Core i5 10600K 2021

Intel Core i5-10600K testing with a ASUS PRIME Z490M-PLUS (1001 BIOS) and ASUS Intel UHD 630 3GB on Ubuntu 20.04 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2101018-HA-COREI510692
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Audio Encoding 3 Tests
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Run 1
January 01 2021
  3 Hours, 28 Minutes
Run 2
January 01 2021
  3 Hours, 29 Minutes
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January 01 2021
  3 Hours, 29 Minutes
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January 01 2021
  3 Hours, 29 Minutes
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January 01 2021
  1 Hour, 11 Minutes
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Core i5 10600K 2021OpenBenchmarking.orgPhoronix Test SuiteIntel Core i5-10600K @ 4.80GHz (6 Cores / 12 Threads)ASUS PRIME Z490M-PLUS (1001 BIOS)Intel Comet Lake PCH32GBSamsung SSD 970 EVO 500GBASUS Intel UHD 630 3GB (1200MHz)Realtek ALC887-VDLG Ultra HDIntelUbuntu 20.045.9.0-050900daily20201012-generic (x86_64)GNOME Shell 3.36.4X Server 1.20.8modesetting 1.20.84.6 Mesa 20.0.81.2.131GCC 9.3.0ext43840x2160ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLVulkanCompilerFile-SystemScreen ResolutionCore I5 10600K 2021 BenchmarksSystem Logs- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --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++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-9-HskZEa/gcc-9-9.3.0/debian/tmp-nvptx/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Scaling Governor: intel_pstate powersave - CPU Microcode: 0xe0- itlb_multihit: KVM: Mitigation of VMX unsupported + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Run 1Run 2Run 3Run 4Run 5Result OverviewPhoronix Test Suite100%102%104%105%107%CLOMPVkResampleVKMarkoneDNNTimed FFmpeg Compilation

Core i5 10600K 2021vkresample: 2x - Doublevkresample: 2x - Singlevkmark: 1920 x 1080vkmark: 1920 x 1200vkmark: 2560 x 1440vkmark: 3840 x 2160clomp: Static OMP Speeduponednn: IP Shapes 1D - f32 - CPUonednn: IP Shapes 3D - f32 - CPUonednn: IP Shapes 1D - u8s8f32 - CPUonednn: IP Shapes 3D - u8s8f32 - CPUonednn: Convolution Batch Shapes Auto - f32 - CPUonednn: Deconvolution Batch shapes_1d - f32 - CPUonednn: Deconvolution Batch shapes_3d - f32 - CPUonednn: Convolution Batch Shapes Auto - u8s8f32 - CPUonednn: Deconvolution Batch shapes_1d - u8s8f32 - CPUonednn: Deconvolution Batch shapes_3d - u8s8f32 - CPUonednn: Recurrent Neural Network Training - f32 - CPUonednn: Recurrent Neural Network Inference - f32 - CPUonednn: Recurrent Neural Network Training - u8s8f32 - CPUonednn: Recurrent Neural Network Inference - u8s8f32 - CPUonednn: Matrix Multiply Batch Shapes Transformer - f32 - CPUonednn: Recurrent Neural Network Training - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPUonednn: Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPUbuild-ffmpeg: Time To Compilebuild2: Time To Compilebuild-eigen: Time To Compileencode-ape: WAV To APEencode-opus: WAV To Opus Encodecryptsetup: PBKDF2-sha512cryptsetup: PBKDF2-whirlpoolcryptsetup: AES-XTS 256b Encryptioncryptsetup: AES-XTS 256b Decryptioncryptsetup: Serpent-XTS 256b Encryptioncryptsetup: Serpent-XTS 256b Decryptioncryptsetup: Twofish-XTS 256b Encryptioncryptsetup: Twofish-XTS 256b Decryptioncryptsetup: AES-XTS 512b Encryptioncryptsetup: AES-XTS 512b Decryptioncryptsetup: Serpent-XTS 512b Encryptioncryptsetup: Serpent-XTS 512b Decryptioncryptsetup: Twofish-XTS 512b Encryptioncryptsetup: Twofish-XTS 512b Decryptionncnn: CPU - mobilenetncnn: CPU-v2-v2 - mobilenet-v2ncnn: CPU-v3-v3 - mobilenet-v3ncnn: CPU - shufflenet-v2ncnn: CPU - mnasnetncnn: CPU - efficientnet-b0ncnn: CPU - blazefacencnn: CPU - googlenetncnn: CPU - vgg16ncnn: CPU - resnet18ncnn: CPU - alexnetncnn: CPU - resnet50ncnn: CPU - yolov4-tinyncnn: CPU - squeezenet_ssdncnn: CPU - regnety_400mncnn: Vulkan GPU - mobilenetncnn: Vulkan GPU-v2-v2 - mobilenet-v2ncnn: Vulkan GPU-v3-v3 - mobilenet-v3ncnn: Vulkan GPU - shufflenet-v2ncnn: Vulkan GPU - mnasnetncnn: Vulkan GPU - efficientnet-b0ncnn: Vulkan GPU - blazefacencnn: Vulkan GPU - googlenetncnn: Vulkan GPU - vgg16ncnn: Vulkan GPU - resnet18ncnn: Vulkan GPU - alexnetncnn: Vulkan GPU - resnet50ncnn: Vulkan GPU - yolov4-tinyncnn: Vulkan GPU - squeezenet_ssdncnn: Vulkan GPU - regnety_400mencode-wavpack: WAV To WavPackunpack-firefox: firefox-84.0.source.tar.xzRun 1Run 2Run 3Run 4Run 5889.544378.0048157314762192.94.277967.464092.018292.3132315.21906.045088.4528413.88936.067953.997283998.242399.133996.332400.703.432413999.692400.582.9633770.371151.24968.96110.4987.71419526608379674165.74171.6902.9883.9496.0497.73418.43418.0905.6884.3496.3497.318.925.384.335.574.416.961.7314.6758.6114.7312.4729.3727.4019.7712.5018.715.414.365.614.446.981.7514.6858.3314.7612.3629.2527.0819.5312.6613.48916.105921.459386.4358147264742163.04.273858.161442.013862.3114315.31186.055088.4488613.90696.041944.003924001.982414.274003.512407.833.437804003.092408.992.9560070.262152.42969.28210.5177.71919575228370784175.54187.4905.4885.3496.9497.93425.23430.0905.5885.4496.7497.718.835.424.395.594.426.981.7514.6958.4014.7712.3629.3027.1719.5812.6018.685.414.355.574.436.971.7414.6658.3014.7612.3229.2427.0519.5512.5613.50816.026922.846384.6008157254732162.84.295248.090952.020592.3148615.28496.069658.4496813.88826.065133.990324003.532402.064002.932408.333.438324001.782409.572.9562970.402153.83669.18610.4977.73319587368370754192.14195.7906.6885.7497.0498.43437.43441.6904.7885.7497.1498.218.795.454.385.614.457.011.7514.7458.2814.7712.3629.3127.1719.6212.7018.745.414.355.584.46.981.7414.7058.3514.7612.3429.2727.1119.5612.6313.48116.018921.735386.5738137274742162.84.291988.069592.021472.3263115.29106.052078.4513213.95136.117163.997374000.592408.344001.982406.663.443044000.062410.792.9589970.446152.90868.89610.5387.72019527098379674219.84222.0906.7886.5497.6498.63446.73453.6907.4886.1497.4498.218.755.434.405.624.457.021.7514.6858.3214.7912.3329.2727.0819.6012.7918.795.424.345.574.416.931.7414.7258.3214.8312.3629.2927.0819.5312.6013.48115.972921.461388.0638147254732162.94.303818.074602.019572.3235215.31596.044278.4463413.92506.081683.996634003.732404.064003.172404.973.438724002.252412.102.9586670.305OpenBenchmarking.org

