdb: Seq Fillncnn: CPU - shufflenet-v2spark: 20000000 - 100 - Inner Join Test Timerocksdb: Rand Fillspark: 10000000 - 1000 - SHA-512 Benchmark Timespark: 40000000 - 2000 - Calculate Pi Benchmark Using Dataframerocksdb: Update Randspark: 10000000 - 100 - Repartition Test Timespark: 40000000 - 1000 - Group By Test Timencnn: CPU - squeezenet_ssdaircrack-ng: spark: 1000000 - 100 - Inner Join Test Timespark: 10000000 - 500 - SHA-512 Benchmark Timespark: 20000000 - 2000 - Group By Test Timeblosc: blosclz shufflespark: 1000000 - 100 - Calculate Pi Benchmark Using Dataframecompress-7zip: Compression Ratingspark: 40000000 - 500 - Broadcast Inner Join Test Timesvt-av1: Preset 10 - Bosphorus 1080pspark: 20000000 - 500 - SHA-512 Benchmark Timespark: 1000000 - 2000 - Calculate Pi Benchmark Using Dataframespark: 20000000 - 2000 - Calculate Pi Benchmarkspark: 40000000 - 500 - SHA-512 Benchmark Timespark: 1000000 - 2000 - Calculate Pi Benchmarkopenvino: Weld Porosity Detection FP16-INT8 - CPUspark: 20000000 - 500 - Calculate Pi Benchmark Using Dataframespark: 1000000 - 1000 - Group By Test Timerocksdb: Rand Readnode-web-tooling: openvino: Weld Porosity Detection FP16-INT8 - CPUunvanquished: 1920 x 1080 - Mediummnn: inception-v3spark: 40000000 - 500 - Inner Join Test Timespark: 1000000 - 500 - Repartition Test Timespark: 10000000 - 100 - Inner Join Test Timespark: 20000000 - 2000 - Repartition Test Timespark: 1000000 - 500 - Group By Test Timespark: 20000000 - 500 - Repartition Test Timespark: 10000000 - 1000 - Broadcast Inner Join Test Timespark: 10000000 - 100 - Calculate Pi Benchmarkncnn: CPU - resnet18dragonflydb: 200 - 5:1graphics-magick: Resizingmemtier-benchmark: Redis - 100 - 1:10spark: 40000000 - 500 - Repartition Test Timedragonflydb: 50 - 1:5graphics-magick: Swirlncnn: CPU - resnet50ncnn: CPU - mnasnetmnn: mobilenetV3svt-av1: Preset 8 - Bosphorus 1080pspark: 1000000 - 2000 - Repartition Test Timedragonflydb: 50 - 5:1srsran: 4G PHY_DL_Test 100 PRB MIMO 64-QAMspark: 40000000 - 100 - Calculate Pi Benchmarkopenvino: Vehicle Detection FP16 - CPUspark: 10000000 - 100 - Broadcast Inner Join Test Timeopenvino: Vehicle Detection FP16 - CPUspark: 10000000 - 1000 - Repartition Test Timesrsran: 4G PHY_DL_Test 100 PRB SISO 64-QAMgraphics-magick: Sharpenspark: 1000000 - 1000 - Calculate Pi Benchmarkspark: 40000000 - 1000 - Calculate Pi Benchmark Using Dataframespark: 1000000 - 2000 - SHA-512 Benchmark Timespark: 1000000 - 500 - Calculate Pi Benchmarksrsran: 4G PHY_DL_Test 100 PRB SISO 256-QAMspark: 10000000 - 500 - Calculate Pi Benchmarksrsran: 5G PHY_DL_NR Test 52 PRB SISO 64-QAMspark: 40000000 - 500 - Group By Test Timespark: 20000000 - 100 - Calculate Pi Benchmarkunvanquished: 1920 x 1080 - Highspark: 10000000 - 1000 - Group By Test Timespark: 40000000 - 2000 - Calculate Pi Benchmarkopenvino: Age Gender Recognition Retail 0013 FP16 - CPUmnn: mobilenet-v1-1.0spark: 20000000 - 100 - Repartition Test Timespark: 40000000 - 1000 - SHA-512 Benchmark Timencnn: Vulkan GPU - alexnetncnn: Vulkan GPU - resnet50spark: 40000000 - 2000 - Inner Join Test Timespark: 20000000 - 1000 - Inner Join Test Timesrsran: 4G PHY_DL_Test 100 PRB SISO 64-QAMspark: 40000000 - 2000 - Repartition Test Timesvt-av1: Preset 8 - Bosphorus 4Kgraphics-magick: Noise-Gaussianmnn: nasnetspark: 20000000 - 1000 - Repartition Test Timeopenvino: Age Gender Recognition Retail 0013 FP16 - CPUspark: 20000000 - 1000 - Calculate Pi Benchmark Using Dataframespark: 20000000 - 100 - Calculate Pi Benchmark Using Dataframespark: 20000000 - 2000 - SHA-512 Benchmark Timeunvanquished: 1920 x 1200 - Highncnn: Vulkan GPU - efficientnet-b0spark: 40000000 - 1000 - Calculate Pi Benchmarkdragonflydb: 200 - 1:5build-erlang: Time To Compileetcd: PUT - 100 - 100graphics-magick: Enhancedspark: 1000000 - 100 - Calculate Pi Benchmarkspark: 40000000 - 500 - Calculate Pi Benchmark Using Dataframespark: 10000000 - 500 - Calculate Pi Benchmark Using Dataframencnn: Vulkan GPU - yolov4-tinybuild-python: Defaultncnn: CPU - alexnetncnn: Vulkan GPU - FastestDetsvt-av1: Preset 4 - Bosphorus 4Kspark: 20000000 - 500 - Calculate Pi Benchmarkunvanquished: 1920 x 1200 - Mediumspark: 40000000 - 500 - Calculate Pi Benchmarklammps: 20k Atomsopenvino: Person Vehicle Bike Detection FP16 - CPUspark: 20000000 - 2000 - Calculate Pi Benchmark Using Dataframeredis: GET - 500spark: 1000000 - 1000 - Calculate Pi Benchmark Using Dataframeopenvino: Person Detection FP32 - CPUspark: 1000000 - 500 - Calculate Pi Benchmark Using Dataframespark: 10000000 - 100 - SHA-512 Benchmark Timencnn: CPU - efficientnet-b0unvanquished: 2560 x 1440 - Mediumspark: 40000000 - 2000 - SHA-512 Benchmark Timedragonflydb: 200 - 1:1ncnn: Vulkan GPU - vgg16openvino: Person Vehicle Bike Detection FP16 - CPUspark: 40000000 - 100 - SHA-512 Benchmark Timesrsran: 5G PHY_DL_NR Test 52 PRB SISO 64-QAMbuild-python: Released Build, PGO + LTO Optimizedncnn: Vulkan GPU-v3-v3 - mobilenet-v3srsran: 4G PHY_DL_Test 100 PRB MIMO 256-QAMunvanquished: 2560 x 1440 - Highspark: 40000000 - 100 - Group By Test Timeopenvino: Machine Translation EN To DE FP16 - CPUbuild-wasmer: Time To Compilencnn: Vulkan GPU - shufflenet-v2openvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Machine Translation EN To DE FP16 - CPUncnn: CPU - vgg16ncnn: Vulkan GPU - mobilenetspark: 40000000 - 100 - Calculate Pi Benchmark Using Dataframespark: 20000000 - 1000 - Calculate Pi Benchmarkprimesieve: 1e12brl-cad: VGR Performance Metricspark: 20000000 - 1000 - SHA-512 Benchmark Timeprimesieve: 1e13etcd: PUT - 100 - 1000ncnn: Vulkan GPU - squeezenet_ssdsrsran: 4G PHY_DL_Test 100 PRB MIMO 64-QAMopenvino: Face Detection FP16 - CPUunpack-linux: linux-5.19.tar.xzetcd: PUT - 50 - 1000blender: Pabellon Barcelona - CPU-Onlyopenvino: Vehicle Detection FP16-INT8 - CPUsrsran: 4G PHY_DL_Test 100 PRB MIMO 256-QAMopenvino: Vehicle Detection FP16-INT8 - CPUspark: 40000000 - 2000 - Group By Test Timeblender: BMW27 - CPU-Onlyblender: Fishy Cat - CPU-Onlydragonflydb: 50 - 1:1etcd: RANGE - 500 - 100ai-benchmark: Device Inference Scorespark: 10000000 - 100 - Calculate Pi Benchmark Using Dataframeetcd: RANGE - 100 - 1000etcd: RANGE - 50 - 1000ncnn: Vulkan GPU - resnet18unvanquished: 3840 x 2160 - Ultrancnn: Vulkan GPU - blazefacencnn: Vulkan GPU - mnasnetsvt-av1: Preset 4 - Bosphorus 1080pbuild-nodejs: Time To Compilebuild-php: Time To Compilencnn: CPU - regnety_400mncnn: Vulkan GPU-v2-v2 - mobilenet-v2ncnn: Vulkan GPU - regnety_400mopenvino: Person Detection FP32 - CPUncnn: Vulkan GPU - vision_transformeretcd: PUT - 500 - 100etcd: PUT - 50 - 100rocksdb: Rand Fill Syncetcd: PUT - 500 - 1000etcd: RANGE - 50 - 100spark: 20000000 - 100 - SHA-512 Benchmark Timeunvanquished: 2560 x 1440 - Ultraunvanquished: 3840 x 2160 - Mediumai-benchmark: Device Training Scorencnn: Vulkan GPU - googlenetopenvino: Person Detection FP16 - CPUetcd: RANGE - 500 - 1000openvino: Face