Core i7 10700T Garage

Intel Core i7-10700T testing on Ubuntu 20.10 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2102203-HA-COREI710791
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BLAS (Basic Linear Algebra Sub-Routine) Tests 2 Tests
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February 17 2021
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February 18 2021
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February 19 2021
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Core i7 10700T GarageProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerVulkanCompilerFile-System123Intel Core i7-10700T @ 4.50GHz (8 Cores / 16 Threads)Logic Supply RXM-181 (Z01-0002A026 BIOS)Intel Comet Lake PCH2 x 16384 MB DDR4-2667MT/s M4S0-AGS1O5IK256GB TS256GMTS800(1200MHz)Realtek ALC233Intel I219-LM + Intel I210Ubuntu 20.105.8.0-43-generic (x86_64)GNOME Shell 3.38.2X Server 1.20.91.2.145GCC 10.2.0ext4OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- --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++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-gcn/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 Processor Details- Scaling Governor: intel_pstate powersave - CPU Microcode: 0xe0 - Thermald 2.3 Python Details- Python 3.8.6Security Details- itlb_multihit: KVM: Mitigation of VMX disabled + 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

123Result OverviewPhoronix Test Suite100%101%102%103%104%Quantum ESPRESSOOpenFOAMNCNNMobile Neural NetworkEtcpakNAS Parallel BenchmarksONNX RuntimeCpuminer-OptHPC ChallengeQuantLibTensorFlow LiteGoogle SynthMarkJPEG XL DecodingTNNHigh Performance Conjugate GradientNgspiceJPEG XLStream-DynamiclzbenchASKAPtoyBrot Fractal Generator

Core i7 10700T Garagestream-dynamic: - Copystream-dynamic: - Scalestream-dynamic: - Addstream-dynamic: - Triadquantlib: etcpak: DXT1etcpak: ETC1etcpak: ETC2etcpak: ETC1 + Ditheringhpcg: npb: CG.Cnpb: EP.Cnpb: EP.Dnpb: FT.Cnpb: IS.Dnpb: LU.Cnpb: MG.Chpcc: G-HPLhpcc: G-Fftehpcc: EP-DGEMMhpcc: G-Ptranshpcc: EP-STREAM Triadhpcc: G-Rand Accesshpcc: Rand Ring Latencyhpcc: Rand Ring Bandwidthhpcc: Max Ping Pong Bandwidthtoybrot: TBBtoybrot: OpenMPtoybrot: C++ Taskstoybrot: C++ Threadslzbench: XZ 0 - Compressionlzbench: XZ 0 - Decompressionlzbench: Zstd 1 - Compressionlzbench: Zstd 1 - Decompressionlzbench: Zstd 8 - Compressionlzbench: Zstd 8 - Decompressionlzbench: Crush 0 - Compressionlzbench: Crush 0 - Decompressionlzbench: Brotli 0 - Compressionlzbench: Brotli 0 - Decompressionlzbench: Brotli 2 - Compressionlzbench: Brotli 2 - Decompressionlzbench: Libdeflate 1 - Compressionopenfoam: Motorbike 30Mopenfoam: Motorbike 60Mqe: AUSURF112jpegxl: PNG - 5jpegxl: PNG - 7jpegxl: PNG - 8jpegxl: JPEG - 5jpegxl: JPEG - 7jpegxl: JPEG - 8jpegxl-decode: 1jpegxl-decode: Allngspice: C2670ngspice: C7552synthmark: VoiceMark_100cpuminer-opt: Magicpuminer-opt: x25xcpuminer-opt: Deepcoincpuminer-opt: Ringcoincpuminer-opt: Blake-2 Scpuminer-opt: Garlicoincpuminer-opt: Skeincoincpuminer-opt: Myriad-Groestlcpuminer-opt: LBC, LBRY Creditscpuminer-opt: Quad SHA-256, Pyritecpuminer-opt: Triple SHA-256, Onecoinaskap: tConvolve MT - Griddingaskap: tConvolve MT - Degriddingaskap: tConvolve MPI - Degriddingaskap: tConvolve MPI - Griddingaskap: tConvolve OpenMP - Griddingaskap: tConvolve OpenMP - Degriddingaskap: Hogbom Clean OpenMPtensorflow-lite: SqueezeNettensorflow-lite: Inception V4tensorflow-lite: NASNet Mobiletensorflow-lite: Mobilenet Floattensorflow-lite: Mobilenet Quanttensorflow-lite: Inception ResNet V2mnn: SqueezeNetV1.0mnn: resnet-v2-50mnn: MobileNetV2_224mnn: mobilenet-v1-1.0mnn: inception-v3ncnn: 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_400mtnn: CPU - MobileNet v2tnn: CPU - SqueezeNet v1.1onnx: yolov4 - OpenMP CPUonnx: bertsquad-10 - OpenMP CPUonnx: fcn-resnet101-11 - OpenMP CPUonnx: shufflenet-v2-10 - OpenMP CPUonnx: super-resolution-10 - OpenMP CPU12323494.01623515.38726716.59926676.7152092.71147.322285.588158.500266.4704.139354801.12901.18825.8611013.57774.4221579.6210209.2241.096574.180576.676082.386563.132480.029310.392821.8250013427.3527164672458721247234837102458156880168899456421576169671218255.811313.98398054.157.510.6854.1753.1323.2736.22155.96138.563115.049587.112140.66159.027603.791013.024284731256.6733400108402350347283637131198.571776.521776.961929.381360.772118.78194.175347977514084329600423395623308746168378.39344.7554.2672.90352.37625.496.215.567.365.619.402.5819.2266.4017.8915.0335.7033.9326.6318.36367.084359.5462733884312519289423515.20523520.90926664.09326628.3332086.81128.894286.157158.517263.0144.150784789.42926.89831.3411070.29779.7521621.5210272.0641.329834.194896.736212.402333.130590.029450.389561.8122913642.7477110871700717937197137102458156680168899456421577169669217250.681310.40390054.527.520.6853.8153.7023.2736.28156.71138.449114.971589.389140.95158.667553.851012.534313101211.8333380108402354046807698311198.451776.281781.041943.741342.482124.41194.427347577510747329432223389823273046075008.28844.6884.2632.87351.40925.316.195.517.295.868.962.4118.2066.3017.7614.9535.4733.8626.4217.50366.804359.4432733904312530290323532.01023570.49126664.63726631.6012082.01148.802286.181158.446267.3134.150574803.45929.91797.7711118.96780.6021676.3310288.4941.245434.176466.738622.402513.128890.029420.386051.8345813546.4177182472247722257226937102457156780168899456420577169670217250.451310.37394054.497.520.6853.7953.7023.3036.33156.67138.365114.543588.960138.89159.007645.87988.104234071215.1433187108472453048327630901198.451777.011772.991934.211360.772124.41194.177347804512404329849423490123338446071708.32844.4724.2532.87451.63825.566.155.577.375.788.872.4318.3466.5717.8814.9936.1634.3726.6017.59365.723359.34527238643123362884OpenBenchmarking.org