VkResample

VkResample is a Vulkan-based image upscaling library based on VkFFT. The sample input file is upscaling a 4K image to 8K using Vulkan-based GPU acceleration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: DoubleRun 1Run 2Run 5Run 4Run 32004006008001000SE +/- 0.73, N = 3SE +/- 1.66, N = 3SE +/- 1.01, N = 3SE +/- 1.36, N = 3SE +/- 1.32, N = 3889.54921.46921.46921.74922.851. (CXX) g++ options: -O3 -pthread
OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: DoubleRun 1Run 2Run 5Run 4Run 3160320480640800Min: 888.17 / Avg: 889.54 / Max: 890.64Min: 918.87 / Avg: 921.46 / Max: 924.55Min: 919.65 / Avg: 921.46 / Max: 923.15Min: 919.04 / Avg: 921.74 / Max: 923.42Min: 921.38 / Avg: 922.85 / Max: 925.491. (CXX) g++ options: -O3 -pthread

OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: SingleRun 1Run 3Run 2Run 4Run 580160240320400SE +/- 0.16, N = 3SE +/- 0.96, N = 3SE +/- 1.56, N = 3SE +/- 1.44, N = 3SE +/- 1.53, N = 3378.00384.60386.44386.57388.061. (CXX) g++ options: -O3 -pthread
OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: SingleRun 1Run 3Run 2Run 4Run 570140210280350Min: 377.74 / Avg: 378 / Max: 378.3Min: 382.94 / Avg: 384.6 / Max: 386.27Min: 383.32 / Avg: 386.44 / Max: 388.03Min: 383.7 / Avg: 386.57 / Max: 388.13Min: 385.22 / Avg: 388.06 / Max: 390.461. (CXX) g++ options: -O3 -pthread

VKMark

VKMark is a collection of Vulkan tests/benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgVKMark Score, More Is BetterVKMark 2020-05-21Resolution: 1920 x 1080Run 3Run 1Run 5Run 2Run 42004006008001000SE +/- 0.33, N = 3SE +/- 1.20, N = 3SE +/- 0.67, N = 38158158148148131. (CXX) g++ options: -pthread -ldl -pipe -std=c++14 -MD -MQ -MF
OpenBenchmarking.orgVKMark Score, More Is BetterVKMark 2020-05-21Resolution: 1920 x 1080Run 3Run 1Run 5Run 2Run 4140280420560700Min: 813 / Avg: 813.67 / Max: 814Min: 812 / Avg: 814.33 / Max: 816Min: 812 / Avg: 813.33 / Max: 8141. (CXX) g++ options: -pthread -ldl -pipe -std=c++14 -MD -MQ -MF

OpenBenchmarking.orgVKMark Score, More Is BetterVKMark 2020-05-21Resolution: 1920 x 1200Run 1Run 4Run 2Run 5Run 3160320480640800SE +/- 1.00, N = 3SE +/- 1.20, N = 3SE +/- 0.67, N = 3SE +/- 1.33, N = 3SE +/- 0.58, N = 37317277267257251. (CXX) g++ options: -pthread -ldl -pipe -std=c++14 -MD -MQ -MF
OpenBenchmarking.orgVKMark Score, More Is BetterVKMark 2020-05-21Resolution: 1920 x 1200Run 1Run 4Run 2Run 5Run 3130260390520650Min: 730 / Avg: 731 / Max: 733Min: 725 / Avg: 726.67 / Max: 729Min: 725 / Avg: 726.33 / Max: 727Min: 724 / Avg: 725.33 / Max: 728Min: 724 / Avg: 725 / Max: 7261. (CXX) g++ options: -pthread -ldl -pipe -std=c++14 -MD -MQ -MF

OpenBenchmarking.orgVKMark Score, More Is BetterVKMark 2020-05-21Resolution: 2560 x 1440Run 1Run 4Run 2Run 5Run 3100200300400500SE +/- 0.67, N = 3SE +/- 0.33, N = 34764744744734731. (CXX) g++ options: -pthread -ldl -pipe -std=c++14 -MD -MQ -MF
OpenBenchmarking.orgVKMark Score, More Is BetterVKMark 2020-05-21Resolution: 2560 x 1440Run 1Run 4Run 2Run 5Run 380160240320400Min: 473 / Avg: 473.67 / Max: 475Min: 472 / Avg: 472.67 / Max: 4731. (CXX) g++ options: -pthread -ldl -pipe -std=c++14 -MD -MQ -MF

OpenBenchmarking.orgVKMark Score, More Is BetterVKMark 2020-05-21Resolution: 3840 x 2160Run 1Run 5Run 4Run 3Run 2501001502002502192162162162161. (CXX) g++ options: -pthread -ldl -pipe -std=c++14 -MD -MQ -MF

CLOMP

CLOMP is the C version of the Livermore OpenMP benchmark developed to measure OpenMP overheads and other performance impacts due to threading in order to influence future system designs. This particular test profile configuration is currently set to look at the OpenMP static schedule speed-up across all available CPU cores using the recommended test configuration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSpeedup, More Is BetterCLOMP 1.2Static OMP SpeedupRun 2Run 5Run 1Run 4Run 30.6751.352.0252.73.375SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 33.02.92.92.82.81. (CC) gcc options: -fopenmp -O3 -lm
OpenBenchmarking.orgSpeedup, More Is BetterCLOMP 1.2Static OMP SpeedupRun 2Run 5Run 1Run 4Run 3246810Min: 2.9 / Avg: 2.97 / Max: 3Min: 2.9 / Avg: 2.9 / Max: 2.9Min: 2.9 / Avg: 2.9 / Max: 2.9Min: 2.8 / Avg: 2.83 / Max: 2.9Min: 2.8 / Avg: 2.83 / Max: 2.91. (CC) gcc options: -fopenmp -O3 -lm