Detection FP16-INT8 - CPUsrsran: 4G PHY_DL_Test 100 PRB SISO 256-QAMunvanquished: 1920 x 1200 - Ultraunvanquished: 1920 x 1080 - Ultraspark: 40000000 - 1000 - Inner Join Test Timerocksdb: Read Rand Write Randetcd: RANGE - 100 - 100ai-benchmark: Device AI Scoreastcenc: Mediumastcenc: Fastblender: Barbershop - CPU-Onlyastcenc: Exhaustiveastcenc: Thoroughopenvino: Face Detection FP16-INT8 - CPUblender: Classroom - CPU-Onlyopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUopenvino: Person Detection FP16 - CPUopenvino: Face Detection FP16 - CPUncnn: CPU - blazefacespark: 1000000 - 2000 - Group By Test Timeetcd: RANGE - 500 - 1000 - Average Latencyetcd: RANGE - 100 - 1000 - Average Latencyetcd: RANGE - 500 - 100 - Average Latencyetcd: RANGE - 50 - 1000 - Average Latencyetcd: RANGE - 100 - 100 - Average Latencyetcd: RANGE - 50 - 100 - Average Latencyetcd: PUT - 500 - 1000 - Average Latencyetcd: PUT - 100 - 1000 - Average Latencyetcd: PUT - 500 - 100 - Average Latencyetcd: PUT - 50 - 1000 - Average Latencyetcd: PUT - 100 - 100 - Average Latencyetcd: PUT - 50 - 100 - Average Latencyunvanquished: 3840 x 2160 - HighABC14.345223662.54457927278.745352183.529291683388742.52687075.031.852410478.312550575.114.073.0582828630.762835321.533555745.75329777838813871.442.6911.161686000003638545.7520.0533.091.392540352.24204.969.9935021992.341.759.107.001.98123.8538765341.8030543032416811.032582100.7535.69813303818.5461022738.4216.8772894873.462.026.9336.459.486.062822836.259.079.2821211371.1630.1712.459.911190121.731124.5302018792763821.752688499.752.8919.866.583875137.2516.899.222.7911712.9418.50441.122848729.2534.2085.5198941.56.519.442844518.255.0957.978.862773955.342.394613553.0717.5018698695.8253.629.40291967117.24227986911753303.1419.615724636101144411.9507034797.065774448.5921.4213.433031.8981.4112.239.4316672.56.987596634.88705537260.87621.987.00123.36830661742.385326391122.34877237813.166.913.467911722218.57754.73267.826.69535.3881412881.8710.2215.5701020783.2715.078.85123.7584467377.513881918.8811482773074.5230.2314361344524509.1556714.3731.206119.5452.344159557.48523.5123.600912032205.2110.08368103219.488.19541.2166123.9576587036.883.41123.618450656594.7122.8551030018822.05123.347395163223.96.399788449123.9747952241.842.45416.07830428141.970932909377.29940.2335.06037583717.73191.529.37832839143.5313169.29615.1322164915175.166.977.0121.966948837204.4257.97123.9807836434208682.7787.699112169.9051270123.1740317536.966.97622.7515.5065.7779.42.03123.315452123243.7123.3388615425.196361.686.9442438386.931.746.9712.435.44163.741.863994130.341906.4511.0541.359232589189.4199.391139.49581.7137.224.744527851127.8151.86179.0413292.8331.2837.96482.967.00124.20162718320.21520601921.882513891236.721162474.2042365.931511730.065.688168856.1994377.048.64172.6462.3421.118961148107.38154.914219269.32112561.311410326.99163123.8521168558.4019364.0739.432.23157.26.359527.0152.9548.61150.34188.612257.155945.17112654.9098117936.320814631126034.683118377.246722.98707393373.879.51672405.892257.35125740.586810.07209.8105.711434.682080793111362.119270460.8457160.13351242.710.74837.943395.54303.340.741.742.281.023.787.76.10.95.90.90.87.76.10.95.90.90.866.451.7628345182755629.25192.883822955.752947470.752669989.753347517.251.5425126332602826.184.032.6572696467.922555526.923119402.253465545.754364222.51.402.8412.311830000003997500.2520.336.211.442336486.4204.7510.573273479.52.361.889.717.362.11131.9222864421.922536364.422511082.4135.8219.688.9317.883.661.917.3034.619.926.302851816.259.498.8721187661.1130.8812.9910.031239127.041129.2339667592649407.052785214.152.95206.853854227.7516.9590856029.162.912102.8417.82446.137284096034.58765790886.52892586.299.132941056.254.9288.249.092865261.932.408612103.0717.365.6953.630.0717.0511634063.0619.21173498399528612.087.015724468.4021.0013.633109.8361.4412.039.3716992.77.127747734.21260.78221.606.98125.67024445941.61124.0313.387.023.527777272318.89742.81267.126.69535.601.9010.2015.333.2815.308.72124.0935799037.413825141.5611652773551.2330.634489630.3557314.43.041.2120.542.314136083.87527.8123.903099348206.7910.15701265519.338.09537.6168123.006.9624934283.38123.541641397590.7124.1329109678821.80123.781975598222.66.37125.0055966161.862.42816.0041.69381.28940.9934.7017.63191.229.6743.7123199.28715.275129.866.916.9522.088964217205.6260.09123.9440532484208868.6988.056111324.9806272124.0690144046.916.92627.2115.4895.7679.212.016123.659609155245.2123.4360681435.207359.576.9242237626.951.757.0112.505.4416341.903972323.461903.6211.1141.57189.3199.787139.27578.8136.724.87127.3651.60279.4113347.4631.3737.99483.877.01124.63559976320.2920579621.83999095235.757163025.2241366.55151.61734.995.699168241.7701377.78.61172.9463.721.05107.6154.744209125.68112831.388610296.98163552.1304168112.888436539.432.29157.36.359526.9953.0098.61150.56189.022252.285943.47112419.0915118167.75514659126006.7027118320.29622.9873.779.61673405.862255.03125808.657710.06209.6105.7114.134.702081251111448.4558270260.8658160.02891241.970.74827.9426395.59303.250.741.742.281.023.787.76.10.95.90.90.87.76.10.95.90.90.866.451.7126175742659905193.224344096.52168859.753312414.52738214.131.502106869.822966884.564.673.0512468655.322476859.8132436523752102.54293396.51.573.0111.641855000003943910.2521.96934.751.322415948.89221.239.7932463552.191.769.136.902.02124.491.852382868.012427170.3133.7019.178.5016.873.491.996.9135.539.426.3627180019.168.9122151411.1331.5112.449.611242125.217123.8325563112679655.732670507.062.8319.26.62401226917.589.532.8312172.9518.23457.5132747067.535.4688.5589257.16.399.4129183975.0498.078.802806199.112.47595062.9817.875.8623.529.23641555816.7711951823.0919.7198727412.236.905855848.4620.9513.3133749.5471.4211.989.2417013.47.007738034.24265.93621.566.87124.0141.62124.5313.396.903.487908534118.57741.97263.326.26635.031.8910.0615.343.2315.188.80125.607.43864893.2411632813689.5630.674460778.2957514.573.021.216118.9672.344107472.56521.2125.164549301204.2310.2119.578.15534.7167124.4763369816.963.37125.001646515587.8124.298721.94124.76221.46.33125.331.852.44416.1741.53377.61950.1434.7617.81189.629.4643.9633179.37515.1792087595136.996.936.9921.90203.9259.64124.9616039344176068.3488.369111437.66272123.946.946.92623.9515.3975.7378.852.02124.10244.7124.095.227360.516.904248164.56.971.746.9912.465.41162.842.093982880.381896.0611.0841.35188.4200.43138.77578.7136.524.86127.1751.76379.4313357.9431.4338.14481.766.98124.73175708620.20620516721.93236.408163135.4487365.07151.41736.865.71168534.309378.418.61173.2463.8721.07107.26155.234206479.32112498.874310297.00163558.7114168376.887364.2939.332.21156.926.344528.23452.8858.63150.22188.962255.25956.11112565.754118067.394614636125808.3795118167.125423.0273.779.61674405.422256.98125868.580610.06209.7105.811434.672079557111365.0268270360.8886160.05891242.780.74867.9396395.44303.350.741.742.281.023.787.76.10.95.90.90.87.76.10.95.90.90.866.4OpenBenchmarking.org