Stream-Dynamic

This is an open-source AMD modified copy of the Stream memory benchmark catered towards running the RAM benchmark on systems with the AMD Optimizing C/C++ Compiler (AOCC) among other by-default optimizations aiming for an easy and standardized deployment. This test profile though will attempt to fall-back to GCC / Clang for systems lacking AOCC, otherwise there is the existing "stream" test profile. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterStream-Dynamic 1.0- Copy3215K10K15K20K25KSE +/- 25.41, N = 3SE +/- 32.13, N = 3SE +/- 10.91, N = 323532.0123515.2123494.021. (CXX) g++ options: -Ofast -mcmodel=large -mavx2 -ffp-contract=fast -march=native -fopenmp
OpenBenchmarking.orgMB/s, More Is BetterStream-Dynamic 1.0- Copy3214K8K12K16K20KMin: 23482.8 / Avg: 23532.01 / Max: 23567.59Min: 23480.5 / Avg: 23515.21 / Max: 23579.39Min: 23482.24 / Avg: 23494.02 / Max: 23515.821. (CXX) g++ options: -Ofast -mcmodel=large -mavx2 -ffp-contract=fast -march=native -fopenmp

OpenBenchmarking.orgMB/s, More Is BetterStream-Dynamic 1.0- Scale3215K10K15K20K25KSE +/- 26.03, N = 3SE +/- 15.27, N = 3SE +/- 11.57, N = 323570.4923520.9123515.391. (CXX) g++ options: -Ofast -mcmodel=large -mavx2 -ffp-contract=fast -march=native -fopenmp
OpenBenchmarking.orgMB/s, More Is BetterStream-Dynamic 1.0- Scale3214K8K12K16K20KMin: 23522.52 / Avg: 23570.49 / Max: 23612Min: 23503.78 / Avg: 23520.91 / Max: 23551.36Min: 23502.29 / Avg: 23515.39 / Max: 23538.451. (CXX) g++ options: -Ofast -mcmodel=large -mavx2 -ffp-contract=fast -march=native -fopenmp

OpenBenchmarking.orgMB/s, More Is BetterStream-Dynamic 1.0- Add3216K12K18K24K30KSE +/- 0.68, N = 3SE +/- 3.13, N = 3SE +/- 51.12, N = 326664.6426664.0926716.601. (CXX) g++ options: -Ofast -mcmodel=large -mavx2 -ffp-contract=fast -march=native -fopenmp
OpenBenchmarking.orgMB/s, More Is BetterStream-Dynamic 1.0- Add3215K10K15K20K25KMin: 26663.3 / Avg: 26664.64 / Max: 26665.51Min: 26659.81 / Avg: 26664.09 / Max: 26670.18Min: 26663.78 / Avg: 26716.6 / Max: 26818.831. (CXX) g++ options: -Ofast -mcmodel=large -mavx2 -ffp-contract=fast -march=native -fopenmp

OpenBenchmarking.orgMB/s, More Is BetterStream-Dynamic 1.0- Triad3216K12K18K24K30KSE +/- 0.14, N = 3SE +/- 0.62, N = 3SE +/- 50.97, N = 326631.6026628.3326676.721. (CXX) g++ options: -Ofast -mcmodel=large -mavx2 -ffp-contract=fast -march=native -fopenmp
OpenBenchmarking.orgMB/s, More Is BetterStream-Dynamic 1.0- Triad3215K10K15K20K25KMin: 26631.38 / Avg: 26631.6 / Max: 26631.87Min: 26627.11 / Avg: 26628.33 / Max: 26629.14Min: 26622.05 / Avg: 26676.72 / Max: 26778.561. (CXX) g++ options: -Ofast -mcmodel=large -mavx2 -ffp-contract=fast -march=native -fopenmp

QuantLib

QuantLib is an open-source library/framework around quantitative finance for modeling, trading and risk management scenarios. QuantLib is written in C++ with Boost and its built-in benchmark used reports the QuantLib Benchmark Index benchmark score. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMFLOPS, More Is BetterQuantLib 1.21321400800120016002000SE +/- 26.47, N = 3SE +/- 29.40, N = 3SE +/- 22.63, N = 42082.02086.82092.71. (CXX) g++ options: -O3 -march=native -rdynamic
OpenBenchmarking.orgMFLOPS, More Is BetterQuantLib 1.21321400800120016002000Min: 2029.2 / Avg: 2082.03 / Max: 2111.4Min: 2028 / Avg: 2086.8 / Max: 2116.5Min: 2025.2 / Avg: 2092.65 / Max: 2119.71. (CXX) g++ options: -O3 -march=native -rdynamic

Etcpak

Etcpack is the self-proclaimed "fastest ETC compressor on the planet" with focused on providing open-source, very fast ETC and S3 texture compression support. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: DXT13212004006008001000SE +/- 0.60, N = 3SE +/- 13.79, N = 4SE +/- 1.42, N = 31148.801128.891147.321. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread
OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: DXT13212004006008001000Min: 1148 / Avg: 1148.8 / Max: 1149.98Min: 1087.65 / Avg: 1128.89 / Max: 1144.71Min: 1144.49 / Avg: 1147.32 / Max: 1148.881. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread

OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: ETC132160120180240300SE +/- 0.65, N = 3SE +/- 0.62, N = 3SE +/- 0.76, N = 3286.18286.16285.591. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread
OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: ETC132150100150200250Min: 285.03 / Avg: 286.18 / Max: 287.3Min: 285.03 / Avg: 286.16 / Max: 287.18Min: 284.81 / Avg: 285.59 / Max: 287.121. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread

OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: ETC23214080120160200SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3158.45158.52158.501. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread
OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: ETC2321306090120150Min: 158.3 / Avg: 158.45 / Max: 158.52Min: 158.46 / Avg: 158.52 / Max: 158.61Min: 158.44 / Avg: 158.5 / Max: 158.571. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread

OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: ETC1 + Dithering32160120180240300SE +/- 0.39, N = 3SE +/- 4.66, N = 12SE +/- 1.29, N = 3267.31263.01266.471. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread
OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: ETC1 + Dithering32150100150200250Min: 266.53 / Avg: 267.31 / Max: 267.73Min: 211.82 / Avg: 263.01 / Max: 268.07Min: 263.88 / Avg: 266.47 / Max: 267.831. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread

High Performance Conjugate Gradient

HPCG is the High Performance Conjugate Gradient and is a new scientific benchmark from Sandia National Lans focused for super-computer testing with modern real-world workloads compared to HPCC. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.13210.93391.86782.80173.73564.6695SE +/- 0.00095, N = 3SE +/- 0.00178, N = 3SE +/- 0.00143, N = 34.150574.150784.139351. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi
OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1321246810Min: 4.15 / Avg: 4.15 / Max: 4.15Min: 4.15 / Avg: 4.15 / Max: 4.15Min: 4.14 / Avg: 4.14 / Max: 4.141. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -pthread -lmpi_cxx -lmpi