oneDNN

This is a test of the Intel oneDNN as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the Intel oneAPI initiative. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 1D - Data Type: f32 - Engine: CPURun 2Run 1Run 4Run 3Run 50.96841.93682.90523.87364.842SE +/- 0.02247, N = 3SE +/- 0.02376, N = 3SE +/- 0.02256, N = 3SE +/- 0.01253, N = 3SE +/- 0.01021, N = 34.273854.277964.291984.295244.30381MIN: 4.18MIN: 4.19MIN: 4.19MIN: 4.18MIN: 4.181. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 1D - Data Type: f32 - Engine: CPURun 2Run 1Run 4Run 3Run 5246810Min: 4.24 / Avg: 4.27 / Max: 4.31Min: 4.23 / Avg: 4.28 / Max: 4.32Min: 4.25 / Avg: 4.29 / Max: 4.32Min: 4.28 / Avg: 4.3 / Max: 4.32Min: 4.29 / Avg: 4.3 / Max: 4.321. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 3D - Data Type: f32 - Engine: CPURun 1Run 4Run 5Run 3Run 2246810SE +/- 0.01937, N = 3SE +/- 0.02302, N = 3SE +/- 0.01106, N = 3SE +/- 0.02798, N = 3SE +/- 0.02502, N = 37.464098.069598.074608.090958.16144MIN: 7.34MIN: 7.92MIN: 7.93MIN: 7.93MIN: 8.021. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 3D - Data Type: f32 - Engine: CPURun 1Run 4Run 5Run 3Run 23691215Min: 7.43 / Avg: 7.46 / Max: 7.48Min: 8.02 / Avg: 8.07 / Max: 8.1Min: 8.05 / Avg: 8.07 / Max: 8.09Min: 8.04 / Avg: 8.09 / Max: 8.13Min: 8.11 / Avg: 8.16 / Max: 8.191. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPURun 2Run 1Run 5Run 3Run 40.45480.90961.36441.81922.274SE +/- 0.00988, N = 3SE +/- 0.01070, N = 3SE +/- 0.00832, N = 3SE +/- 0.00792, N = 3SE +/- 0.00850, N = 32.013862.018292.019572.020592.02147MIN: 1.97MIN: 1.97MIN: 1.97MIN: 1.97MIN: 1.971. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPURun 2Run 1Run 5Run 3Run 4246810Min: 1.99 / Avg: 2.01 / Max: 2.02Min: 2 / Avg: 2.02 / Max: 2.03Min: 2 / Avg: 2.02 / Max: 2.03Min: 2 / Avg: 2.02 / Max: 2.03Min: 2 / Avg: 2.02 / Max: 2.031. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPURun 2Run 1Run 3Run 5Run 40.52341.04681.57022.09362.617SE +/- 0.00873, N = 3SE +/- 0.00938, N = 3SE +/- 0.00675, N = 3SE +/- 0.01445, N = 3SE +/- 0.00801, N = 32.311432.313232.314862.323522.32631MIN: 2.26MIN: 2.23MIN: 2.26MIN: 2.26MIN: 2.271. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPURun 2Run 1Run 3Run 5Run 4246810Min: 2.29 / Avg: 2.31 / Max: 2.32Min: 2.3 / Avg: 2.31 / Max: 2.33Min: 2.31 / Avg: 2.31 / Max: 2.33Min: 2.3 / Avg: 2.32 / Max: 2.35Min: 2.32 / Avg: 2.33 / Max: 2.341. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPURun 1Run 3Run 4Run 2Run 548121620SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 315.2215.2815.2915.3115.32MIN: 15.08MIN: 15.17MIN: 15.17MIN: 15.19MIN: 15.161. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPURun 1Run 3Run 4Run 2Run 548121620Min: 15.16 / Avg: 15.22 / Max: 15.29Min: 15.24 / Avg: 15.28 / Max: 15.38Min: 15.24 / Avg: 15.29 / Max: 15.39Min: 15.26 / Avg: 15.31 / Max: 15.41Min: 15.24 / Avg: 15.32 / Max: 15.421. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPURun 5Run 1Run 4Run 2Run 3246810SE +/- 0.03287, N = 3SE +/- 0.01862, N = 3SE +/- 0.04482, N = 3SE +/- 0.02146, N = 3SE +/- 0.06748, N = 36.044276.045086.052076.055086.06965MIN: 5.91MIN: 5.91MIN: 5.89MIN: 5.9MIN: 5.891. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPURun 5Run 1Run 4Run 2Run 3246810Min: 5.98 / Avg: 6.04 / Max: 6.1Min: 6.01 / Avg: 6.05 / Max: 6.07Min: 5.96 / Avg: 6.05 / Max: 6.1Min: 6.03 / Avg: 6.06 / Max: 6.1Min: 5.94 / Avg: 6.07 / Max: 6.171. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPURun 5Run 2Run 3Run 4Run 1246810SE +/- 0.00362, N = 3SE +/- 0.00881, N = 3SE +/- 0.00414, N = 3SE +/- 0.00836, N = 3SE +/- 0.00894, N = 38.446348.448868.449688.451328.45284MIN: 8.41MIN: 8.41MIN: 8.42MIN: 8.39MIN: 8.421. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPURun 5Run 2Run 3Run 4Run 13691215Min: 8.44 / Avg: 8.45 / Max: 8.45Min: 8.43 / Avg: 8.45 / Max: 8.46Min: 8.44 / Avg: 8.45 / Max: 8.46Min: 8.44 / Avg: 8.45 / Max: 8.47Min: 8.44 / Avg: 8.45 / Max: 8.471. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPURun 3Run 1Run 2Run 5Run 448121620SE +/- 0.11, N = 3SE +/- 0.11, N = 3SE +/- 0.13, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 313.8913.8913.9113.9313.95MIN: 13.55MIN: 13.54MIN: 13.57MIN: 13.56MIN: 13.571. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPURun 3Run 1Run 2Run 5Run 448121620Min: 13.77 / Avg: 13.89 / Max: 14.11Min: 13.67 / Avg: 13.89 / Max: 14.03Min: 13.65 / Avg: 13.91 / Max: 14.06Min: 13.83 / Avg: 13.93 / Max: 14.07Min: 13.85 / Avg: 13.95 / Max: 14.031. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPURun 2Run 3Run 1Run 5Run 4246810SE +/- 0.03324, N = 3SE +/- 0.05125, N = 3SE +/- 0.07194, N = 3SE +/- 0.07350, N = 3SE +/- 0.05371, N = 36.041946.065136.067956.081686.11716MIN: 5.91MIN: 5.89MIN: 5.88MIN: 5.89MIN: 5.941. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPURun 2Run 3Run 1Run 5Run 4246810Min: 6.01 / Avg: 6.04 / Max: 6.11Min: 5.97 / Avg: 6.07 / Max: 6.14Min: 5.95 / Avg: 6.07 / Max: 6.2Min: 5.97 / Avg: 6.08 / Max: 6.22Min: 6.02 / Avg: 6.12 / Max: 6.211. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPURun 3Run 5Run 1Run 4Run 20.90091.80182.70273.60364.5045SE +/- 0.00391, N = 3SE +/- 0.00507, N = 3SE +/- 0.00795, N = 3SE +/- 0.01002, N = 3SE +/- 0.00608, N = 33.990323.996633.997283.997374.00392MIN: 3.96MIN: 3.96MIN: 3.96MIN: 3.96MIN: 3.961. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPURun 3Run 5Run 1Run 4Run 2246810Min: 3.99 / Avg: 3.99 / Max: 4Min: 3.99 / Avg: 4 / Max: 4Min: 3.98 / Avg: 4 / Max: 4.01Min: 3.98 / Avg: 4 / Max: 4.01Min: 3.99 / Avg: 4 / Max: 4.021. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPURun 1Run 4Run 2Run 3Run 59001800270036004500SE +/- 0.73, N = 3SE +/- 0.53, N = 3SE +/- 2.87, N = 3SE +/- 2.33, N = 3SE +/- 3.77, N = 33998.244000.594001.984003.534003.73MIN: 3993.76MIN: 3997MIN: 3993.5MIN: 3998.73MIN: 3995.461. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPURun 1Run 4Run 2Run 3Run 57001400210028003500Min: 3996.94 / Avg: 3998.24 / Max: 3999.47Min: 3999.55 / Avg: 4000.59 / Max: 4001.31Min: 3997.15 / Avg: 4001.98 / Max: 4007.07Min: 4000.35 / Avg: 4003.53 / Max: 4008.08Min: 3998 / Avg: 4003.73 / Max: 4010.851. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPURun 1Run 3Run 5Run 4Run 25001000150020002500SE +/- 3.06, N = 3SE +/- 1.62, N = 3SE +/- 1.26, N = 3SE +/- 1.70, N = 3SE +/- 0.57, N = 32399.132402.062404.062408.342414.27MIN: 2393.01MIN: 2397.86MIN: 2400.33MIN: 2404.38MIN: 2411.731. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPURun 1Run 3Run 5Run 4Run 2400800120016002000Min: 2394.41 / Avg: 2399.13 / Max: 2404.87Min: 2399.63 / Avg: 2402.06 / Max: 2405.13Min: 2401.91 / Avg: 2404.06 / Max: 2406.27Min: 2405.55 / Avg: 2408.34 / Max: 2411.41Min: 2413.24 / Avg: 2414.27 / Max: 2415.21. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPURun 1Run 4Run 3Run 5Run 29001800270036004500SE +/- 0.60, N = 3SE +/- 2.26, N = 3SE +/- 0.89, N = 3SE +/- 1.05, N = 3SE +/- 3.23, N = 33996.334001.984002.934003.174003.51MIN: 3993.5MIN: 3997.22MIN: 3998.71MIN: 3997.67MIN: 3997.221. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPURun 1Run 4Run 3Run 5Run 27001400210028003500Min: 3995.49 / Avg: 3996.33 / Max: 3997.49Min: 3999.5 / Avg: 4001.98 / Max: 4006.5Min: 4001.17 / Avg: 4002.93 / Max: 4004.05Min: 4002.07 / Avg: 4003.17 / Max: 4005.26Min: 3999.41 / Avg: 4003.51 / Max: 4009.891. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPURun 1Run 5Run 4Run 2Run 35001000150020002500SE +/- 2.24, N = 3SE +/- 2.39, N = 3SE +/- 3.57, N = 3SE +/- 2.99, N = 3SE +/- 2.25, N = 32400.702404.972406.662407.832408.33MIN: 2394.41MIN: 2400.25MIN: 2399.54MIN: 2400.66MIN: 2401.81. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPURun 1Run 5Run 4Run 2Run 3400800120016002000Min: 2398.15 / Avg: 2400.7 / Max: 2405.17Min: 2401.81 / Avg: 2404.97 / Max: 2409.66Min: 2401.2 / Avg: 2406.66 / Max: 2413.37Min: 2401.93 / Avg: 2407.83 / Max: 2411.65Min: 2404 / Avg: 2408.33 / Max: 2411.531. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPURun 1Run 2Run 3Run 5Run 40.77471.54942.32413.09883.8735SE +/- 0.00431, N = 3SE +/- 0.00720, N = 3SE +/- 0.00191, N = 3SE +/- 0.00546, N = 3SE +/- 0.01373, N = 33.432413.437803.438323.438723.44304MIN: 3.37MIN: 3.37MIN: 3.37MIN: 3.36MIN: 3.371. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPURun 1Run 2Run 3Run 5Run 4246810Min: 3.42 / Avg: 3.43 / Max: 3.44Min: 3.42 / Avg: 3.44 / Max: 3.45Min: 3.44 / Avg: 3.44 / Max: 3.44Min: 3.43 / Avg: 3.44 / Max: 3.45Min: 3.42 / Avg: 3.44 / Max: 3.471. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPURun 1Run 4Run 3Run 5Run 29001800270036004500SE +/- 0.44, N = 3SE +/- 0.66, N = 3SE +/- 1.51, N = 3SE +/- 1.39, N = 3SE +/- 1.69, N = 33999.694000.064001.784002.254003.09MIN: 3994.32MIN: 3996.54MIN: 3998.34MIN: 3998.52MIN: 3999.471. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPURun 1Run 4Run 3Run 5Run 27001400210028003500Min: 3998.81 / Avg: 3999.69 / Max: 4000.16Min: 3998.98 / Avg: 4000.06 / Max: 4001.25Min: 3999.91 / Avg: 4001.78 / Max: 4004.77Min: 4000.69 / Avg: 4002.25 / Max: 4005.02Min: 4001.12 / Avg: 4003.09 / Max: 4006.461. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPURun 1Run 2Run 3Run 4Run 55001000150020002500SE +/- 3.11, N = 3SE +/- 1.10, N = 3SE +/- 2.74, N = 3SE +/- 5.60, N = 3SE +/- 6.42, N = 32400.582408.992409.572410.792412.10MIN: 2395.16MIN: 2404.34MIN: 2402.65MIN: 2402.03MIN: 2401.141. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPURun 1Run 2Run 3Run 4Run 5400800120016002000Min: 2396.6 / Avg: 2400.58 / Max: 2406.71Min: 2407.84 / Avg: 2408.99 / Max: 2411.19Min: 2404.09 / Avg: 2409.57 / Max: 2412.35Min: 2403.39 / Avg: 2410.79 / Max: 2421.78Min: 2402.63 / Avg: 2412.1 / Max: 2424.341. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPURun 2Run 3Run 5Run 4Run 10.66681.33362.00042.66723.334SE +/- 0.00651, N = 3SE +/- 0.00310, N = 3SE +/- 0.00143, N = 3SE +/- 0.00280, N = 3SE +/- 0.00310, N = 32.956002.956292.958662.958992.96337MIN: 2.85MIN: 2.86MIN: 2.87MIN: 2.87MIN: 2.861. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.0Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPURun 2Run 3Run 5Run 4Run 1246810Min: 2.94 / Avg: 2.96 / Max: 2.97Min: 2.95 / Avg: 2.96 / Max: 2.96Min: 2.96 / Avg: 2.96 / Max: 2.96Min: 2.95 / Avg: 2.96 / Max: 2.96Min: 2.96 / Avg: 2.96 / Max: 2.971. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread

Timed FFmpeg Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed FFmpeg Compilation 4.2.2Time To CompileRun 2Run 5Run 1Run 3Run 41632486480SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.13, N = 3SE +/- 0.04, N = 370.2670.3170.3770.4070.45
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed FFmpeg Compilation 4.2.2Time To CompileRun 2Run 5Run 1Run 3Run 41428425670Min: 70.21 / Avg: 70.26 / Max: 70.32Min: 70.2 / Avg: 70.31 / Max: 70.42Min: 70.22 / Avg: 70.37 / Max: 70.49Min: 70.23 / Avg: 70.4 / Max: 70.65Min: 70.38 / Avg: 70.45 / Max: 70.5

Build2

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.13Time To CompileRun 1Run 2Run 4Run 3306090120150SE +/- 0.23, N = 3SE +/- 1.06, N = 3SE +/- 0.61, N = 3SE +/- 0.32, N = 3151.25152.43152.91153.84
OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.13Time To CompileRun 1Run 2Run 4Run 3306090120150Min: 150.83 / Avg: 151.25 / Max: 151.6Min: 151.12 / Avg: 152.43 / Max: 154.52Min: 151.87 / Avg: 152.91 / Max: 153.97Min: 153.25 / Avg: 153.84 / Max: 154.33

Timed Eigen Compilation

This test times how long it takes to build all Eigen examples. The Eigen examples are compiled serially. Eigen is a C++ template library for linear algebra. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Eigen Compilation 3.3.9Time To CompileRun 4Run 1Run 3Run 21530456075SE +/- 0.01, N = 3SE +/- 0.14, N = 3SE +/- 0.10, N = 3SE +/- 0.09, N = 368.9068.9669.1969.28
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Eigen Compilation 3.3.9Time To CompileRun 4Run 1Run 3Run 21326395265Min: 68.89 / Avg: 68.9 / Max: 68.91Min: 68.7 / Avg: 68.96 / Max: 69.15Min: 69.04 / Avg: 69.19 / Max: 69.38Min: 69.12 / Avg: 69.28 / Max: 69.44

Monkey Audio Encoding

This test times how long it takes to encode a sample WAV file to Monkey's Audio APE format. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterMonkey Audio Encoding 3.99.6WAV To APERun 3Run 1Run 2Run 43691215SE +/- 0.02, N = 5SE +/- 0.01, N = 5SE +/- 0.02, N = 5SE +/- 0.02, N = 510.5010.5010.5210.541. (CXX) g++ options: -O3 -pedantic -rdynamic -lrt
OpenBenchmarking.orgSeconds, Fewer Is BetterMonkey Audio Encoding 3.99.6WAV To APERun 3Run 1Run 2Run 43691215Min: 10.46 / Avg: 10.5 / Max: 10.57Min: 10.47 / Avg: 10.5 / Max: 10.54Min: 10.47 / Avg: 10.52 / Max: 10.6Min: 10.48 / Avg: 10.54 / Max: 10.571. (CXX) g++ options: -O3 -pedantic -rdynamic -lrt

Opus Codec Encoding

Opus is an open audio codec. Opus is a lossy audio compression format designed primarily for interactive real-time applications over the Internet. This test uses Opus-Tools and measures the time required to encode a WAV file to Opus. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpus Codec Encoding 1.3.1WAV To Opus EncodeRun 1Run 2Run 4Run 3246810SE +/- 0.005, N = 5SE +/- 0.002, N = 5SE +/- 0.002, N = 5SE +/- 0.004, N = 57.7147.7197.7207.7331. (CXX) g++ options: -fvisibility=hidden -logg -lm
OpenBenchmarking.orgSeconds, Fewer Is BetterOpus Codec Encoding 1.3.1WAV To Opus EncodeRun 1Run 2Run 4Run 33691215Min: 7.7 / Avg: 7.71 / Max: 7.73Min: 7.71 / Avg: 7.72 / Max: 7.73Min: 7.72 / Avg: 7.72 / Max: 7.73Min: 7.72 / Avg: 7.73 / Max: 7.741. (CXX) g++ options: -fvisibility=hidden -logg -lm