OpenVINO

Model: Weld Porosity Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Weld Porosity Detection FP16 - Device: CPUACB122436486014.3451.7151.76MIN: 12.92 / MAX: 25.33MIN: 51.25 / MAX: 52.3MIN: 51.27 / MAX: 52.271. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

Redis

Test: LPOP - Parallel Connections: 500

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: LPOP - Parallel Connections: 500ABC1.1M2.2M3.3M4.4M5.5M5223662.52834518.02617574.01. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Redis

Test: LPOP - Parallel Connections: 50

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: LPOP - Parallel Connections: 50ABC1000K2000K3000K4000K5000K4457927.002755629.252659905.001. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenVINO

Model: Weld Porosity Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Weld Porosity Detection FP16 - Device: CPUACB60120180240300278.74193.22192.881. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

Redis

Test: GET - Parallel Connections: 50

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: GET - Parallel Connections: 50ACB1.1M2.2M3.3M4.4M5.5M5352183.504344096.503822955.751. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Redis

Test: LPUSH - Parallel Connections: 500

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: LPUSH - Parallel Connections: 500BAC600K1200K1800K2400K3000K2947470.752929168.002168859.751. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Redis

Test: SET - Parallel Connections: 500

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SET - Parallel Connections: 500ACB700K1400K2100K2800K3500K3388742.503312414.502669989.751. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

memtier_benchmark

Protocol: Redis - Clients: 500 - Set To Get Ratio: 1:5

OpenBenchmarking.orgOps/sec, More Is Bettermemtier_benchmark 1.4Protocol: Redis - Clients: 500 - Set To Get Ratio: 1:5BCA700K1400K2100K2800K3500K3347517.252738214.132687075.031. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Apache Spark

Row Count: 1000000 - Partitions: 1000 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Broadcast Inner Join Test TimeCBA0.41630.83261.24891.66522.08151.501.541.85

memtier_benchmark

Protocol: Redis - Clients: 100 - Set To Get Ratio: 5:1

OpenBenchmarking.orgOps/sec, More Is Bettermemtier_benchmark 1.4Protocol: Redis - Clients: 100 - Set To Get Ratio: 5:1BAC500K1000K1500K2000K2500K2512633.002410478.312106869.821. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

memtier_benchmark

Protocol: Redis - Clients: 500 - Set To Get Ratio: 1:1

OpenBenchmarking.orgOps/sec, More Is Bettermemtier_benchmark 1.4Protocol: Redis - Clients: 500 - Set To Get Ratio: 1:1CBA600K1200K1800K2400K3000K2966884.562602826.182550575.111. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

NCNN

Target: CPU - Model: FastestDet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: FastestDetBAC1.05082.10163.15244.20325.2544.034.074.67MIN: 4 / MAX: 4.13MIN: 4.04 / MAX: 4.31MIN: 4.63 / MAX: 4.761. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Mobile Neural Network

Model: squeezenetv1.1

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: squeezenetv1.1BCA0.68811.37622.06432.75243.44052.6573.0513.058MIN: 2.64 / MAX: 6.83MIN: 3.03 / MAX: 4.35MIN: 3.04 / MAX: 3.851. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

memtier_benchmark

Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:5

OpenBenchmarking.orgOps/sec, More Is Bettermemtier_benchmark 1.4Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:5ABC600K1200K1800K2400K3000K2828630.762696467.922468655.321. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

memtier_benchmark

Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:1

OpenBenchmarking.orgOps/sec, More Is Bettermemtier_benchmark 1.4Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:1ABC600K1200K1800K2400K3000K2835321.532555526.922476859.811. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Redis

Test: SET - Parallel Connections: 50

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SET - Parallel Connections: 50ACB800K1600K2400K3200K4000K3555745.753243652.003119402.251. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Redis

Test: SADD - Parallel Connections: 1000

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SADD - Parallel Connections: 1000CBA800K1600K2400K3200K4000K3752102.503465545.753297778.001. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Redis

Test: GET - Parallel Connections: 1000

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: GET - Parallel Connections: 1000BCA900K1800K2700K3600K4500K4364222.54293396.53881387.01. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Apache Spark

Row Count: 1000000 - Partitions: 500 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Inner Join Test TimeBAC0.35330.70661.05991.41321.76651.401.441.57

Apache Spark

Row Count: 1000000 - Partitions: 100 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - SHA-512 Benchmark TimeABC0.67731.35462.03192.70923.38652.692.843.01

NCNN

Target: CPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: mobilenetACB369121511.1611.6412.31MIN: 11.07 / MAX: 11.31MIN: 11.49 / MAX: 18.31MIN: 12.19 / MAX: 17.291. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

srsRAN

Test: OFDM_Test

OpenBenchmarking.orgSamples / Second, More Is BettersrsRAN 22.04.1Test: OFDM_TestCBA40M80M120M160M200M1855000001830000001686000001. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -ldl -lpthread -lm

Redis

Test: SADD - Parallel Connections: 50

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SADD - Parallel Connections: 50BCA900K1800K2700K3600K4500K3997500.253943910.253638545.751. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Mobile Neural Network

Model: resnet-v2-50

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: resnet-v2-50ABC51015202520.0520.3021.97MIN: 19.99 / MAX: 21.33MIN: 20.23 / MAX: 26.54MIN: 21.9 / MAX: 27.981. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Apache Spark

Row Count: 40000000 - Partitions: 100 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Broadcast Inner Join Test TimeACB81624324033.0934.7536.21

Apache Spark

Row Count: 1000000 - Partitions: 500 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Broadcast Inner Join Test TimeCAB0.3240.6480.9721.2961.621.321.391.44

memtier_benchmark

Protocol: Redis - Clients: 50 - Set To Get Ratio: 5:1

OpenBenchmarking.orgOps/sec, More Is Bettermemtier_benchmark 1.4Protocol: Redis - Clients: 50 - Set To Get Ratio: 5:1ACB500K1000K1500K2000K2500K2540352.242415948.892336486.401. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

NCNN

Target: CPU - Model: vision_transformer

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: vision_transformerBAC50100150200250204.75204.96221.23MIN: 204.28 / MAX: 211.49MIN: 204.39 / MAX: 232.99MIN: 220.87 / MAX: 226.291. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Apache Spark

Row Count: 10000000 - Partitions: 2000 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Inner Join Test TimeCAB36912159.799.9910.57

Redis

Test: SET - Parallel Connections: 1000

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SET - Parallel Connections: 1000ABC800K1600K2400K3200K4000K3502199.03273479.53246355.01. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Apache Spark

Row Count: 1000000 - Partitions: 2000 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Inner Join Test TimeCAB0.5311.0621.5932.1242.6552.192.342.36

Apache Spark

Row Count: 1000000 - Partitions: 100 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Repartition Test TimeACB0.4230.8461.2691.6922.1151.751.761.88

Apache Spark

Row Count: 10000000 - Partitions: 2000 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Broadcast Inner Join Test TimeACB36912159.109.139.71

Apache Spark

Row Count: 10000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Calculate Pi Benchmark Using DataframeCAB2468106.907.007.36

Apache Spark

Row Count: 1000000 - Partitions: 1000 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Repartition Test TimeACB0.47480.94961.42441.89922.3741.982.022.11

Apache Spark

Row Count: 10000000 - Partitions: 2000 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Calculate Pi BenchmarkACB306090120150123.85124.49131.92

Apache Spark

Row Count: 1000000 - Partitions: 1000 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Inner Join Test TimeACB0.4320.8641.2961.7282.161.8030543031.8500000001.920000000

memtier_benchmark

Protocol: Redis - Clients: 500 - Set To Get Ratio: 5:1

OpenBenchmarking.orgOps/sec, More Is Bettermemtier_benchmark 1.4Protocol: Redis - Clients: 500 - Set To Get Ratio: 5:1BAC500K1000K1500K2000K2500K2536364.422416811.032382868.011. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

memtier_benchmark

Protocol: Redis - Clients: 100 - Set To Get Ratio: 1:1

OpenBenchmarking.orgOps/sec, More Is Bettermemtier_benchmark 1.4Protocol: Redis - Clients: 100 - Set To Get Ratio: 1:1ABC600K1200K1800K2400K3000K2582100.752511082.412427170.311. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Apache Spark

Row Count: 40000000 - Partitions: 1000 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Broadcast Inner Join Test TimeCAB81624324033.7035.7035.82

Apache Spark

Row Count: 20000000 - Partitions: 100 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Broadcast Inner Join Test TimeACB51015202518.5519.1719.68

Apache Spark

Row Count: 10000000 - Partitions: 2000 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Repartition Test TimeACB2468108.428.508.93

Apache Spark

Row Count: 20000000 - Partitions: 500 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Broadcast Inner Join Test TimeCAB4812162016.8716.8817.88

NCNN

Target: CPU-v2-v2 - Model: mobilenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU-v2-v2 - Model: mobilenet-v2ACB0.82351.6472.47053.2944.11753.463.493.66MIN: 3.4 / MAX: 4.32MIN: 3.43 / MAX: 4.35MIN: 3.61 / MAX: 4.881. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Apache Spark

Row Count: 1000000 - Partitions: 2000 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Broadcast Inner Join Test TimeBCA0.45450.9091.36351.8182.27251.911.992.02

Apache Spark

Row Count: 10000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Calculate Pi Benchmark Using DataframeCAB2468106.916.937.30

Apache Spark

Row Count: 40000000 - Partitions: 2000 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Broadcast Inner Join Test TimeBCA81624324034.6135.5336.45

Apache Spark

Row Count: 10000000 - Partitions: 1000 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Inner Join Test TimeCAB36912159.429.489.92

Apache Spark

Row Count: 10000000 - Partitions: 100 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Group By Test TimeABC2468106.066.306.36

Redis

Test: LPUSH - Parallel Connections: 50

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: LPUSH - Parallel Connections: 50BAC600K1200K1800K2400K3000K2851816.252822836.252718001.001. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Apache Spark

Row Count: 20000000 - Partitions: 500 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Group By Test TimeACB36912159.079.169.49