NAS Parallel Benchmarks

NPB, NAS Parallel Benchmarks, is a benchmark developed by NASA for high-end computer systems. This test profile currently uses the MPI version of NPB. This test profile offers selecting the different NPB tests/problems and varying problem sizes. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: CG.C32110002000300040005000SE +/- 14.38, N = 3SE +/- 13.02, N = 3SE +/- 47.86, N = 34803.454789.424801.121. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.0.3
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: CG.C3218001600240032004000Min: 4786.85 / Avg: 4803.45 / Max: 4832.08Min: 4775.98 / Avg: 4789.42 / Max: 4815.46Min: 4743.38 / Avg: 4801.12 / Max: 4896.11. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.0.3

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.C3212004006008001000SE +/- 9.99, N = 15SE +/- 9.33, N = 15SE +/- 15.92, N = 15929.91926.89901.181. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.0.3
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.C321160320480640800Min: 851.71 / Avg: 929.91 / Max: 1033.9Min: 873.75 / Avg: 926.89 / Max: 1035.72Min: 831.87 / Avg: 901.18 / Max: 1074.21. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.0.3

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.D3212004006008001000SE +/- 2.04, N = 3SE +/- 3.14, N = 3SE +/- 2.34, N = 3797.77831.34825.861. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.0.3
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.D321150300450600750Min: 794.41 / Avg: 797.77 / Max: 801.44Min: 827.23 / Avg: 831.34 / Max: 837.52Min: 823.1 / Avg: 825.86 / Max: 830.521. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.0.3

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: FT.C3212K4K6K8K10KSE +/- 76.04, N = 3SE +/- 65.81, N = 3SE +/- 63.58, N = 311118.9611070.2911013.571. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.0.3
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: FT.C3212K4K6K8K10KMin: 11016.69 / Avg: 11118.96 / Max: 11267.56Min: 10950.03 / Avg: 11070.29 / Max: 11176.75Min: 10913.86 / Avg: 11013.57 / Max: 11131.771. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.0.3

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: IS.D3212004006008001000SE +/- 4.42, N = 3SE +/- 5.84, N = 3SE +/- 4.53, N = 3780.60779.75774.421. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.0.3
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: IS.D321140280420560700Min: 774.78 / Avg: 780.6 / Max: 789.27Min: 773.2 / Avg: 779.75 / Max: 791.41Min: 768.18 / Avg: 774.42 / Max: 783.221. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.0.3

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.C3215K10K15K20K25KSE +/- 43.98, N = 3SE +/- 67.23, N = 3SE +/- 52.44, N = 321676.3321621.5221579.621. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.0.3
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.C3214K8K12K16K20KMin: 21606.85 / Avg: 21676.33 / Max: 21757.78Min: 21541.45 / Avg: 21621.52 / Max: 21755.1Min: 21500.23 / Avg: 21579.62 / Max: 21678.681. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.0.3

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: MG.C3212K4K6K8K10KSE +/- 21.97, N = 3SE +/- 12.11, N = 3SE +/- 35.04, N = 310288.4910272.0610209.221. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.0.3
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: MG.C3212K4K6K8K10KMin: 10248.97 / Avg: 10288.49 / Max: 10324.9Min: 10250.84 / Avg: 10272.06 / Max: 10292.79Min: 10145.79 / Avg: 10209.22 / Max: 10266.731. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.0.3

HPC Challenge

HPC Challenge (HPCC) is a cluster-focused benchmark consisting of the HPL Linpack TPP benchmark, DGEMM, STREAM, PTRANS, RandomAccess, FFT, and communication bandwidth and latency. This HPC Challenge test profile attempts to ship with standard yet versatile configuration/input files though they can be modified. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is BetterHPC Challenge 1.5.0Test / Class: G-HPL321918273645SE +/- 0.14, N = 3SE +/- 0.13, N = 3SE +/- 0.14, N = 341.2541.3341.101. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops2. ATLAS + Open MPI 4.0.3
OpenBenchmarking.orgGFLOPS, More Is BetterHPC Challenge 1.5.0Test / Class: G-HPL321918273645Min: 41.1 / Avg: 41.25 / Max: 41.52Min: 41.09 / Avg: 41.33 / Max: 41.53Min: 40.88 / Avg: 41.1 / Max: 41.371. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops2. ATLAS + Open MPI 4.0.3

OpenBenchmarking.orgGFLOPS, More Is BetterHPC Challenge 1.5.0Test / Class: G-Ffte3210.94391.88782.83173.77564.7195SE +/- 0.00949, N = 3SE +/- 0.00931, N = 3SE +/- 0.00966, N = 34.176464.194894.180571. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops2. ATLAS + Open MPI 4.0.3
OpenBenchmarking.orgGFLOPS, More Is BetterHPC Challenge 1.5.0Test / Class: G-Ffte321246810Min: 4.16 / Avg: 4.18 / Max: 4.19Min: 4.18 / Avg: 4.19 / Max: 4.21Min: 4.17 / Avg: 4.18 / Max: 4.21. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops2. ATLAS + Open MPI 4.0.3

OpenBenchmarking.orgGFLOPS, More Is BetterHPC Challenge 1.5.0Test / Class: EP-DGEMM321246810SE +/- 0.02214, N = 3SE +/- 0.03149, N = 3SE +/- 0.02863, N = 36.738626.736216.676081. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops2. ATLAS + Open MPI 4.0.3
OpenBenchmarking.orgGFLOPS, More Is BetterHPC Challenge 1.5.0Test / Class: EP-DGEMM3213691215Min: 6.71 / Avg: 6.74 / Max: 6.78Min: 6.7 / Avg: 6.74 / Max: 6.8Min: 6.63 / Avg: 6.68 / Max: 6.731. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops2. ATLAS + Open MPI 4.0.3

OpenBenchmarking.orgGB/s, More Is BetterHPC Challenge 1.5.0Test / Class: G-Ptrans3210.54061.08121.62182.16242.703SE +/- 0.00438, N = 3SE +/- 0.00413, N = 3SE +/- 0.00306, N = 32.402512.402332.386561. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops2. ATLAS + Open MPI 4.0.3
OpenBenchmarking.orgGB/s, More Is BetterHPC Challenge 1.5.0Test / Class: G-Ptrans321246810Min: 2.4 / Avg: 2.4 / Max: 2.41Min: 2.4 / Avg: 2.4 / Max: 2.41Min: 2.38 / Avg: 2.39 / Max: 2.391. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops2. ATLAS + Open MPI 4.0.3