Cryptsetup

This is a test profile for running the cryptsetup benchmark to report on the system's cryptography performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations Per Second, More Is BetterCryptsetupPBKDF2-sha512Run 3Run 2Run 4Run 1400K800K1200K1600K2000KSE +/- 1219.00, N = 3SE +/- 2433.33, N = 3SE +/- 7245.67, N = 3SE +/- 2099.25, N = 31958736195752219527091952660
OpenBenchmarking.orgIterations Per Second, More Is BetterCryptsetupPBKDF2-sha512Run 3Run 2Run 4Run 1300K600K900K1200K1500KMin: 1956298 / Avg: 1958736 / Max: 1959955Min: 1952655 / Avg: 1957521.67 / Max: 1959955Min: 1938218 / Avg: 1952709.33 / Max: 1959955Min: 1949026 / Avg: 1952659.67 / Max: 1956298

OpenBenchmarking.orgIterations Per Second, More Is BetterCryptsetupPBKDF2-whirlpoolRun 4Run 1Run 2Run 3200K400K600K800K1000KSE +/- 446.67, N = 3SE +/- 446.67, N = 3SE +/- 1177.68, N = 3SE +/- 445.00, N = 3837967837967837078837075
OpenBenchmarking.orgIterations Per Second, More Is BetterCryptsetupPBKDF2-whirlpoolRun 4Run 1Run 2Run 3150K300K450K600K750KMin: 837520 / Avg: 837966.67 / Max: 838860Min: 837520 / Avg: 837966.67 / Max: 838860Min: 834853 / Avg: 837077.67 / Max: 838860Min: 836185 / Avg: 837075 / Max: 837520

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 256b EncryptionRun 4Run 3Run 2Run 19001800270036004500SE +/- 16.91, N = 3SE +/- 21.60, N = 3SE +/- 20.43, N = 3SE +/- 9.43, N = 34219.84192.14175.54165.7
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 256b EncryptionRun 4Run 3Run 2Run 17001400210028003500Min: 4187.4 / Avg: 4219.8 / Max: 4244.4Min: 4157.5 / Avg: 4192.1 / Max: 4231.8Min: 4134.7 / Avg: 4175.53 / Max: 4197.4Min: 4148.7 / Avg: 4165.67 / Max: 4181.3

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 256b DecryptionRun 4Run 3Run 2Run 19001800270036004500SE +/- 15.96, N = 3SE +/- 20.84, N = 3SE +/- 19.64, N = 3SE +/- 10.13, N = 34222.04195.74187.44171.6
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 256b DecryptionRun 4Run 3Run 2Run 17001400210028003500Min: 4193.1 / Avg: 4221.97 / Max: 4248.2Min: 4164.2 / Avg: 4195.7 / Max: 4235.1Min: 4149 / Avg: 4187.43 / Max: 4213.7Min: 4152.1 / Avg: 4171.6 / Max: 4186.1

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 256b EncryptionRun 4Run 3Run 2Run 12004006008001000SE +/- 1.08, N = 3SE +/- 1.57, N = 3SE +/- 0.64, N = 3SE +/- 1.96, N = 3906.7906.6905.4902.9
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 256b EncryptionRun 4Run 3Run 2Run 1160320480640800Min: 904.6 / Avg: 906.73 / Max: 908.1Min: 903.7 / Avg: 906.6 / Max: 909.1Min: 904.6 / Avg: 905.43 / Max: 906.7Min: 899.5 / Avg: 902.93 / Max: 906.3

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 256b DecryptionRun 4Run 3Run 2Run 12004006008001000SE +/- 1.22, N = 3SE +/- 1.91, N = 3SE +/- 0.87, N = 3SE +/- 1.47, N = 3886.5885.7885.3883.9
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 256b DecryptionRun 4Run 3Run 2Run 1160320480640800Min: 884.2 / Avg: 886.47 / Max: 888.4Min: 882.1 / Avg: 885.7 / Max: 888.6Min: 884.2 / Avg: 885.27 / Max: 887Min: 881.7 / Avg: 883.9 / Max: 886.7

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 256b EncryptionRun 4Run 3Run 2Run 1110220330440550SE +/- 0.30, N = 3SE +/- 0.62, N = 3SE +/- 0.23, N = 3SE +/- 0.62, N = 3497.6497.0496.9496.0
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 256b EncryptionRun 4Run 3Run 2Run 190180270360450Min: 497 / Avg: 497.57 / Max: 498Min: 495.8 / Avg: 496.97 / Max: 497.9Min: 496.5 / Avg: 496.93 / Max: 497.3Min: 494.8 / Avg: 496.03 / Max: 496.8

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 256b DecryptionRun 4Run 3Run 2Run 1110220330440550SE +/- 0.32, N = 3SE +/- 0.35, N = 3SE +/- 0.28, N = 3SE +/- 0.12, N = 3498.6498.4497.9497.7
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 256b DecryptionRun 4Run 3Run 2Run 190180270360450Min: 498.1 / Avg: 498.63 / Max: 499.2Min: 497.8 / Avg: 498.37 / Max: 499Min: 497.3 / Avg: 497.87 / Max: 498.2Min: 497.5 / Avg: 497.73 / Max: 497.9

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 512b EncryptionRun 4Run 3Run 2Run 17001400210028003500SE +/- 10.04, N = 3SE +/- 13.74, N = 3SE +/- 12.68, N = 3SE +/- 7.41, N = 33446.73437.43425.23418.4
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 512b EncryptionRun 4Run 3Run 2Run 16001200180024003000Min: 3430.7 / Avg: 3446.7 / Max: 3465.2Min: 3413.4 / Avg: 3437.4 / Max: 3461Min: 3400 / Avg: 3425.23 / Max: 3440.1Min: 3404.2 / Avg: 3418.4 / Max: 3429.2

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 512b DecryptionRun 4Run 3Run 2Run 17001400210028003500SE +/- 10.34, N = 3SE +/- 14.10, N = 3SE +/- 14.48, N = 3SE +/- 5.75, N = 33453.63441.63430.03418.0
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupAES-XTS 512b DecryptionRun 4Run 3Run 2Run 16001200180024003000Min: 3434.1 / Avg: 3453.63 / Max: 3469.3Min: 3415 / Avg: 3441.63 / Max: 3463Min: 3401 / Avg: 3429.97 / Max: 3444.6Min: 3408.1 / Avg: 3417.97 / Max: 3428

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 512b EncryptionRun 4Run 1Run 2Run 32004006008001000SE +/- 0.90, N = 2SE +/- 0.58, N = 3SE +/- 1.20, N = 2907.4905.6905.5904.7
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 512b EncryptionRun 4Run 1Run 2Run 3160320480640800Min: 904.7 / Avg: 905.6 / Max: 906.5Min: 904.5 / Avg: 905.5 / Max: 906.5Min: 903.5 / Avg: 904.7 / Max: 905.9

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 512b DecryptionRun 4Run 3Run 2Run 12004006008001000SE +/- 0.92, N = 3SE +/- 1.72, N = 3SE +/- 1.29, N = 3SE +/- 1.13, N = 3886.1885.7885.4884.3
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupSerpent-XTS 512b DecryptionRun 4Run 3Run 2Run 1160320480640800Min: 884.3 / Avg: 886.13 / Max: 887.2Min: 883 / Avg: 885.73 / Max: 888.9Min: 883.6 / Avg: 885.4 / Max: 887.9Min: 882.3 / Avg: 884.27 / Max: 886.2

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 512b EncryptionRun 4Run 3Run 2Run 1110220330440550SE +/- 0.26, N = 3SE +/- 0.37, N = 3SE +/- 0.26, N = 3SE +/- 0.12, N = 3497.4497.1496.7496.3
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 512b EncryptionRun 4Run 3Run 2Run 190180270360450Min: 496.9 / Avg: 497.37 / Max: 497.8Min: 496.4 / Avg: 497.13 / Max: 497.6Min: 496.2 / Avg: 496.67 / Max: 497.1Min: 496.1 / Avg: 496.3 / Max: 496.5

OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 512b DecryptionRun 4Run 3Run 2Run 1110220330440550SE +/- 0.27, N = 3SE +/- 0.36, N = 3SE +/- 0.37, N = 3SE +/- 0.17, N = 3498.2498.2497.7497.3
OpenBenchmarking.orgMiB/s, More Is BetterCryptsetupTwofish-XTS 512b DecryptionRun 4Run 3Run 2Run 190180270360450Min: 497.7 / Avg: 498.23 / Max: 498.6Min: 497.5 / Avg: 498.2 / Max: 498.7Min: 497 / Avg: 497.73 / Max: 498.2Min: 497 / Avg: 497.3 / Max: 497.6

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mobilenetRun 4Run 3Run 2Run 1510152025SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.19, N = 318.7518.7918.8318.92MIN: 18.64 / MAX: 19.38MIN: 18.66 / MAX: 29.96MIN: 18.63 / MAX: 29.83MIN: 18.63 / MAX: 21.481. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mobilenetRun 4Run 3Run 2Run 1510152025Min: 18.71 / Avg: 18.75 / Max: 18.77Min: 18.74 / Avg: 18.79 / Max: 18.82Min: 18.7 / Avg: 18.83 / Max: 18.95Min: 18.72 / Avg: 18.92 / Max: 19.31. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v2-v2 - Model: mobilenet-v2Run 1Run 2Run 4Run 31.22632.45263.67894.90526.1315SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 35.385.425.435.45MIN: 5.26 / MAX: 7.22MIN: 5.26 / MAX: 7.6MIN: 5.27 / MAX: 6.85MIN: 5.31 / MAX: 26.521. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v2-v2 - Model: mobilenet-v2Run 1Run 2Run 4Run 3246810Min: 5.34 / Avg: 5.38 / Max: 5.43Min: 5.41 / Avg: 5.42 / Max: 5.42Min: 5.37 / Avg: 5.43 / Max: 5.5Min: 5.42 / Avg: 5.45 / Max: 5.51. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v3-v3 - Model: mobilenet-v3Run 1Run 3Run 2Run 40.991.982.973.964.95SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 34.334.384.394.40MIN: 4.28 / MAX: 6.45MIN: 4.31 / MAX: 5.74MIN: 4.32 / MAX: 6.93MIN: 4.28 / MAX: 5.851. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v3-v3 - Model: mobilenet-v3Run 1Run 3Run 2Run 4246810Min: 4.32 / Avg: 4.33 / Max: 4.36Min: 4.36 / Avg: 4.38 / Max: 4.4Min: 4.37 / Avg: 4.39 / Max: 4.4Min: 4.33 / Avg: 4.4 / Max: 4.491. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: shufflenet-v2Run 1Run 2Run 3Run 41.26452.5293.79355.0586.3225SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 35.575.595.615.62MIN: 5.51 / MAX: 7.11MIN: 5.53 / MAX: 7.15MIN: 5.55 / MAX: 7.02MIN: 5.54 / MAX: 7.271. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: shufflenet-v2Run 1Run 2Run 3Run 4246810Min: 5.56 / Avg: 5.57 / Max: 5.59Min: 5.58 / Avg: 5.59 / Max: 5.6Min: 5.6 / Avg: 5.61 / Max: 5.62Min: 5.59 / Avg: 5.62 / Max: 5.661. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mnasnetRun 1Run 2Run 3Run 41.00132.00263.00394.00525.0065SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 34.414.424.454.45MIN: 4.37 / MAX: 5.85MIN: 4.35 / MAX: 5.9MIN: 4.32 / MAX: 5.94MIN: 4.36 / MAX: 6.071. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mnasnetRun 1Run 2Run 3Run 4246810Min: 4.39 / Avg: 4.41 / Max: 4.42Min: 4.39 / Avg: 4.42 / Max: 4.44Min: 4.41 / Avg: 4.45 / Max: 4.47Min: 4.4 / Avg: 4.45 / Max: 4.481. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: efficientnet-b0Run 1Run 2Run 3Run 4246810SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 36.966.987.017.02MIN: 6.9 / MAX: 8.52MIN: 6.92 / MAX: 8.91MIN: 6.92 / MAX: 9.28MIN: 6.91 / MAX: 9.31. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: efficientnet-b0Run 1Run 2Run 3Run 43691215Min: 6.96 / Avg: 6.96 / Max: 6.97Min: 6.96 / Avg: 6.98 / Max: 7Min: 6.99 / Avg: 7.01 / Max: 7.05Min: 6.95 / Avg: 7.02 / Max: 7.121. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: blazefaceRun 1Run 2Run 3Run 40.39380.78761.18141.57521.969SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 31.731.751.751.75MIN: 1.71 / MAX: 1.81MIN: 1.73 / MAX: 1.81MIN: 1.72 / MAX: 1.8MIN: 1.71 / MAX: 1.841. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: blazefaceRun 1Run 2Run 3Run 4246810Min: 1.73 / Avg: 1.73 / Max: 1.74Min: 1.75 / Avg: 1.75 / Max: 1.75Min: 1.73 / Avg: 1.75 / Max: 1.76Min: 1.73 / Avg: 1.75 / Max: 1.791. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: googlenetRun 1Run 4Run 2Run 348121620SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 314.6714.6814.6914.74MIN: 14.57 / MAX: 15.94MIN: 14.57 / MAX: 15.08MIN: 14.57 / MAX: 16.9MIN: 14.58 / MAX: 16.731. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: googlenetRun 1Run 4Run 2Run 348121620Min: 14.66 / Avg: 14.67 / Max: 14.68Min: 14.67 / Avg: 14.68 / Max: 14.68Min: 14.67 / Avg: 14.69 / Max: 14.72Min: 14.7 / Avg: 14.74 / Max: 14.771. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: vgg16Run 3Run 4Run 2Run 11326395265SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.32, N = 358.2858.3258.4058.61MIN: 58.08 / MAX: 59.25MIN: 58.17 / MAX: 68.4MIN: 58.26 / MAX: 60.61MIN: 58.19 / MAX: 60.411. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: vgg16Run 3Run 4Run 2Run 11224364860Min: 58.19 / Avg: 58.28 / Max: 58.34Min: 58.3 / Avg: 58.32 / Max: 58.37Min: 58.36 / Avg: 58.4 / Max: 58.43Min: 58.28 / Avg: 58.61 / Max: 59.241. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet18Run 1Run 2Run 3Run 448121620SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 314.7314.7714.7714.79MIN: 14.66 / MAX: 15.16MIN: 14.67 / MAX: 16.15MIN: 14.66 / MAX: 24.85MIN: 14.68 / MAX: 24.821. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet18Run 1Run 2Run 3Run 448121620Min: 14.71 / Avg: 14.73 / Max: 14.75Min: 14.76 / Avg: 14.77 / Max: 14.78Min: 14.73 / Avg: 14.77 / Max: 14.82Min: 14.73 / Avg: 14.79 / Max: 14.821. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: alexnetRun 4Run 2Run 3Run 13691215SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.12, N = 312.3312.3612.3612.47MIN: 12.26 / MAX: 14.31MIN: 12.28 / MAX: 20.73MIN: 12.29 / MAX: 14.58MIN: 12.29 / MAX: 12.781. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: alexnetRun 4Run 2Run 3Run 148121620Min: 12.32 / Avg: 12.33 / Max: 12.34Min: 12.34 / Avg: 12.36 / Max: 12.39Min: 12.34 / Avg: 12.36 / Max: 12.39Min: 12.33 / Avg: 12.47 / Max: 12.711. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet50Run 4Run 2Run 3Run 1714212835SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.08, N = 329.2729.3029.3129.37MIN: 29.05 / MAX: 30.73MIN: 29.05 / MAX: 29.95MIN: 29.06 / MAX: 30.11MIN: 29 / MAX: 40.81. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet50Run 4Run 2Run 3Run 1714212835Min: 29.26 / Avg: 29.27 / Max: 29.29Min: 29.24 / Avg: 29.3 / Max: 29.4Min: 29.29 / Avg: 29.31 / Max: 29.35Min: 29.23 / Avg: 29.37 / Max: 29.521. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: yolov4-tinyRun 4Run 2Run 3Run 1612182430SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.08, N = 3SE +/- 0.28, N = 327.0827.1727.1727.40MIN: 26.94 / MAX: 27.7MIN: 27.05 / MAX: 28.72MIN: 26.94 / MAX: 39.56MIN: 27.03 / MAX: 37.671. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: yolov4-tinyRun 4Run 2Run 3Run 1612182430Min: 27.03 / Avg: 27.08 / Max: 27.16Min: 27.13 / Avg: 27.17 / Max: 27.21Min: 27.06 / Avg: 27.17 / Max: 27.33Min: 27.09 / Avg: 27.4 / Max: 27.961. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: squeezenet_ssdRun 2Run 4Run 3Run 1510152025SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.19, N = 319.5819.6019.6219.77MIN: 19.47 / MAX: 20.3MIN: 19.5 / MAX: 20.14MIN: 19.54 / MAX: 20.44MIN: 19.46 / MAX: 22.681. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: squeezenet_ssdRun 2Run 4Run 3Run 1510152025Min: 19.54 / Avg: 19.58 / Max: 19.61Min: 19.54 / Avg: 19.6 / Max: 19.65Min: 19.6 / Avg: 19.62 / Max: 19.66Min: 19.52 / Avg: 19.77 / Max: 20.151. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: regnety_400mRun 1Run 2Run 3Run 43691215SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.13, N = 312.5012.6012.7012.79MIN: 12.45 / MAX: 12.64MIN: 12.54 / MAX: 14.7MIN: 12.61 / MAX: 13.45MIN: 12.59 / MAX: 24.331. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: regnety_400mRun 1Run 2Run 3Run 448121620Min: 12.49 / Avg: 12.5 / Max: 12.51Min: 12.58 / Avg: 12.6 / Max: 12.64Min: 12.66 / Avg: 12.7 / Max: 12.76Min: 12.64 / Avg: 12.79 / Max: 13.051. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mobilenetRun 2Run 1Run 3Run 4510152025SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 318.6818.7118.7418.79MIN: 18.58 / MAX: 19.38MIN: 18.62 / MAX: 19.29MIN: 18.64 / MAX: 21.24MIN: 18.64 / MAX: 19.361. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mobilenetRun 2Run 1Run 3Run 4510152025Min: 18.65 / Avg: 18.68 / Max: 18.7Min: 18.68 / Avg: 18.71 / Max: 18.73Min: 18.73 / Avg: 18.74 / Max: 18.76Min: 18.72 / Avg: 18.79 / Max: 18.911. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2Run 1Run 2Run 3Run 41.21952.4393.65854.8786.0975SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 35.415.415.415.42MIN: 5.33 / MAX: 6.85MIN: 5.32 / MAX: 6.88MIN: 5.29 / MAX: 7.33MIN: 5.33 / MAX: 6.871. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2Run 1Run 2Run 3Run 4246810Min: 5.38 / Avg: 5.41 / Max: 5.42Min: 5.41 / Avg: 5.41 / Max: 5.41Min: 5.38 / Avg: 5.41 / Max: 5.43Min: 5.41 / Avg: 5.42 / Max: 5.431. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3Run 4Run 2Run 3Run 10.9811.9622.9433.9244.905SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 34.344.354.354.36MIN: 4.26 / MAX: 5.88MIN: 4.31 / MAX: 6.24MIN: 4.27 / MAX: 5.88MIN: 4.31 / MAX: 6.571. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3Run 4Run 2Run 3Run 1246810Min: 4.31 / Avg: 4.34 / Max: 4.36Min: 4.34 / Avg: 4.35 / Max: 4.36Min: 4.32 / Avg: 4.35 / Max: 4.39Min: 4.35 / Avg: 4.36 / Max: 4.391. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: shufflenet-v2Run 2Run 4Run 3Run 11.26232.52463.78695.04926.3115SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 35.575.575.585.61MIN: 5.5 / MAX: 7.35MIN: 5.51 / MAX: 7.22MIN: 5.5 / MAX: 7.67MIN: 5.54 / MAX: 14.911. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: shufflenet-v2Run 2Run 4Run 3Run 1246810Min: 5.56 / Avg: 5.57 / Max: 5.58Min: 5.56 / Avg: 5.57 / Max: 5.57Min: 5.54 / Avg: 5.58 / Max: 5.62Min: 5.57 / Avg: 5.61 / Max: 5.661. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mnasnetRun 3Run 4Run 2Run 10.9991.9982.9973.9964.995SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 34.404.414.434.44MIN: 4.34 / MAX: 13.67MIN: 4.31 / MAX: 5.97MIN: 4.37 / MAX: 6.76MIN: 4.38 / MAX: 5.971. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: mnasnetRun 3Run 4Run 2Run 1246810Min: 4.4 / Avg: 4.43 / Max: 4.5Min: 4.39 / Avg: 4.41 / Max: 4.44Min: 4.42 / Avg: 4.43 / Max: 4.45Min: 4.41 / Avg: 4.44 / Max: 4.451. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: efficientnet-b0Run 4Run 2Run 1Run 3246810SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 36.936.976.986.98MIN: 6.85 / MAX: 8.38MIN: 6.87 / MAX: 18.11MIN: 6.92 / MAX: 8.43MIN: 6.87 / MAX: 9.151. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: efficientnet-b0Run 4Run 2Run 1Run 33691215Min: 6.9 / Avg: 6.93 / Max: 6.98Min: 6.96 / Avg: 6.97 / Max: 7Min: 6.97 / Avg: 6.98 / Max: 6.99Min: 6.92 / Avg: 6.98 / Max: 7.011. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: blazefaceRun 2Run 3Run 4Run 10.39380.78761.18141.57521.969SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 31.741.741.741.75MIN: 1.7 / MAX: 1.79MIN: 1.71 / MAX: 1.94MIN: 1.71 / MAX: 1.98MIN: 1.72 / MAX: 1.81. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: blazefaceRun 2Run 3Run 4Run 1246810Min: 1.73 / Avg: 1.74 / Max: 1.75Min: 1.73 / Avg: 1.74 / Max: 1.75Min: 1.73 / Avg: 1.74 / Max: 1.75Min: 1.74 / Avg: 1.75 / Max: 1.751. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: googlenetRun 2Run 1Run 3Run 448121620SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 314.6614.6814.7014.72MIN: 14.52 / MAX: 16.88MIN: 14.54 / MAX: 25.94MIN: 14.56 / MAX: 15.51MIN: 14.56 / MAX: 25.791. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: googlenetRun 2Run 1Run 3Run 448121620Min: 14.64 / Avg: 14.66 / Max: 14.67Min: 14.66 / Avg: 14.68 / Max: 14.72Min: 14.68 / Avg: 14.7 / Max: 14.73Min: 14.67 / Avg: 14.72 / Max: 14.771. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: vgg16Run 2Run 4Run 1Run 31326395265SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 358.3058.3258.3358.35MIN: 58.12 / MAX: 68.55MIN: 58.16 / MAX: 61.68MIN: 58.15 / MAX: 60.62MIN: 58.2 / MAX: 60.461. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: vgg16Run 2Run 4Run 1Run 31224364860Min: 58.25 / Avg: 58.3 / Max: 58.34Min: 58.28 / Avg: 58.32 / Max: 58.36Min: 58.26 / Avg: 58.33 / Max: 58.4Min: 58.31 / Avg: 58.35 / Max: 58.391. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet18Run 1Run 2Run 3Run 448121620SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 314.7614.7614.7614.83MIN: 14.67 / MAX: 18.18MIN: 14.66 / MAX: 16.63MIN: 14.68 / MAX: 16.83MIN: 14.67 / MAX: 25.641. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet18Run 1Run 2Run 3Run 448121620Min: 14.75 / Avg: 14.76 / Max: 14.76Min: 14.74 / Avg: 14.76 / Max: 14.78Min: 14.75 / Avg: 14.76 / Max: 14.78Min: 14.77 / Avg: 14.83 / Max: 14.911. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: alexnetRun 2Run 3Run 1Run 43691215SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 312.3212.3412.3612.36MIN: 12.26 / MAX: 13.66MIN: 12.28 / MAX: 12.44MIN: 12.28 / MAX: 21.63MIN: 12.28 / MAX: 13.891. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: alexnetRun 2Run 3Run 1Run 448121620Min: 12.32 / Avg: 12.32 / Max: 12.33Min: 12.32 / Avg: 12.34 / Max: 12.37Min: 12.33 / Avg: 12.36 / Max: 12.4Min: 12.32 / Avg: 12.36 / Max: 12.411. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet50Run 2Run 1Run 3Run 4714212835SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 329.2429.2529.2729.29MIN: 29.02 / MAX: 30.35MIN: 29.01 / MAX: 29.85MIN: 29.06 / MAX: 30.01MIN: 28.98 / MAX: 39.971. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: resnet50Run 2Run 1Run 3Run 4612182430Min: 29.22 / Avg: 29.24 / Max: 29.25Min: 29.22 / Avg: 29.25 / Max: 29.29Min: 29.26 / Avg: 29.27 / Max: 29.28Min: 29.24 / Avg: 29.29 / Max: 29.341. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: yolov4-tinyRun 2Run 1Run 4Run 3612182430SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 327.0527.0827.0827.11MIN: 26.91 / MAX: 38.4MIN: 26.93 / MAX: 29.45MIN: 26.96 / MAX: 27.83MIN: 27 / MAX: 38.461. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: yolov4-tinyRun 2Run 1Run 4Run 3612182430Min: 27.03 / Avg: 27.05 / Max: 27.06Min: 27.01 / Avg: 27.08 / Max: 27.12Min: 27.05 / Avg: 27.08 / Max: 27.11Min: 27.09 / Avg: 27.11 / Max: 27.131. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: squeezenet_ssdRun 1Run 4Run 2Run 3510152025SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 319.5319.5319.5519.56MIN: 19.45 / MAX: 20.6MIN: 19.43 / MAX: 20.99MIN: 19.47 / MAX: 20.15MIN: 19.47 / MAX: 20.211. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: squeezenet_ssdRun 1Run 4Run 2Run 3510152025Min: 19.51 / Avg: 19.53 / Max: 19.54Min: 19.49 / Avg: 19.53 / Max: 19.59Min: 19.53 / Avg: 19.55 / Max: 19.56Min: 19.51 / Avg: 19.56 / Max: 19.621. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: regnety_400mRun 2Run 4Run 3Run 13691215SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.08, N = 3SE +/- 0.03, N = 312.5612.6012.6312.66MIN: 12.47 / MAX: 14.7MIN: 12.49 / MAX: 14.8MIN: 12.44 / MAX: 14.97MIN: 12.57 / MAX: 14.711. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: Vulkan GPU - Model: regnety_400mRun 2Run 4Run 3Run 148121620Min: 12.53 / Avg: 12.56 / Max: 12.58Min: 12.55 / Avg: 12.6 / Max: 12.68Min: 12.49 / Avg: 12.63 / Max: 12.78Min: 12.61 / Avg: 12.66 / Max: 12.711. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