Apache Spark

Row Count: 10000000 - Partitions: 500 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Inner Join Test TimeBCA36912158.878.919.28

Facebook RocksDB

Test: Read While Writing

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 7.5.3Test: Read While WritingCAB500K1000K1500K2000K2500K2215141212113721187661. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

Apache Spark

Row Count: 1000000 - Partitions: 100 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Broadcast Inner Join Test TimeBCA0.2610.5220.7831.0441.3051.111.131.16

Apache Spark

Row Count: 40000000 - Partitions: 100 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Repartition Test TimeABC71421283530.1730.8831.51

Apache Spark

Row Count: 10000000 - Partitions: 2000 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - SHA-512 Benchmark TimeCAB369121512.4412.4512.99

Apache Spark

Row Count: 20000000 - Partitions: 100 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Group By Test TimeCAB36912159.619.9110.03

GraphicsMagick

Operation: HWB Color Space

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.38Operation: HWB Color SpaceCBA300600900120015001242123911901. (CC) gcc options: -fopenmp -O2 -ljbig -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread

SVT-AV1

Encoder Mode: Preset 12 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 12 - Input: Bosphorus 4KBCA306090120150127.04125.22121.731. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Apache Spark

Row Count: 10000000 - Partitions: 1000 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Calculate Pi BenchmarkCAB306090120150123.83124.53129.23

memtier_benchmark

Protocol: Redis - Clients: 100 - Set To Get Ratio: 1:5

OpenBenchmarking.orgOps/sec, More Is Bettermemtier_benchmark 1.4Protocol: Redis - Clients: 100 - Set To Get Ratio: 1:5ACB600K1200K1800K2400K3000K2763821.752679655.732649407.051. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

memtier_benchmark

Protocol: Redis - Clients: 500 - Set To Get Ratio: 1:10

OpenBenchmarking.orgOps/sec, More Is Bettermemtier_benchmark 1.4Protocol: Redis - Clients: 500 - Set To Get Ratio: 1:10BAC600K1200K1800K2400K3000K2785214.152688499.752670507.061. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Apache Spark

Row Count: 1000000 - Partitions: 500 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - SHA-512 Benchmark TimeCAB0.66381.32761.99142.65523.3192.832.892.95

NCNN

Target: CPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: yolov4-tinyCAB51015202519.2019.8620.00MIN: 19.05 / MAX: 19.44MIN: 19.65 / MAX: 20.15MIN: 19.86 / MAX: 20.461. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Apache Spark

Row Count: 10000000 - Partitions: 2000 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 2000 - Group By Test TimeACB2468106.586.626.85

Redis

Test: SADD - Parallel Connections: 500

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SADD - Parallel Connections: 500CAB900K1800K2700K3600K4500K4012269.003875137.253854227.751. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Apache Spark

Row Count: 20000000 - Partitions: 2000 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Broadcast Inner Join Test TimeABC4812162016.8916.9617.58

NCNN

Target: CPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: googlenetBAC36912159.169.229.53MIN: 9.03 / MAX: 10.05MIN: 9.07 / MAX: 10.19MIN: 9.36 / MAX: 10.481. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU-v3-v3 - Model: mobilenet-v3

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU-v3-v3 - Model: mobilenet-v3ACB0.65251.3051.95752.613.26252.792.832.90MIN: 2.75 / MAX: 3.65MIN: 2.79 / MAX: 3.63MIN: 2.86 / MAX: 4.111. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

GraphicsMagick

Operation: Rotate

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.38Operation: RotateCBA300600900120015001217121011711. (CC) gcc options: -fopenmp -O2 -ljbig -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread

Apache Spark

Row Count: 1000000 - Partitions: 100 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Group By Test TimeBAC0.66381.32761.99142.65523.3192.842.942.95

Apache Spark

Row Count: 20000000 - Partitions: 2000 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Inner Join Test TimeBCA51015202517.8218.2318.50

SVT-AV1

Encoder Mode: Preset 12 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 12 - Input: Bosphorus 1080pCBA100200300400500457.51446.14441.121. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Redis

Test: LPOP - Parallel Connections: 1000

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: LPOP - Parallel Connections: 1000ABC600K1200K1800K2400K3000K2848729.252840960.002747067.501. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Apache Spark

Row Count: 40000000 - Partitions: 100 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Inner Join Test TimeABC81624324034.2034.5935.46

SVT-AV1

Encoder Mode: Preset 10 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 10 - Input: Bosphorus 4KCBA2040608010088.5686.5385.521. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

C-Blosc

Test: blosclz bitshuffle

OpenBenchmarking.orgMB/s, More Is BetterC-Blosc 2.3Test: blosclz bitshuffleBCA2K4K6K8K10K9258.09257.18941.51. (CC) gcc options: -std=gnu99 -O3 -lrt -lm

Apache Spark

Row Count: 10000000 - Partitions: 500 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Group By Test TimeBCA2468106.296.396.51

Apache Spark

Row Count: 20000000 - Partitions: 1000 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Group By Test TimeBCA36912159.139.419.44

Redis

Test: LPUSH - Parallel Connections: 1000

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: LPUSH - Parallel Connections: 1000BCA600K1200K1800K2400K3000K2941056.252918397.002844518.251. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Mobile Neural Network

Model: SqueezeNetV1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: SqueezeNetV1.0BCA1.14642.29283.43924.58565.7324.9285.0495.095MIN: 4.89 / MAX: 6.13MIN: 5.02 / MAX: 5.87MIN: 5.06 / MAX: 6.271. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Apache Spark

Row Count: 10000000 - Partitions: 500 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Repartition Test TimeACB2468107.978.078.24

Apache Spark

Row Count: 10000000 - Partitions: 500 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Broadcast Inner Join Test TimeCAB36912158.808.869.09

memtier_benchmark

Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:10

OpenBenchmarking.orgOps/sec, More Is Bettermemtier_benchmark 1.4Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:10BCA600K1200K1800K2400K3000K2865261.932806199.112773955.341. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Mobile Neural Network

Model: MobileNetV2_224

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: MobileNetV2_224ABC0.55581.11161.66742.22322.7792.3942.4082.470MIN: 2.38 / MAX: 2.61MIN: 2.39 / MAX: 2.65MIN: 2.38 / MAX: 9.061. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

7-Zip Compression

Test: Decompression Rating

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression RatingABC13K26K39K52K65K6135561210595061. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

Apache Spark

Row Count: 1000000 - Partitions: 1000 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - SHA-512 Benchmark TimeCAB0.69081.38162.07242.76323.4542.983.073.07

Apache Spark

Row Count: 20000000 - Partitions: 500 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Inner Join Test TimeBAC4812162017.3617.5017.87

LAMMPS Molecular Dynamics Simulator

Model: Rhodopsin Protein

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 23Jun2022Model: Rhodopsin ProteinCAB1.3192.6383.9575.2766.5955.8625.8255.6951. (CXX) g++ options: -O3 -lm -ldl

Natron

Input: Spaceship

OpenBenchmarking.orgFPS, More Is BetterNatron 2.4.3Input: SpaceshipBAC0.811.622.433.244.053.63.63.5

Apache Spark

Row Count: 40000000 - Partitions: 1000 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Repartition Test TimeCAB71421283529.2429.4030.07

Apache Spark

Row Count: 20000000 - Partitions: 1000 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Broadcast Inner Join Test TimeCBA4812162016.7717.0517.24

Facebook RocksDB

Test: Sequential Fill

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 7.5.3Test: Sequential FillCAB300K600K900K1200K1500K1195182117533011634061. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

NCNN

Target: CPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: shufflenet-v2BCA0.70651.4132.11952.8263.53253.063.093.14MIN: 3.03 / MAX: 4.06MIN: 3.06 / MAX: 3.82MIN: 3.08 / MAX: 3.891. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Apache Spark

Row Count: 20000000 - Partitions: 100 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Inner Join Test TimeBAC51015202519.2119.6219.71

Facebook RocksDB

Test: Random Fill

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 7.5.3Test: Random FillABC200K400K600K800K1000K10114449952869872741. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

Apache Spark

Row Count: 10000000 - Partitions: 1000 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - SHA-512 Benchmark TimeABC369121511.9512.0812.23

Apache Spark

Row Count: 40000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Calculate Pi Benchmark Using DataframeCBA2468106.907.017.06

Facebook RocksDB

Test: Update Random

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 7.5.3Test: Update RandomCAB130K260K390K520K650K5855845774445724461. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

Apache Spark

Row Count: 10000000 - Partitions: 100 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Repartition Test TimeBCA2468108.408.468.59

Apache Spark

Row Count: 40000000 - Partitions: 1000 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Group By Test TimeCBA51015202520.9521.0021.42

NCNN

Target: CPU - Model: squeezenet_ssd

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: squeezenet_ssdCAB369121513.3113.4013.60MIN: 13.15 / MAX: 14.36MIN: 13.28 / MAX: 14.44MIN: 13.43 / MAX: 14.861. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Aircrack-ng

OpenBenchmarking.orgk/s, More Is BetterAircrack-ng 1.7CBA7K14K21K28K35K33749.5533109.8433031.901. (CXX) g++ options: -std=gnu++17 -O3 -fvisibility=hidden -fcommon -rdynamic -lnl-3 -lnl-genl-3 -lpcre -lsqlite3 -lpthread -lz -lssl -lcrypto -lhwloc -ldl -lm -pthread