OpenBenchmarking.orgGB/s, More Is BetterHPC Challenge 1.5.0Test / Class: EP-STREAM Triad3210.70481.40962.11442.81923.524SE +/- 0.00311, N = 3SE +/- 0.00218, N = 3SE +/- 0.00220, N = 33.128893.130593.132481. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops2. ATLAS + Open MPI 4.0.3
OpenBenchmarking.orgGB/s, More Is BetterHPC Challenge 1.5.0Test / Class: EP-STREAM Triad321246810Min: 3.12 / Avg: 3.13 / Max: 3.14Min: 3.13 / Avg: 3.13 / Max: 3.13Min: 3.13 / Avg: 3.13 / Max: 3.141. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops2. ATLAS + Open MPI 4.0.3

OpenBenchmarking.orgGUP/s, More Is BetterHPC Challenge 1.5.0Test / Class: G-Random Access3210.00660.01320.01980.02640.033SE +/- 0.00015, N = 3SE +/- 0.00012, N = 3SE +/- 0.00064, N = 30.029420.029450.029311. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops2. ATLAS + Open MPI 4.0.3
OpenBenchmarking.orgGUP/s, More Is BetterHPC Challenge 1.5.0Test / Class: G-Random Access32112345Min: 0.03 / Avg: 0.03 / Max: 0.03Min: 0.03 / Avg: 0.03 / Max: 0.03Min: 0.03 / Avg: 0.03 / Max: 0.031. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops2. ATLAS + Open MPI 4.0.3

OpenBenchmarking.orgusecs, Fewer Is BetterHPC Challenge 1.5.0Test / Class: Random Ring Latency3210.08840.17680.26520.35360.442SE +/- 0.00374, N = 3SE +/- 0.00047, N = 3SE +/- 0.00046, N = 30.386050.389560.392821. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops2. ATLAS + Open MPI 4.0.3
OpenBenchmarking.orgusecs, Fewer Is BetterHPC Challenge 1.5.0Test / Class: Random Ring Latency32112345Min: 0.38 / Avg: 0.39 / Max: 0.39Min: 0.39 / Avg: 0.39 / Max: 0.39Min: 0.39 / Avg: 0.39 / Max: 0.391. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops2. ATLAS + Open MPI 4.0.3

OpenBenchmarking.orgGB/s, More Is BetterHPC Challenge 1.5.0Test / Class: Random Ring Bandwidth3210.41280.82561.23841.65122.064SE +/- 0.00756, N = 3SE +/- 0.01081, N = 3SE +/- 0.00583, N = 31.834581.812291.825001. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops2. ATLAS + Open MPI 4.0.3
OpenBenchmarking.orgGB/s, More Is BetterHPC Challenge 1.5.0Test / Class: Random Ring Bandwidth321246810Min: 1.82 / Avg: 1.83 / Max: 1.84Min: 1.8 / Avg: 1.81 / Max: 1.83Min: 1.82 / Avg: 1.82 / Max: 1.841. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops2. ATLAS + Open MPI 4.0.3

OpenBenchmarking.orgMB/s, More Is BetterHPC Challenge 1.5.0Test / Class: Max Ping Pong Bandwidth3213K6K9K12K15KSE +/- 37.98, N = 3SE +/- 60.56, N = 3SE +/- 237.99, N = 313546.4213642.7513427.351. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops2. ATLAS + Open MPI 4.0.3
OpenBenchmarking.orgMB/s, More Is BetterHPC Challenge 1.5.0Test / Class: Max Ping Pong Bandwidth3212K4K6K8K10KMin: 13482.45 / Avg: 13546.42 / Max: 13613.87Min: 13528.46 / Avg: 13642.75 / Max: 13734.61Min: 13025.37 / Avg: 13427.35 / Max: 13849.071. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops2. ATLAS + Open MPI 4.0.3

toyBrot Fractal Generator

ToyBrot is a Mandelbrot fractal generator supporting C++ threads/tasks, OpenMP, Intel Threaded Building Blocks (TBB), and other targets. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BettertoyBrot Fractal Generator 2020-11-18Implementation: TBB32115K30K45K60K75KSE +/- 835.11, N = 4SE +/- 759.96, N = 4SE +/- 628.40, N = 37182471108716461. (CXX) g++ options: -O3 -lpthread
OpenBenchmarking.orgms, Fewer Is BettertoyBrot Fractal Generator 2020-11-18Implementation: TBB32112K24K36K48K60KMin: 69413 / Avg: 71824.25 / Max: 73194Min: 68923 / Avg: 71108 / Max: 72449Min: 70396 / Avg: 71646 / Max: 723841. (CXX) g++ options: -O3 -lpthread

OpenBenchmarking.orgms, Fewer Is BettertoyBrot Fractal Generator 2020-11-18Implementation: OpenMP32116K32K48K64K80KSE +/- 545.83, N = 3SE +/- 433.05, N = 3SE +/- 483.65, N = 37224771700724581. (CXX) g++ options: -O3 -lpthread
OpenBenchmarking.orgms, Fewer Is BettertoyBrot Fractal Generator 2020-11-18Implementation: OpenMP32113K26K39K52K65KMin: 71158 / Avg: 72246.67 / Max: 72861Min: 70834 / Avg: 71699.67 / Max: 72156Min: 71497 / Avg: 72458 / Max: 730341. (CXX) g++ options: -O3 -lpthread

OpenBenchmarking.orgms, Fewer Is BettertoyBrot Fractal Generator 2020-11-18Implementation: C++ Tasks32115K30K45K60K75KSE +/- 332.79, N = 3SE +/- 498.50, N = 3SE +/- 435.66, N = 37222571793721241. (CXX) g++ options: -O3 -lpthread
OpenBenchmarking.orgms, Fewer Is BettertoyBrot Fractal Generator 2020-11-18Implementation: C++ Tasks32113K26K39K52K65KMin: 71564 / Avg: 72225.33 / Max: 72621Min: 70806 / Avg: 71792.67 / Max: 72410Min: 71256 / Avg: 72124.33 / Max: 726211. (CXX) g++ options: -O3 -lpthread

OpenBenchmarking.orgms, Fewer Is BettertoyBrot Fractal Generator 2020-11-18Implementation: C++ Threads32115K30K45K60K75KSE +/- 439.23, N = 3SE +/- 560.86, N = 3SE +/- 476.52, N = 37226971971723481. (CXX) g++ options: -O3 -lpthread
OpenBenchmarking.orgms, Fewer Is BettertoyBrot Fractal Generator 2020-11-18Implementation: C++ Threads32113K26K39K52K65KMin: 71391 / Avg: 72268.67 / Max: 72740Min: 70855 / Avg: 71971 / Max: 72627Min: 71395 / Avg: 72348 / Max: 728321. (CXX) g++ options: -O3 -lpthread