WavPack Audio Encoding

This test times how long it takes to encode a sample WAV file to WavPack format with very high quality settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterWavPack Audio Encoding 5.3WAV To WavPackRun 3Run 4Run 1Run 23691215SE +/- 0.00, N = 5SE +/- 0.00, N = 5SE +/- 0.00, N = 5SE +/- 0.02, N = 513.4813.4813.4913.511. (CXX) g++ options: -rdynamic
OpenBenchmarking.orgSeconds, Fewer Is BetterWavPack Audio Encoding 5.3WAV To WavPackRun 3Run 4Run 1Run 248121620Min: 13.47 / Avg: 13.48 / Max: 13.5Min: 13.47 / Avg: 13.48 / Max: 13.49Min: 13.48 / Avg: 13.49 / Max: 13.5Min: 13.47 / Avg: 13.51 / Max: 13.591. (CXX) g++ options: -rdynamic

Unpacking Firefox

This simple test profile measures how long it takes to extract the .tar.xz source package of the Mozilla Firefox Web Browser. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterUnpacking Firefox 84.0Extracting: firefox-84.0.source.tar.xzRun 4Run 3Run 2Run 148121620SE +/- 0.01, N = 4SE +/- 0.01, N = 4SE +/- 0.03, N = 4SE +/- 0.05, N = 415.9716.0216.0316.11
OpenBenchmarking.orgSeconds, Fewer Is BetterUnpacking Firefox 84.0Extracting: firefox-84.0.source.tar.xzRun 4Run 3Run 2Run 148121620Min: 15.95 / Avg: 15.97 / Max: 16.01Min: 15.99 / Avg: 16.02 / Max: 16.06Min: 15.98 / Avg: 16.03 / Max: 16.1Min: 16.02 / Avg: 16.1 / Max: 16.25

76 Results Shown

VkResample:
  2x - Double
  2x - Single
VKMark:
  1920 x 1080
  1920 x 1200
  2560 x 1440
  3840 x 2160
CLOMP
oneDNN:
  IP Shapes 1D - f32 - CPU
  IP Shapes 3D - f32 - CPU
  IP Shapes 1D - u8s8f32 - CPU
  IP Shapes 3D - u8s8f32 - CPU
  Convolution Batch Shapes Auto - f32 - CPU
  Deconvolution Batch shapes_1d - f32 - CPU
  Deconvolution Batch shapes_3d - f32 - CPU
  Convolution Batch Shapes Auto - u8s8f32 - CPU
  Deconvolution Batch shapes_1d - u8s8f32 - CPU
  Deconvolution Batch shapes_3d - u8s8f32 - CPU
  Recurrent Neural Network Training - f32 - CPU
  Recurrent Neural Network Inference - f32 - CPU
  Recurrent Neural Network Training - u8s8f32 - CPU
  Recurrent Neural Network Inference - u8s8f32 - CPU
  Matrix Multiply Batch Shapes Transformer - f32 - CPU
  Recurrent Neural Network Training - bf16bf16bf16 - CPU
  Recurrent Neural Network Inference - bf16bf16bf16 - CPU
  Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPU
Timed FFmpeg Compilation
Build2
Timed Eigen Compilation
Monkey Audio Encoding
Opus Codec Encoding
Cryptsetup:
  PBKDF2-sha512
  PBKDF2-whirlpool
  AES-XTS 256b Encryption
  AES-XTS 256b Decryption
  Serpent-XTS 256b Encryption
  Serpent-XTS 256b Decryption
  Twofish-XTS 256b Encryption
  Twofish-XTS 256b Decryption
  AES-XTS 512b Encryption
  AES-XTS 512b Decryption
  Serpent-XTS 512b Encryption
  Serpent-XTS 512b Decryption
  Twofish-XTS 512b Encryption
  Twofish-XTS 512b Decryption
NCNN:
  CPU - mobilenet
  CPU-v2-v2 - mobilenet-v2
  CPU-v3-v3 - mobilenet-v3
  CPU - shufflenet-v2
  CPU - mnasnet
  CPU - efficientnet-b0
  CPU - blazeface
  CPU - googlenet
  CPU - vgg16
  CPU - resnet18
  CPU - alexnet
  CPU - resnet50
  CPU - yolov4-tiny
  CPU - squeezenet_ssd
  CPU - regnety_400m
  Vulkan GPU - mobilenet
  Vulkan GPU-v2-v2 - mobilenet-v2
  Vulkan GPU-v3-v3 - mobilenet-v3
  Vulkan GPU - shufflenet-v2
  Vulkan GPU - mnasnet
  Vulkan GPU - efficientnet-b0
  Vulkan GPU - blazeface
  Vulkan GPU - googlenet
  Vulkan GPU - vgg16
  Vulkan GPU - resnet18
  Vulkan GPU - alexnet
  Vulkan GPU - resnet50
  Vulkan GPU - yolov4-tiny
  Vulkan GPU - squeezenet_ssd
  Vulkan GPU - regnety_400m
WavPack Audio Encoding
Unpacking Firefox