Apache Spark

Row Count: 1000000 - Partitions: 100 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Inner Join Test TimeACB0.3240.6480.9721.2961.621.411.421.44

Apache Spark

Row Count: 10000000 - Partitions: 500 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - SHA-512 Benchmark TimeCBA369121511.9812.0312.23

Apache Spark

Row Count: 20000000 - Partitions: 2000 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Group By Test TimeCBA36912159.249.379.43

C-Blosc

Test: blosclz shuffle

OpenBenchmarking.orgMB/s, More Is BetterC-Blosc 2.3Test: blosclz shuffleCBA4K8K12K16K20K17013.416992.716672.51. (CC) gcc options: -std=gnu99 -O3 -lrt -lm

Apache Spark

Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark Using DataframeACB2468106.987.007.12

7-Zip Compression

Test: Compression Rating

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression RatingBCA17K34K51K68K85K7747777380759661. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

Apache Spark

Row Count: 40000000 - Partitions: 500 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Broadcast Inner Join Test TimeBCA81624324034.2134.2434.89

SVT-AV1

Encoder Mode: Preset 10 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 10 - Input: Bosphorus 1080pCAB60120180240300265.94260.88260.781. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Apache Spark

Row Count: 20000000 - Partitions: 500 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - SHA-512 Benchmark TimeCBA51015202521.5621.6021.98

Apache Spark

Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark Using DataframeCBA2468106.876.987.00

Apache Spark

Row Count: 20000000 - Partitions: 2000 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Calculate Pi BenchmarkACB306090120150123.37124.01125.67

Apache Spark

Row Count: 40000000 - Partitions: 500 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - SHA-512 Benchmark TimeBCA102030405041.6141.6242.39

Apache Spark

Row Count: 1000000 - Partitions: 2000 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Calculate Pi BenchmarkABC306090120150122.35124.03124.53

OpenVINO

Model: Weld Porosity Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Weld Porosity Detection FP16-INT8 - Device: CPUABC369121513.1613.3813.39MIN: 10.33 / MAX: 13.9MIN: 8.15 / MAX: 21.54MIN: 7.89 / MAX: 16.111. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

Apache Spark

Row Count: 20000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Calculate Pi Benchmark Using DataframeCAB2468106.906.917.02

Apache Spark

Row Count: 1000000 - Partitions: 1000 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Group By Test TimeACB0.7921.5842.3763.1683.963.463.483.52

Facebook RocksDB

Test: Random Read

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 7.5.3Test: Random ReadACB20M40M60M80M100M7911722279085341777727231. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

Node.js V8 Web Tooling Benchmark

OpenBenchmarking.orgruns/s, More Is BetterNode.js V8 Web Tooling BenchmarkBCA51015202518.8918.5718.57

OpenVINO

Model: Weld Porosity Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Weld Porosity Detection FP16-INT8 - Device: CPUABC160320480640800754.73742.81741.971. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

Unvanquished

Resolution: 1920 x 1080 - Effects Quality: Medium

OpenBenchmarking.orgFrames Per Second, More Is BetterUnvanquished 0.53Resolution: 1920 x 1080 - Effects Quality: MediumABC60120180240300267.8267.1263.3

Mobile Neural Network

Model: inception-v3

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: inception-v3CAB61218243026.2726.7026.70MIN: 26.17 / MAX: 32.34MIN: 26.6 / MAX: 32.72MIN: 26.61 / MAX: 32.851. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Apache Spark

Row Count: 40000000 - Partitions: 500 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Inner Join Test TimeCAB81624324035.0335.3935.60

Apache Spark

Row Count: 1000000 - Partitions: 500 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Repartition Test TimeACB0.42750.8551.28251.712.13751.871.891.90

Apache Spark

Row Count: 10000000 - Partitions: 100 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Inner Join Test TimeCBA369121510.0610.2010.22

Apache Spark

Row Count: 20000000 - Partitions: 2000 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Repartition Test TimeBCA4812162015.3315.3415.57

Apache Spark

Row Count: 1000000 - Partitions: 500 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Group By Test TimeCAB0.7381.4762.2142.9523.693.233.273.28

Apache Spark

Row Count: 20000000 - Partitions: 500 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Repartition Test TimeACB4812162015.0715.1815.30

Apache Spark

Row Count: 10000000 - Partitions: 1000 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Broadcast Inner Join Test TimeBCA2468108.728.808.85

Apache Spark

Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Calculate Pi BenchmarkABC306090120150123.76124.09125.60

NCNN

Target: CPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: resnet18CBA2468107.407.417.51MIN: 7.24 / MAX: 8.41MIN: 7.23 / MAX: 8.33MIN: 7.37 / MAX: 8.451. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Dragonflydb

Clients: 200 - Set To Get Ratio: 5:1

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 0.6Clients: 200 - Set To Get Ratio: 5:1ACB800K1600K2400K3200K4000K3881918.883864893.243825141.561. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

GraphicsMagick

Operation: Resizing

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.38Operation: ResizingBCA300600900120015001165116311481. (CC) gcc options: -fopenmp -O2 -ljbig -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread

memtier_benchmark

Protocol: Redis - Clients: 100 - Set To Get Ratio: 1:10

OpenBenchmarking.orgOps/sec, More Is Bettermemtier_benchmark 1.4Protocol: Redis - Clients: 100 - Set To Get Ratio: 1:10CBA600K1200K1800K2400K3000K2813689.562773551.232773074.521. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Apache Spark

Row Count: 40000000 - Partitions: 500 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Repartition Test TimeABC71421283530.2330.6330.67

Dragonflydb

Clients: 50 - Set To Get Ratio: 1:5

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 0.6Clients: 50 - Set To Get Ratio: 1:5ABC1000K2000K3000K4000K5000K4524509.154489630.354460778.291. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

GraphicsMagick

Operation: Swirl

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.38Operation: SwirlCBA1202403604806005755735671. (CC) gcc options: -fopenmp -O2 -ljbig -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread

NCNN

Target: CPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: resnet50ABC4812162014.3714.4014.57MIN: 14.18 / MAX: 20.35MIN: 14.23 / MAX: 15.65MIN: 14.41 / MAX: 161. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: CPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: mnasnetACB0.6841.3682.0522.7363.423.003.023.04MIN: 2.95 / MAX: 3.84MIN: 2.96 / MAX: 3.8MIN: 2.98 / MAX: 4.181. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Mobile Neural Network

Model: mobilenetV3

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: mobilenetV3BAC0.27360.54720.82081.09441.3681.2001.2061.216MIN: 1.19 / MAX: 1.33MIN: 1.19 / MAX: 1.51MIN: 1.2 / MAX: 1.451. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

SVT-AV1

Encoder Mode: Preset 8 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 8 - Input: Bosphorus 1080pBAC306090120150120.54119.55118.971. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Apache Spark

Row Count: 1000000 - Partitions: 2000 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - Repartition Test TimeBAC0.52651.0531.57952.1062.63252.312.342.34

Dragonflydb

Clients: 50 - Set To Get Ratio: 5:1

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 0.6Clients: 50 - Set To Get Ratio: 5:1ABC900K1800K2700K3600K4500K4159557.484136083.874107472.561. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

srsRAN

Test: 4G PHY_DL_Test 100 PRB MIMO 64-QAM

OpenBenchmarking.orgeNb Mb/s, More Is BettersrsRAN 22.04.1Test: 4G PHY_DL_Test 100 PRB MIMO 64-QAMBAC110220330440550527.8523.5521.21. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -ldl -lpthread -lm

Apache Spark

Row Count: 40000000 - Partitions: 100 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Calculate Pi BenchmarkABC306090120150123.60123.90125.16

OpenVINO

Model: Vehicle Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Vehicle Detection FP16 - Device: CPUBAC50100150200250206.79205.21204.231. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

Apache Spark

Row Count: 10000000 - Partitions: 100 - Broadcast Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Broadcast Inner Join Test TimeABC369121510.0810.1610.21

OpenVINO

Model: Vehicle Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Vehicle Detection FP16 - Device: CPUBAC51015202519.3319.4819.57MIN: 13.45 / MAX: 26.38MIN: 15.62 / MAX: 26.77MIN: 15.33 / MAX: 26.781. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

Apache Spark

Row Count: 10000000 - Partitions: 1000 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Repartition Test TimeBCA2468108.098.158.19

srsRAN

Test: 4G PHY_DL_Test 100 PRB SISO 64-QAM

OpenBenchmarking.orgeNb Mb/s, More Is BettersrsRAN 22.04.1Test: 4G PHY_DL_Test 100 PRB SISO 64-QAMABC120240360480600541.2537.6534.71. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -ldl -lpthread -lm

GraphicsMagick

Operation: Sharpen

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.38Operation: SharpenBCA40801201602001681671661. (CC) gcc options: -fopenmp -O2 -ljbig -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread

Apache Spark

Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Calculate Pi BenchmarkBAC306090120150123.00123.96124.48

Apache Spark

Row Count: 40000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Calculate Pi Benchmark Using DataframeACB2468106.8800000006.9600000006.962493428

Apache Spark

Row Count: 1000000 - Partitions: 2000 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 2000 - SHA-512 Benchmark TimeCBA0.76731.53462.30193.06923.83653.373.383.41