lzbench

lzbench is an in-memory benchmark of various compressors. The file used for compression is a Linux kernel source tree tarball. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: XZ 0 - Process: Compression3219182736453737371. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: XZ 0 - Process: Decompression321204060801001021021021. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 1 - Process: Compression321100200300400500SE +/- 0.88, N = 3SE +/- 0.33, N = 34574584581. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 1 - Process: Compression32180160240320400Min: 455 / Avg: 456.67 / Max: 458Min: 457 / Avg: 457.67 / Max: 4581. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 1 - Process: Decompression32130060090012001500SE +/- 0.58, N = 3SE +/- 1.20, N = 3SE +/- 0.33, N = 31567156615681. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 1 - Process: Decompression32130060090012001500Min: 1566 / Avg: 1567 / Max: 1568Min: 1564 / Avg: 1566.33 / Max: 1568Min: 1567 / Avg: 1567.67 / Max: 15681. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 8 - Process: Compression321204060801008080801. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 8 - Process: Decompression321400800120016002000SE +/- 1.53, N = 3SE +/- 1.00, N = 31688168816881. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 8 - Process: Decompression32130060090012001500Min: 1685 / Avg: 1688 / Max: 1690Min: 1686 / Avg: 1688 / Max: 16891. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Crush 0 - Process: Compression32120406080100SE +/- 0.67, N = 3SE +/- 0.67, N = 39999991. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Crush 0 - Process: Compression32120406080100Min: 98 / Avg: 99.33 / Max: 100Min: 98 / Avg: 98.67 / Max: 1001. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Crush 0 - Process: Decompression3211002003004005004564564561. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Brotli 0 - Process: Compression321901802703604504204214211. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Brotli 0 - Process: Decompression321120240360480600SE +/- 0.67, N = 35775775761. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Brotli 0 - Process: Decompression321100200300400500Min: 576 / Avg: 576.67 / Max: 5781. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Brotli 2 - Process: Compression32140801201602001691691691. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Brotli 2 - Process: Decompression321140280420560700SE +/- 0.67, N = 3SE +/- 0.33, N = 36706696711. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Brotli 2 - Process: Decompression321120240360480600Min: 669 / Avg: 670.33 / Max: 671Min: 670 / Avg: 670.67 / Max: 6711. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Libdeflate 1 - Process: Compression32150100150200250SE +/- 0.33, N = 32172172181. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3
OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Libdeflate 1 - Process: Compression3214080120160200Min: 217 / Avg: 217.67 / Max: 2181. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenFOAM

OpenFOAM is the leading free, open source software for computational fluid dynamics (CFD). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 8Input: Motorbike 30M32160120180240300SE +/- 0.86, N = 3SE +/- 0.93, N = 3SE +/- 3.06, N = 3250.45250.68255.811. (CXX) g++ options: -std=c++11 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm
OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 8Input: Motorbike 30M32150100150200250Min: 249.44 / Avg: 250.45 / Max: 252.16Min: 249.72 / Avg: 250.68 / Max: 252.54Min: 250.3 / Avg: 255.81 / Max: 260.891. (CXX) g++ options: -std=c++11 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 8Input: Motorbike 60M32130060090012001500SE +/- 4.01, N = 3SE +/- 3.94, N = 3SE +/- 1.46, N = 31310.371310.401313.981. (CXX) g++ options: -std=c++11 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm
OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 8Input: Motorbike 60M3212004006008001000Min: 1302.36 / Avg: 1310.37 / Max: 1314.67Min: 1302.64 / Avg: 1310.4 / Max: 1315.43Min: 1311.11 / Avg: 1313.98 / Max: 1315.861. (CXX) g++ options: -std=c++11 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm

Quantum ESPRESSO

Quantum ESPRESSO is an integrated suite of Open-Source computer codes for electronic-structure calculations and materials modeling at the nanoscale. It is based on density-functional theory, plane waves, and pseudopotentials. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterQuantum ESPRESSO 6.7Input: AUSURF1123219001800270036004500SE +/- 20.00, N = 3SE +/- 20.00, N = 33940390039801. (F9X) gfortran options: -lopenblas -lFoX_dom -lFoX_sax -lFoX_wxml -lFoX_common -lFoX_utils -lFoX_fsys -lfftw3 -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz
OpenBenchmarking.orgSeconds, Fewer Is BetterQuantum ESPRESSO 6.7Input: AUSURF1123217001400210028003500Min: 3900 / Avg: 3940 / Max: 3960Min: 3960 / Avg: 3980 / Max: 40201. (F9X) gfortran options: -lopenblas -lFoX_dom -lFoX_sax -lFoX_wxml -lFoX_common -lFoX_utils -lFoX_fsys -lfftw3 -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz

JPEG XL

The JPEG XL Image Coding System is designed to provide next-generation JPEG image capabilities with JPEG XL offering better image quality and compression over legacy JPEG. This test profile is currently focused on the multi-threaded JPEG XL image encode performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL 0.3.1Input: PNG - Encode Speed: 53211224364860SE +/- 0.61, N = 3SE +/- 0.63, N = 3SE +/- 0.62, N = 354.4954.5254.151. (CXX) g++ options: -funwind-tables -O3 -O2 -pthread -fPIE -pie -ldl
OpenBenchmarking.orgMP/s, More Is BetterJPEG XL 0.3.1Input: PNG - Encode Speed: 53211122334455Min: 53.8 / Avg: 54.49 / Max: 55.7Min: 53.84 / Avg: 54.52 / Max: 55.78Min: 53.53 / Avg: 54.15 / Max: 55.391. (CXX) g++ options: -funwind-tables -O3 -O2 -pthread -fPIE -pie -ldl

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL 0.3.1Input: PNG - Encode Speed: 7321246810SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 37.527.527.511. (CXX) g++ options: -funwind-tables -O3 -O2 -pthread -fPIE -pie -ldl
OpenBenchmarking.orgMP/s, More Is BetterJPEG XL 0.3.1Input: PNG - Encode Speed: 73213691215Min: 7.51 / Avg: 7.52 / Max: 7.53Min: 7.52 / Avg: 7.52 / Max: 7.53Min: 7.51 / Avg: 7.51 / Max: 7.511. (CXX) g++ options: -funwind-tables -O3 -O2 -pthread -fPIE -pie -ldl

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL 0.3.1Input: PNG - Encode Speed: 83210.1530.3060.4590.6120.765SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.680.680.681. (CXX) g++ options: -funwind-tables -O3 -O2 -pthread -fPIE -pie -ldl
OpenBenchmarking.orgMP/s, More Is BetterJPEG XL 0.3.1Input: PNG - Encode Speed: 8321246810Min: 0.68 / Avg: 0.68 / Max: 0.68Min: 0.68 / Avg: 0.68 / Max: 0.68Min: 0.68 / Avg: 0.68 / Max: 0.681. (CXX) g++ options: -funwind-tables -O3 -O2 -pthread -fPIE -pie -ldl