Apache Spark

Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Calculate Pi BenchmarkBAC306090120150123.54123.62125.00

srsRAN

Test: 4G PHY_DL_Test 100 PRB SISO 256-QAM

OpenBenchmarking.orgeNb Mb/s, More Is BettersrsRAN 22.04.1Test: 4G PHY_DL_Test 100 PRB SISO 256-QAMABC130260390520650594.7590.7587.81. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -ldl -lpthread -lm

Apache Spark

Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Calculate Pi BenchmarkABC306090120150122.86124.13124.29

srsRAN

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

OpenBenchmarking.orgUE Mb/s, More Is BettersrsRAN 22.04.1Test: 5G PHY_DL_NR Test 52 PRB SISO 64-QAMBAC204060801008888871. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -ldl -lpthread -lm

Apache Spark

Row Count: 40000000 - Partitions: 500 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Group By Test TimeBCA51015202521.8021.9422.05

Apache Spark

Row Count: 20000000 - Partitions: 100 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Calculate Pi BenchmarkABC306090120150123.35123.78124.76

Unvanquished

Resolution: 1920 x 1080 - Effects Quality: High

OpenBenchmarking.orgFrames Per Second, More Is BetterUnvanquished 0.53Resolution: 1920 x 1080 - Effects Quality: HighABC50100150200250223.9222.6221.4

Apache Spark

Row Count: 10000000 - Partitions: 1000 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 1000 - Group By Test TimeCBA2468106.3300000006.3700000006.399788449

Apache Spark

Row Count: 40000000 - Partitions: 2000 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Calculate Pi BenchmarkABC306090120150123.97125.01125.33

OpenVINO

Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Age Gender Recognition Retail 0013 FP16 - Device: CPUACB0.41850.8371.25551.6742.09251.841.851.86MIN: 1.02 / MAX: 3MIN: 1.07 / MAX: 3.67MIN: 1.02 / MAX: 3.041. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

Mobile Neural Network

Model: mobilenet-v1-1.0

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: mobilenet-v1-1.0BCA0.55221.10441.65662.20882.7612.4282.4442.454MIN: 2.4 / MAX: 3.34MIN: 2.42 / MAX: 3.26MIN: 2.43 / MAX: 3.381. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Apache Spark

Row Count: 20000000 - Partitions: 100 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Repartition Test TimeBAC4812162016.0016.0816.17

Apache Spark

Row Count: 40000000 - Partitions: 1000 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - SHA-512 Benchmark TimeCBA102030405041.5341.6941.97

NCNN

Target: Vulkan GPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: alexnetACB80160240320400377.29377.61381.28MIN: 361.87 / MAX: 430.07MIN: 361.66 / MAX: 442.69MIN: 361.67 / MAX: 447.071. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: resnet50ABC2004006008001000940.23940.99950.14MIN: 892.01 / MAX: 1080.9MIN: 895.61 / MAX: 1068.31MIN: 896.75 / MAX: 1066.41. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Apache Spark

Row Count: 40000000 - Partitions: 2000 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Inner Join Test TimeBCA81624324034.7034.7635.06

Apache Spark

Row Count: 20000000 - Partitions: 1000 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Inner Join Test TimeBAC4812162017.6317.7317.81

srsRAN

Test: 4G PHY_DL_Test 100 PRB SISO 64-QAM

OpenBenchmarking.orgUE Mb/s, More Is BettersrsRAN 22.04.1Test: 4G PHY_DL_Test 100 PRB SISO 64-QAMABC4080120160200191.5191.2189.61. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -ldl -lpthread -lm

Apache Spark

Row Count: 40000000 - Partitions: 2000 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Repartition Test TimeACB71421283529.3829.4629.67

SVT-AV1

Encoder Mode: Preset 8 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 8 - Input: Bosphorus 4KCBA102030405043.9643.7143.531. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

GraphicsMagick

Operation: Noise-Gaussian

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.38Operation: Noise-GaussianBCA701402102803503193173161. (CC) gcc options: -fopenmp -O2 -ljbig -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread

Mobile Neural Network

Model: nasnet

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.1Model: nasnetBAC36912159.2879.2969.375MIN: 9.25 / MAX: 11.36MIN: 9.25 / MAX: 15.62MIN: 9.34 / MAX: 9.981. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

Apache Spark

Row Count: 20000000 - Partitions: 1000 - Repartition Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Repartition Test TimeACB4812162015.1315.1815.27

OpenVINO

Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Age Gender Recognition Retail 0013 FP16 - Device: CPUACB110022003300440055005175.165136.995129.861. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

Apache Spark

Row Count: 20000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Calculate Pi Benchmark Using DataframeBCA2468106.916.936.97

Apache Spark

Row Count: 20000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - Calculate Pi Benchmark Using DataframeBCA2468106.956.997.01

Apache Spark

Row Count: 20000000 - Partitions: 2000 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - SHA-512 Benchmark TimeCAB51015202521.9021.9722.09

Unvanquished

Resolution: 1920 x 1200 - Effects Quality: High

OpenBenchmarking.orgFrames Per Second, More Is BetterUnvanquished 0.53Resolution: 1920 x 1200 - Effects Quality: HighBAC50100150200250205.6204.4203.9

NCNN

Target: Vulkan GPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: efficientnet-b0ACB60120180240300257.97259.64260.09MIN: 222.39 / MAX: 299.24MIN: 219.28 / MAX: 294.88MIN: 219.09 / MAX: 293.031. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Apache Spark

Row Count: 40000000 - Partitions: 1000 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Calculate Pi BenchmarkBAC306090120150123.94123.98124.96

Dragonflydb

Clients: 200 - Set To Get Ratio: 1:5

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 0.6Clients: 200 - Set To Get Ratio: 1:5BAC900K1800K2700K3600K4500K4208868.694208682.774176068.341. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Timed Erlang/OTP Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Erlang/OTP Compilation 25.0Time To CompileABC2040608010087.7088.0688.37

etcd

Test: PUT - Connections: 100 - Clients: 100

OpenBenchmarking.orgRequests/sec, More Is Betteretcd 3.5.4Test: PUT - Connections: 100 - Clients: 100ACB20K40K60K80K100K112169.91111437.66111324.98

GraphicsMagick

Operation: Enhanced

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.38Operation: EnhancedCBA601201802403002722722701. (CC) gcc options: -fopenmp -O2 -ljbig -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread

Apache Spark

Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 100 - Calculate Pi BenchmarkACB306090120150123.17123.94124.07

Apache Spark

Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark Using DataframeBCA2468106.916.946.96

Apache Spark

Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 500 - Calculate Pi Benchmark Using DataframeBCA2468106.926.926.97

NCNN

Target: Vulkan GPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: yolov4-tinyACB140280420560700622.75623.95627.21MIN: 584.8 / MAX: 719.01MIN: 583.85 / MAX: 708.2MIN: 581.6 / MAX: 704.841. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Timed CPython Compilation

Build Configuration: Default

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed CPython Compilation 3.10.6Build Configuration: DefaultCBA4812162015.4015.4915.51

NCNN

Target: CPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: alexnetCBA1.29832.59663.89495.19326.49155.735.765.77MIN: 5.62 / MAX: 6.64MIN: 5.66 / MAX: 6.99MIN: 5.68 / MAX: 6.671. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: FastestDet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: FastestDetCBA2040608010078.8579.2179.40MIN: 71.5 / MAX: 93.15MIN: 70.61 / MAX: 100.1MIN: 72.66 / MAX: 98.151. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

SVT-AV1

Encoder Mode: Preset 4 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 4 - Input: Bosphorus 4KACB0.45680.91361.37041.82722.2842.0302.0202.0161. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Apache Spark

Row Count: 20000000 - Partitions: 500 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 500 - Calculate Pi BenchmarkABC306090120150123.32123.66124.10

Unvanquished

Resolution: 1920 x 1200 - Effects Quality: Medium

OpenBenchmarking.orgFrames Per Second, More Is BetterUnvanquished 0.53Resolution: 1920 x 1200 - Effects Quality: MediumBCA50100150200250245.2244.7243.7

Apache Spark

Row Count: 40000000 - Partitions: 500 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 500 - Calculate Pi BenchmarkABC306090120150123.34123.44124.09

LAMMPS Molecular Dynamics Simulator

Model: 20k Atoms

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 23Jun2022Model: 20k AtomsCBA1.17612.35223.52834.70445.88055.2275.2075.1961. (CXX) g++ options: -O3 -lm -ldl

OpenVINO

Model: Person Vehicle Bike Detection FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Person Vehicle Bike Detection FP16 - Device: CPUACB80160240320400361.68360.51359.571. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

Apache Spark

Row Count: 20000000 - Partitions: 2000 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 2000 - Calculate Pi Benchmark Using DataframeCBA2468106.906.926.94

Redis

Test: GET - Parallel Connections: 500

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: GET - Parallel Connections: 500CAB900K1800K2700K3600K4500K4248164.54243838.04223762.01. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

Apache Spark

Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 1000 - Calculate Pi Benchmark Using DataframeABC2468106.936.956.97

OpenVINO

Model: Person Detection FP32 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Person Detection FP32 - Device: CPUBCA0.39380.78761.18141.57521.9691.751.741.741. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

Apache Spark

Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 1000000 - Partitions: 500 - Calculate Pi Benchmark Using DataframeACB2468106.976.997.01

Apache Spark

Row Count: 10000000 - Partitions: 100 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - SHA-512 Benchmark TimeACB369121512.4312.4612.50