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL 0.3.1Input: JPEG - Encode Speed: 53211224364860SE +/- 0.19, N = 3SE +/- 0.03, N = 3SE +/- 0.38, N = 353.7953.8154.171. (CXX) g++ options: -funwind-tables -O3 -O2 -pthread -fPIE -pie -ldl
OpenBenchmarking.orgMP/s, More Is BetterJPEG XL 0.3.1Input: JPEG - Encode Speed: 53211122334455Min: 53.41 / Avg: 53.79 / Max: 54.03Min: 53.77 / Avg: 53.81 / Max: 53.86Min: 53.74 / Avg: 54.17 / Max: 54.931. (CXX) g++ options: -funwind-tables -O3 -O2 -pthread -fPIE -pie -ldl

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL 0.3.1Input: JPEG - Encode Speed: 73211224364860SE +/- 0.08, N = 3SE +/- 0.04, N = 3SE +/- 0.46, N = 353.7053.7053.131. (CXX) g++ options: -funwind-tables -O3 -O2 -pthread -fPIE -pie -ldl
OpenBenchmarking.orgMP/s, More Is BetterJPEG XL 0.3.1Input: JPEG - Encode Speed: 73211122334455Min: 53.56 / Avg: 53.7 / Max: 53.85Min: 53.63 / Avg: 53.7 / Max: 53.77Min: 52.23 / Avg: 53.13 / Max: 53.691. (CXX) g++ options: -funwind-tables -O3 -O2 -pthread -fPIE -pie -ldl

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL 0.3.1Input: JPEG - Encode Speed: 8321612182430SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 323.3023.2723.271. (CXX) g++ options: -funwind-tables -O3 -O2 -pthread -fPIE -pie -ldl
OpenBenchmarking.orgMP/s, More Is BetterJPEG XL 0.3.1Input: JPEG - Encode Speed: 8321510152025Min: 23.27 / Avg: 23.3 / Max: 23.35Min: 23.24 / Avg: 23.27 / Max: 23.32Min: 23.26 / Avg: 23.27 / Max: 23.281. (CXX) g++ options: -funwind-tables -O3 -O2 -pthread -fPIE -pie -ldl

JPEG XL Decoding

The JPEG XL Image Coding System is designed to provide next-generation JPEG image capabilities with JPEG XL offering better image quality and compression over legacy JPEG. This test profile is suited for JPEG XL decode performance testing to PNG output file, the pts/jpexl test is for encode performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL Decoding 0.3.1CPU Threads: 1321816243240SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 336.3336.2836.22
OpenBenchmarking.orgMP/s, More Is BetterJPEG XL Decoding 0.3.1CPU Threads: 1321816243240Min: 36.31 / Avg: 36.33 / Max: 36.35Min: 36.21 / Avg: 36.28 / Max: 36.35Min: 36.19 / Avg: 36.22 / Max: 36.23

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL Decoding 0.3.1CPU Threads: All321306090120150SE +/- 1.88, N = 3SE +/- 2.16, N = 3SE +/- 1.95, N = 3156.67156.71155.96
OpenBenchmarking.orgMP/s, More Is BetterJPEG XL Decoding 0.3.1CPU Threads: All321306090120150Min: 154.55 / Avg: 156.67 / Max: 160.41Min: 154.36 / Avg: 156.71 / Max: 161.02Min: 153.84 / Avg: 155.96 / Max: 159.86

Ngspice

Ngspice is an open-source SPICE circuit simulator. Ngspice was originally based on the Berkeley SPICE electronic circuit simulator. Ngspice supports basic threading using OpenMP. This test profile is making use of the ISCAS 85 benchmark circuits. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterNgspice 34Circuit: C2670321306090120150SE +/- 0.12, N = 3SE +/- 0.14, N = 3SE +/- 0.24, N = 3138.37138.45138.561. (CC) gcc options: -O0 -fopenmp -lm -lstdc++ -lfftw3 -lXaw -lXmu -lXt -lXext -lX11 -lSM -lICE
OpenBenchmarking.orgSeconds, Fewer Is BetterNgspice 34Circuit: C2670321306090120150Min: 138.24 / Avg: 138.37 / Max: 138.61Min: 138.18 / Avg: 138.45 / Max: 138.68Min: 138.08 / Avg: 138.56 / Max: 138.861. (CC) gcc options: -O0 -fopenmp -lm -lstdc++ -lfftw3 -lXaw -lXmu -lXt -lXext -lX11 -lSM -lICE

OpenBenchmarking.orgSeconds, Fewer Is BetterNgspice 34Circuit: C7552321306090120150SE +/- 0.08, N = 3SE +/- 0.34, N = 3SE +/- 0.02, N = 3114.54114.97115.051. (CC) gcc options: -O0 -fopenmp -lm -lstdc++ -lfftw3 -lXaw -lXmu -lXt -lXext -lX11 -lSM -lICE
OpenBenchmarking.orgSeconds, Fewer Is BetterNgspice 34Circuit: C755232120406080100Min: 114.4 / Avg: 114.54 / Max: 114.68Min: 114.56 / Avg: 114.97 / Max: 115.65Min: 115.01 / Avg: 115.05 / Max: 115.071. (CC) gcc options: -O0 -fopenmp -lm -lstdc++ -lfftw3 -lXaw -lXmu -lXt -lXext -lX11 -lSM -lICE

Google SynthMark

SynthMark is a cross platform tool for benchmarking CPU performance under a variety of real-time audio workloads. It uses a polyphonic synthesizer model to provide standardized tests for latency, jitter and computational throughput. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgVoices, More Is BetterGoogle SynthMark 20201109Test: VoiceMark_100321130260390520650SE +/- 1.28, N = 3SE +/- 1.09, N = 3SE +/- 0.32, N = 3588.96589.39587.111. (CXX) g++ options: -lm -lpthread -std=c++11 -Ofast
OpenBenchmarking.orgVoices, More Is BetterGoogle SynthMark 20201109Test: VoiceMark_100321100200300400500Min: 586.46 / Avg: 588.96 / Max: 590.66Min: 587.2 / Avg: 589.39 / Max: 590.53Min: 586.49 / Avg: 587.11 / Max: 587.581. (CXX) g++ options: -lm -lpthread -std=c++11 -Ofast

Cpuminer-Opt

Cpuminer-Opt is a fork of cpuminer-multi that carries a wide range of CPU performance optimizations for measuring the potential cryptocurrency mining performance of the CPU/processor with a wide variety of cryptocurrencies. The benchmark reports the hash speed for the CPU mining performance for the selected cryptocurrency. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: Magi321306090120150SE +/- 0.98, N = 3SE +/- 0.45, N = 3SE +/- 0.58, N = 3138.89140.95140.661. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: Magi321306090120150Min: 137.6 / Avg: 138.89 / Max: 140.82Min: 140.06 / Avg: 140.95 / Max: 141.5Min: 139.85 / Avg: 140.66 / Max: 141.791. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: x25x3214080120160200SE +/- 0.39, N = 3SE +/- 0.92, N = 3SE +/- 0.77, N = 3159.00158.66159.021. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: x25x321306090120150Min: 158.31 / Avg: 159 / Max: 159.65Min: 157.65 / Avg: 158.66 / Max: 160.49Min: 157.51 / Avg: 159.02 / Max: 160.051. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: Deepcoin32116003200480064008000SE +/- 60.86, N = 14SE +/- 2.98, N = 3SE +/- 21.23, N = 37645.877553.857603.791. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: Deepcoin32113002600390052006500Min: 7486.8 / Avg: 7645.87 / Max: 8342.97Min: 7547.96 / Avg: 7553.85 / Max: 7557.63Min: 7579.36 / Avg: 7603.79 / Max: 7646.081. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: Ringcoin3212004006008001000SE +/- 11.18, N = 4SE +/- 4.73, N = 3SE +/- 10.49, N = 3988.101012.531013.021. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: Ringcoin3212004006008001000Min: 962.44 / Avg: 988.1 / Max: 1008.34Min: 1007.59 / Avg: 1012.53 / Max: 1021.99Min: 999.19 / Avg: 1013.02 / Max: 1033.591. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: Blake-2 S32190K180K270K360K450KSE +/- 5917.84, N = 15SE +/- 3459.56, N = 3SE +/- 3759.02, N = 154234074313104284731. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: Blake-2 S32170K140K210K280K350KMin: 380670 / Avg: 423407.33 / Max: 458120Min: 425110 / Avg: 431310 / Max: 437070Min: 399500 / Avg: 428472.67 / Max: 4470601. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: Garlicoin32130060090012001500SE +/- 15.32, N = 3SE +/- 8.01, N = 15SE +/- 44.21, N = 151215.141211.831256.671. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: Garlicoin3212004006008001000Min: 1184.73 / Avg: 1215.14 / Max: 1233.61Min: 1162.27 / Avg: 1211.83 / Max: 1284.27Min: 1171.59 / Avg: 1256.67 / Max: 1873.131. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: Skeincoin3217K14K21K28K35KSE +/- 2454.29, N = 12SE +/- 56.86, N = 3SE +/- 66.58, N = 33318733380334001. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: Skeincoin3216K12K18K24K30KMin: 10460 / Avg: 33186.67 / Max: 49000Min: 33270 / Avg: 33380 / Max: 33460Min: 33270 / Avg: 33400 / Max: 334901. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: Myriad-Groestl3212K4K6K8K10KSE +/- 47.02, N = 3SE +/- 92.92, N = 3SE +/- 40.00, N = 31084710840108401. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: Myriad-Groestl3212K4K6K8K10KMin: 10790 / Avg: 10846.67 / Max: 10940Min: 10690 / Avg: 10840 / Max: 11010Min: 10760 / Avg: 10840 / Max: 108801. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: LBC, LBRY Credits3215K10K15K20K25KSE +/- 624.18, N = 15SE +/- 51.32, N = 3SE +/- 31.80, N = 32453023540235031. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: LBC, LBRY Credits3214K8K12K16K20KMin: 23430 / Avg: 24530 / Max: 31070Min: 23440 / Avg: 23540 / Max: 23610Min: 23440 / Avg: 23503.33 / Max: 235401. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: Quad SHA-256, Pyrite32110K20K30K40K50KSE +/- 1312.55, N = 15SE +/- 130.94, N = 3SE +/- 243.20, N = 34832746807472831. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: Quad SHA-256, Pyrite3218K16K24K32K40KMin: 46390 / Avg: 48326.67 / Max: 66620Min: 46550 / Avg: 46806.67 / Max: 46980Min: 46910 / Avg: 47283.33 / Max: 477401. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: Triple SHA-256, Onecoin32115K30K45K60K75KSE +/- 555.37, N = 3SE +/- 3320.23, N = 15SE +/- 343.33, N = 36309069831637131. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
OpenBenchmarking.orgkH/s, More Is BetterCpuminer-Opt 3.15.5Algorithm: Triple SHA-256, Onecoin32112K24K36K48K60KMin: 62360 / Avg: 63090 / Max: 64180Min: 62020 / Avg: 69831.33 / Max: 105570Min: 63370 / Avg: 63713.33 / Max: 644001. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp

ASKAP

ASKAP is a set of benchmarks from the Australian SKA Pathfinder. The principal ASKAP benchmarks are the Hogbom Clean Benchmark (tHogbomClean) and Convolutional Resamping Benchmark (tConvolve) as well as some previous ASKAP benchmarks being included as well for OpenCL and CUDA execution of tConvolve. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 1.0Test: tConvolve MT - Gridding32130060090012001500SE +/- 0.23, N = 3SE +/- 0.30, N = 3SE +/- 0.74, N = 31198.451198.451198.571. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp
OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 1.0Test: tConvolve MT - Gridding3212004006008001000Min: 1198 / Avg: 1198.45 / Max: 1198.68Min: 1198 / Avg: 1198.45 / Max: 1199.01Min: 1197.67 / Avg: 1198.57 / Max: 1200.031. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 1.0Test: tConvolve MT - Degridding321400800120016002000SE +/- 0.65, N = 3SE +/- 1.62, N = 3SE +/- 0.85, N = 31777.011776.281776.521. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp
OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 1.0Test: tConvolve MT - Degridding32130060090012001500Min: 1775.78 / Avg: 1777.01 / Max: 1778Min: 1774.3 / Avg: 1776.28 / Max: 1779.49Min: 1775.04 / Avg: 1776.52 / Max: 17781. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

OpenBenchmarking.orgMpix/sec, More Is BetterASKAP 1.0Test: tConvolve MPI - Degridding321400800120016002000SE +/- 6.92, N = 3SE +/- 8.10, N = 3SE +/- 4.02, N = 31772.991781.041776.961. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp
OpenBenchmarking.orgMpix/sec, More Is BetterASKAP 1.0Test: tConvolve MPI - Degridding32130060090012001500Min: 1761.04 / Avg: 1772.99 / Max: 1785Min: 1772.94 / Avg: 1781.04 / Max: 1797.23Min: 1772.94 / Avg: 1776.96 / Max: 17851. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

OpenBenchmarking.orgMpix/sec, More Is BetterASKAP 1.0Test: tConvolve MPI - Gridding321400800120016002000SE +/- 9.46, N = 3SE +/- 8.31, N = 3SE +/- 0.00, N = 31934.211943.741929.381. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp
OpenBenchmarking.orgMpix/sec, More Is BetterASKAP 1.0Test: tConvolve MPI - Gridding32130060090012001500Min: 1915.3 / Avg: 1934.21 / Max: 1943.67Min: 1929.38 / Avg: 1943.74 / Max: 1958.18Min: 1929.38 / Avg: 1929.38 / Max: 1929.381. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 1.0Test: tConvolve OpenMP - Gridding32130060090012001500SE +/- 2.32, N = 3SE +/- 2.25, N = 3SE +/- 2.32, N = 31360.771342.481360.771. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp
OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 1.0Test: tConvolve OpenMP - Gridding3212004006008001000Min: 1358.45 / Avg: 1360.77 / Max: 1365.42Min: 1337.97 / Avg: 1342.48 / Max: 1344.73Min: 1358.45 / Avg: 1360.77 / Max: 1365.421. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 1.0Test: tConvolve OpenMP - Degridding3215001000150020002500SE +/- 5.64, N = 3SE +/- 5.64, N = 3SE +/- 5.64, N = 32124.412124.412118.781. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp
OpenBenchmarking.orgMillion Grid Points Per Second, More Is BetterASKAP 1.0Test: tConvolve OpenMP - Degridding321400800120016002000Min: 2113.14 / Avg: 2124.41 / Max: 2130.05Min: 2113.14 / Avg: 2124.41 / Max: 2130.05Min: 2113.14 / Avg: 2118.78 / Max: 2130.051. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