NCNN

Target: CPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: efficientnet-b0CAB1.2242.4483.6724.8966.125.415.445.44MIN: 5.34 / MAX: 9.03MIN: 5.37 / MAX: 6.29MIN: 5.38 / MAX: 6.651. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Unvanquished

Resolution: 2560 x 1440 - Effects Quality: Medium

OpenBenchmarking.orgFrames Per Second, More Is BetterUnvanquished 0.53Resolution: 2560 x 1440 - Effects Quality: MediumABC4080120160200163.7163.0162.8

Apache Spark

Row Count: 40000000 - Partitions: 2000 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - SHA-512 Benchmark TimeABC102030405041.8641.9042.09

Dragonflydb

Clients: 200 - Set To Get Ratio: 1:1

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 0.6Clients: 200 - Set To Get Ratio: 1:1ACB900K1800K2700K3600K4500K3994130.343982880.383972323.461. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

NCNN

Target: Vulkan GPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: vgg16CBA4008001200160020001896.061903.621906.45MIN: 1830.58 / MAX: 2121.95MIN: 1832.38 / MAX: 2111.8MIN: 1832.08 / MAX: 21031. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenVINO

Model: Person Vehicle Bike Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Person Vehicle Bike Detection FP16 - Device: CPUACB369121511.0511.0811.11MIN: 9.3 / MAX: 19.19MIN: 9.4 / MAX: 18.35MIN: 9.45 / MAX: 24.641. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

Apache Spark

Row Count: 40000000 - Partitions: 100 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - SHA-512 Benchmark TimeCAB91827364541.3541.3641.57

srsRAN

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

OpenBenchmarking.orgeNb Mb/s, More Is BettersrsRAN 22.04.1Test: 5G PHY_DL_NR Test 52 PRB SISO 64-QAMABC4080120160200189.4189.3188.41. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -ldl -lpthread -lm

Timed CPython Compilation

Build Configuration: Released Build, PGO + LTO Optimized

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed CPython Compilation 3.10.6Build Configuration: Released Build, PGO + LTO OptimizedABC4080120160200199.39199.79200.43

NCNN

Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3CBA306090120150138.77139.27139.49MIN: 121.34 / MAX: 170.96MIN: 119.74 / MAX: 177.41MIN: 121.25 / MAX: 175.091. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

srsRAN

Test: 4G PHY_DL_Test 100 PRB MIMO 256-QAM

OpenBenchmarking.orgeNb Mb/s, More Is BettersrsRAN 22.04.1Test: 4G PHY_DL_Test 100 PRB MIMO 256-QAMABC130260390520650581.7578.8578.71. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -ldl -lpthread -lm

Unvanquished

Resolution: 2560 x 1440 - Effects Quality: High

OpenBenchmarking.orgFrames Per Second, More Is BetterUnvanquished 0.53Resolution: 2560 x 1440 - Effects Quality: HighABC306090120150137.2136.7136.5

Apache Spark

Row Count: 40000000 - Partitions: 100 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Group By Test TimeACB61218243024.7424.8624.87

OpenVINO

Model: Machine Translation EN To DE FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Machine Translation EN To DE FP16 - Device: CPUCBA306090120150127.17127.36127.81MIN: 105.34 / MAX: 184.06MIN: 109.38 / MAX: 183.36MIN: 114.95 / MAX: 185.691. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

Timed Wasmer Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Wasmer Compilation 2.3Time To CompileBCA122436486051.6051.7651.861. (CC) gcc options: -m64 -ldl -lgcc_s -lutil -lrt -lpthread -lm -lc -pie -nodefaultlibs

NCNN

Target: Vulkan GPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: shufflenet-v2ABC2040608010079.0479.4179.43MIN: 74.66 / MAX: 84.71MIN: 74.65 / MAX: 83.37MIN: 75.37 / MAX: 84.341. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenVINO

Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUCBA3K6K9K12K15K13357.9413347.4613292.831. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

OpenVINO

Model: Machine Translation EN To DE FP16 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Machine Translation EN To DE FP16 - Device: CPUCBA71421283531.4331.3731.281. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

NCNN

Target: CPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: vgg16ABC91827364537.9637.9938.14MIN: 37.71 / MAX: 39.27MIN: 37.73 / MAX: 39.19MIN: 37.78 / MAX: 39.621. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: mobilenetCAB100200300400500481.76482.96483.87MIN: 433.22 / MAX: 545.28MIN: 434.99 / MAX: 553.44MIN: 434 / MAX: 553.551. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Apache Spark

Row Count: 40000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 100 - Calculate Pi Benchmark Using DataframeCAB2468106.987.007.01

Apache Spark

Row Count: 20000000 - Partitions: 1000 - Calculate Pi Benchmark

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - Calculate Pi BenchmarkABC306090120150124.20124.64124.73

Primesieve

Length: 1e12

OpenBenchmarking.orgSeconds, Fewer Is BetterPrimesieve 8.0Length: 1e12CAB51015202520.2120.2220.291. (CXX) g++ options: -O3

BRL-CAD

VGR Performance Metric

OpenBenchmarking.orgVGR Performance Metric, More Is BetterBRL-CAD 7.32.6VGR Performance MetricABC40K80K120K160K200K2060192057962051671. (CXX) g++ options: -std=c++11 -pipe -fvisibility=hidden -fno-strict-aliasing -fno-common -fexceptions -ftemplate-depth-128 -m64 -ggdb3 -O3 -fipa-pta -fstrength-reduce -finline-functions -flto -pedantic -ldl -lm

Apache Spark

Row Count: 20000000 - Partitions: 1000 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 1000 - SHA-512 Benchmark TimeBAC51015202521.8421.8821.93

Primesieve

Length: 1e13

OpenBenchmarking.orgSeconds, Fewer Is BetterPrimesieve 8.0Length: 1e13BCA50100150200250235.76236.41236.721. (CXX) g++ options: -O3

etcd

Test: PUT - Connections: 100 - Clients: 1000

OpenBenchmarking.orgRequests/sec, More Is Betteretcd 3.5.4Test: PUT - Connections: 100 - Clients: 1000CBA30K60K90K120K150K163135.45163025.22162474.20

NCNN

Target: Vulkan GPU - Model: squeezenet_ssd

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: squeezenet_ssdCAB80160240320400365.07365.93366.55MIN: 342.75 / MAX: 404.41MIN: 348.21 / MAX: 406.24MIN: 349.53 / MAX: 408.081. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

srsRAN

Test: 4G PHY_DL_Test 100 PRB MIMO 64-QAM

OpenBenchmarking.orgUE Mb/s, More Is BettersrsRAN 22.04.1Test: 4G PHY_DL_Test 100 PRB MIMO 64-QAMBCA306090120150151.6151.4151.01. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -ldl -lpthread -lm

OpenVINO

Model: Face Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Face Detection FP16 - Device: CPUABC4008001200160020001730.061734.991736.86MIN: 1709.42 / MAX: 1761.16MIN: 1708.96 / MAX: 1773.08MIN: 1712.2 / MAX: 1770.881. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

Unpacking The Linux Kernel

linux-5.19.tar.xz

OpenBenchmarking.orgSeconds, Fewer Is BetterUnpacking The Linux Kernel 5.19linux-5.19.tar.xzABC1.28482.56963.85445.13926.4245.6885.6995.710

etcd

Test: PUT - Connections: 50 - Clients: 1000

OpenBenchmarking.orgRequests/sec, More Is Betteretcd 3.5.4Test: PUT - Connections: 50 - Clients: 1000ACB40K80K120K160K200K168856.20168534.31168241.77

Blender

Blend File: Pabellon Barcelona - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.3Blend File: Pabellon Barcelona - Compute: CPU-OnlyABC80160240320400377.04377.70378.41

OpenVINO

Model: Vehicle Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Vehicle Detection FP16-INT8 - Device: CPUBCA2468108.618.618.64MIN: 7.45 / MAX: 18.65MIN: 7.46 / MAX: 19.12MIN: 7.42 / MAX: 28.741. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

srsRAN

Test: 4G PHY_DL_Test 100 PRB MIMO 256-QAM

OpenBenchmarking.orgUE Mb/s, More Is BettersrsRAN 22.04.1Test: 4G PHY_DL_Test 100 PRB MIMO 256-QAMCBA4080120160200173.2172.9172.61. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -ldl -lpthread -lm

OpenVINO

Model: Vehicle Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Vehicle Detection FP16-INT8 - Device: CPUCBA100200300400500463.87463.70462.341. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

Apache Spark

Row Count: 40000000 - Partitions: 2000 - Group By Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 2000 - Group By Test TimeBCA51015202521.0521.0721.12

Blender

Blend File: BMW27 - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.3Blend File: BMW27 - Compute: CPU-OnlyCAB20406080100107.26107.38107.60

Blender

Blend File: Fishy Cat - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.3Blend File: Fishy Cat - Compute: CPU-OnlyBAC306090120150154.74154.91155.23

Dragonflydb

Clients: 50 - Set To Get Ratio: 1:1

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 0.6Clients: 50 - Set To Get Ratio: 1:1ABC900K1800K2700K3600K4500K4219269.324209125.684206479.321. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

etcd

Test: RANGE - Connections: 500 - Clients: 100

OpenBenchmarking.orgRequests/sec, More Is Betteretcd 3.5.4Test: RANGE - Connections: 500 - Clients: 100BAC20K40K60K80K100K112831.39112561.31112498.87

AI Benchmark Alpha

Device Inference Score

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device Inference ScoreACB2004006008001000103210291029

Apache Spark

Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 10000000 - Partitions: 100 - Calculate Pi Benchmark Using DataframeBAC2468106.986.997.00

etcd

Test: RANGE - Connections: 100 - Clients: 1000

OpenBenchmarking.orgRequests/sec, More Is Betteretcd 3.5.4Test: RANGE - Connections: 100 - Clients: 1000CBA40K80K120K160K200K163558.71163552.13163123.85

etcd

Test: RANGE - Connections: 50 - Clients: 1000

OpenBenchmarking.orgRequests/sec, More Is Betteretcd 3.5.4Test: RANGE - Connections: 50 - Clients: 1000ACB40K80K120K160K200K168558.40168376.89168112.89

NCNN

Target: Vulkan GPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: resnet18ACB80160240320400364.07364.29365.00MIN: 334.5 / MAX: 411.23MIN: 336.97 / MAX: 405.48MIN: 340.04 / MAX: 405.571. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Unvanquished

Resolution: 3840 x 2160 - Effects Quality: Ultra

OpenBenchmarking.orgFrames Per Second, More Is BetterUnvanquished 0.53Resolution: 3840 x 2160 - Effects Quality: UltraBAC91827364539.439.439.3

NCNN

Target: Vulkan GPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: blazefaceCAB71421283532.2132.2332.29MIN: 30.38 / MAX: 34.64MIN: 30.58 / MAX: 34.5MIN: 29.89 / MAX: 34.331. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: mnasnetCAB306090120150156.92157.20157.30MIN: 146.37 / MAX: 173.33MIN: 147.79 / MAX: 176.36MIN: 149.12 / MAX: 176.821. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

SVT-AV1

Encoder Mode: Preset 4 - Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 4 - Input: Bosphorus 1080pBAC2468106.3596.3596.3441. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

Timed Node.js Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 18.8Time To CompileBAC110220330440550526.99527.01528.23

Timed PHP Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed PHP Compilation 8.1.9Time To CompileCAB122436486052.8952.9553.01

NCNN

Target: CPU - Model: regnety_400m

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: regnety_400mABC2468108.618.618.63MIN: 8.53 / MAX: 9.53MIN: 8.54 / MAX: 9.56MIN: 8.54 / MAX: 9.91. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2CAB306090120150150.22150.34150.56MIN: 137.58 / MAX: 175.46MIN: 140.63 / MAX: 189.41MIN: 136.95 / MAX: 176.941. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: regnety_400m

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: regnety_400mACB4080120160200188.61188.96189.02MIN: 180.25 / MAX: 207.14MIN: 179.54 / MAX: 213MIN: 180.67 / MAX: 211.751. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenVINO

Model: Person Detection FP32 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Person Detection FP32 - Device: CPUBCA50010001500200025002252.282255.202257.15MIN: 1918.36 / MAX: 2814.7MIN: 1893.65 / MAX: 2806.3MIN: 1889.93 / MAX: 2814.631. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

NCNN

Target: Vulkan GPU - Model: vision_transformer

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: vision_transformerBAC130026003900520065005943.475945.175956.11MIN: 5684.57 / MAX: 6227.11MIN: 5637.6 / MAX: 6292.95MIN: 5649.52 / MAX: 6345.981. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

etcd

Test: PUT - Connections: 500 - Clients: 100

OpenBenchmarking.orgRequests/sec, More Is Betteretcd 3.5.4Test: PUT - Connections: 500 - Clients: 100ACB20K40K60K80K100K112654.91112565.75112419.09

etcd

Test: PUT - Connections: 50 - Clients: 100

OpenBenchmarking.orgRequests/sec, More Is Betteretcd 3.5.4Test: PUT - Connections: 50 - Clients: 100BCA30K60K90K120K150K118167.76118067.39117936.32

Facebook RocksDB

Test: Random Fill Sync

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 7.5.3Test: Random Fill SyncBCA3K6K9K12K15K1465914636146311. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

etcd

Test: PUT - Connections: 500 - Clients: 1000

OpenBenchmarking.orgRequests/sec, More Is Betteretcd 3.5.4Test: PUT - Connections: 500 - Clients: 1000ABC30K60K90K120K150K126034.68126006.70125808.38

etcd

Test: RANGE - Connections: 50 - Clients: 100

OpenBenchmarking.orgRequests/sec, More Is Betteretcd 3.5.4Test: RANGE - Connections: 50 - Clients: 100ABC30K60K90K120K150K118377.25118320.30118167.13

Apache Spark

Row Count: 20000000 - Partitions: 100 - SHA-512 Benchmark Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 20000000 - Partitions: 100 - SHA-512 Benchmark TimeBAC61218243022.9822.9923.02

Unvanquished

Resolution: 2560 x 1440 - Effects Quality: Ultra

OpenBenchmarking.orgFrames Per Second, More Is BetterUnvanquished 0.53Resolution: 2560 x 1440 - Effects Quality: UltraACB163248648073.873.773.7

Unvanquished

Resolution: 3840 x 2160 - Effects Quality: Medium

OpenBenchmarking.orgFrames Per Second, More Is BetterUnvanquished 0.53Resolution: 3840 x 2160 - Effects Quality: MediumCBA2040608010079.679.679.5

AI Benchmark Alpha

Device Training Score

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device Training ScoreCBA400800120016002000167416731672

NCNN

Target: Vulkan GPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: Vulkan GPU - Model: googlenetCBA90180270360450405.42405.86405.89MIN: 386.26 / MAX: 433.31MIN: 386.45 / MAX: 442.41MIN: 383.82 / MAX: 441.861. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenVINO

Model: Person Detection FP16 - Device: CPU

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2022.2.devModel: Person Detection FP16 - Device: CPUBCA50010001500200025002255.032256.982257.35MIN: 1890.66 / MAX: 2807.42MIN: 1901.03 / MAX: 2807.39MIN: 1892.63 / MAX: 2810.331. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

etcd

Test: RANGE - Connections: 500 - Clients: 1000

OpenBenchmarking.orgRequests/sec, More Is Betteretcd 3.5.4Test: RANGE - Connections: 500 - Clients: 1000CBA30K60K90K120K150K125868.58125808.66125740.59

OpenVINO

Model: Face Detection FP16-INT8 - Device: CPU

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2022.2.devModel: Face Detection FP16-INT8 - Device: CPUACB369121510.0710.0610.061. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -flto -shared

srsRAN

Test: 4G PHY_DL_Test 100 PRB SISO 256-QAM

OpenBenchmarking.orgUE Mb/s, More Is BettersrsRAN 22.04.1Test: 4G PHY_DL_Test 100 PRB SISO 256-QAMACB50100150200250209.8209.7209.61. (CXX) g++ options: -std=c++14 -fno-strict-aliasing -march=native -mfpmath=sse -mavx2 -fvisibility=hidden -O3 -fno-trapping-math -fno-math-errno -ldl -lpthread -lm

Unvanquished

Resolution: 1920 x 1200 - Effects Quality: Ultra

OpenBenchmarking.orgFrames Per Second, More Is BetterUnvanquished 0.53Resolution: 1920 x 1200 - Effects Quality: UltraCBA20406080100105.8105.7105.7

Unvanquished

Resolution: 1920 x 1080 - Effects Quality: Ultra

OpenBenchmarking.orgFrames Per Second, More Is BetterUnvanquished 0.53Resolution: 1920 x 1080 - Effects Quality: UltraBCA306090120150114.1114.0114.0

Apache Spark

Row Count: 40000000 - Partitions: 1000 - Inner Join Test Time

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count: 40000000 - Partitions: 1000 - Inner Join Test TimeCAB81624324034.6734.6834.70

Facebook RocksDB

Test: Read Random Write Random

OpenBenchmarking.orgOp/s, More Is BetterFacebook RocksDB 7.5.3Test: Read Random Write RandomBAC400K800K1200K1600K2000K2081251208079320795571. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread

etcd

Test: RANGE - Connections: 100 - Clients: 100

OpenBenchmarking.orgRequests/sec, More Is Betteretcd 3.5.4Test: RANGE - Connections: 100 - Clients: 100BCA20K40K60K80K100K111448.46111365.03111362.12

AI Benchmark Alpha

Device AI Score

OpenBenchmarking.orgScore, More Is BetterAI Benchmark Alpha 0.1.2Device AI ScoreACB6001200180024003000270427032702

ASTC Encoder

Preset: Medium

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: MediumCBA142842567060.8960.8760.851. (CXX) g++ options: -O3 -flto -pthread

ASTC Encoder

Preset: Fast

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: FastACB4080120160200160.13160.06160.031. (CXX) g++ options: -O3 -flto -pthread

Blender

Blend File: Barbershop - Compute: CPU-Only

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 3.3Blend File: Barbershop - Compute: CPU-OnlyBAC300600900120015001241.971242.711242.78

ASTC Encoder

Preset: Exhaustive

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: ExhaustiveCAB0.16840.33680.50520.67360.8420.74860.74830.74821. (CXX) g++ options: -O3 -flto -pthread

ASTC Encoder

Preset: Thorough

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: ThoroughABC2468107.94307.94267.93961. (CXX) g++ options: -O3 -flto -pthread

OpenVINO

Model: Face Detection FP16-INT8 - Device: CPU