OpenBenchmarking.orgIterations Per Second, More Is BetterASKAP 1.0Test: Hogbom Clean OpenMP3214080120160200SE +/- 0.38, N = 3SE +/- 0.13, N = 3SE +/- 0.22, N = 3194.18194.43194.181. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp
OpenBenchmarking.orgIterations Per Second, More Is BetterASKAP 1.0Test: Hogbom Clean OpenMP3214080120160200Min: 193.42 / Avg: 194.18 / Max: 194.55Min: 194.18 / Avg: 194.43 / Max: 194.55Min: 193.8 / Avg: 194.18 / Max: 194.551. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation. The current Linux support is limited to running on CPUs. This test profile is measuring the average inference time. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNet32170K140K210K280K350KSE +/- 4024.08, N = 3SE +/- 3968.42, N = 3SE +/- 4007.01, N = 3347804347577347977
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: SqueezeNet32160K120K180K240K300KMin: 339757 / Avg: 347804.33 / Max: 351928Min: 339646 / Avg: 347577 / Max: 351806Min: 339963 / Avg: 347977 / Max: 351997

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V43211.1M2.2M3.3M4.4M5.5MSE +/- 11793.57, N = 3SE +/- 15416.80, N = 3SE +/- 25589.42, N = 3512404351074735140843
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4321900K1800K2700K3600K4500KMin: 5100550 / Avg: 5124043.33 / Max: 5137610Min: 5079580 / Avg: 5107473.33 / Max: 5132800Min: 5095180 / Avg: 5140843.33 / Max: 5183690

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet Mobile32160K120K180K240K300KSE +/- 3551.25, N = 3SE +/- 2471.13, N = 3SE +/- 1888.41, N = 3298494294322296004
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: NASNet Mobile32150K100K150K200K250KMin: 291477 / Avg: 298494 / Max: 302954Min: 289440 / Avg: 294322.33 / Max: 297428Min: 293001 / Avg: 296003.67 / Max: 299489

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet Float32150K100K150K200K250KSE +/- 1572.66, N = 3SE +/- 1520.01, N = 3SE +/- 1981.56, N = 3234901233898233956
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet Float32140K80K120K160K200KMin: 231757 / Avg: 234901.33 / Max: 236542Min: 230858 / Avg: 233898 / Max: 235426Min: 230001 / Avg: 233956 / Max: 236153

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet Quant32150K100K150K200K250KSE +/- 1815.46, N = 3SE +/- 1644.95, N = 3SE +/- 1815.17, N = 3233384232730233087
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet Quant32140K80K120K160K200KMin: 229755 / Avg: 233383.67 / Max: 235309Min: 229447 / Avg: 232730.33 / Max: 234552Min: 229461 / Avg: 233086.67 / Max: 235059

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V23211000K2000K3000K4000K5000KSE +/- 11723.44, N = 3SE +/- 11817.84, N = 3SE +/- 14007.88, N = 3460717046075004616837
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2321800K1600K2400K3200K4000KMin: 4584330 / Avg: 4607170 / Max: 4623180Min: 4583930 / Avg: 4607500 / Max: 4620810Min: 4588880 / Avg: 4616836.67 / Max: 4632390

Mobile Neural Network

MNN is the Mobile Neural Network as a highly efficient, lightweight deep learning framework developed by Alibaba. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: SqueezeNetV1.0321246810SE +/- 0.029, N = 3SE +/- 0.017, N = 3SE +/- 0.032, N = 38.3288.2888.393MIN: 7.76 / MAX: 22.54MIN: 7.81 / MAX: 10.97MIN: 7.82 / MAX: 21.651. (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
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: SqueezeNetV1.03213691215Min: 8.27 / Avg: 8.33 / Max: 8.37Min: 8.26 / Avg: 8.29 / Max: 8.31Min: 8.33 / Avg: 8.39 / Max: 8.431. (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

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: resnet-v2-503211020304050SE +/- 0.07, N = 3SE +/- 0.08, N = 3SE +/- 0.08, N = 344.4744.6944.76MIN: 43.53 / MAX: 59.42MIN: 43.82 / MAX: 157.25MIN: 43.91 / MAX: 55.531. (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
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: resnet-v2-50321918273645Min: 44.34 / Avg: 44.47 / Max: 44.59Min: 44.57 / Avg: 44.69 / Max: 44.84Min: 44.6 / Avg: 44.76 / Max: 44.881. (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

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: MobileNetV2_2243210.96011.92022.88033.84044.8005SE +/- 0.236, N = 3SE +/- 0.175, N = 3SE +/- 0.227, N = 34.2534.2634.267MIN: 2.81 / MAX: 6.59MIN: 2.83 / MAX: 18.23MIN: 2.86 / MAX: 18.371. (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
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: MobileNetV2_224321246810Min: 3.78 / Avg: 4.25 / Max: 4.51Min: 3.91 / Avg: 4.26 / Max: 4.44Min: 3.81 / Avg: 4.27 / Max: 4.511. (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

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: mobilenet-v1-1.03210.65321.30641.95962.61283.266SE +/- 0.102, N = 3SE +/- 0.105, N = 3SE +/- 0.109, N = 32.8742.8732.903MIN: 2.59 / MAX: 6.24MIN: 2.61 / MAX: 4.73MIN: 2.61 / MAX: 4.981. (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
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: mobilenet-v1-1.0321246810Min: 2.67 / Avg: 2.87 / Max: 3Min: 2.67 / Avg: 2.87 / Max: 3Min: 2.69 / Avg: 2.9 / Max: 3.021. (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

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: inception-v33211224364860SE +/- 0.14, N = 3SE +/- 0.13, N = 3SE +/- 0.24, N = 351.6451.4152.38MIN: 50.38 / MAX: 152.21MIN: 50.38 / MAX: 65.63MIN: 51.02 / MAX: 87.051. (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
OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 1.1.1Model: inception-v33211020304050Min: 51.47 / Avg: 51.64 / Max: 51.93Min: 51.23 / Avg: 51.41 / Max: 51.67Min: 52.03 / Avg: 52.38 / Max: 52.841. (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

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: mobilenet321612182430SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 325.5625.3125.49MIN: 24.69 / MAX: 26.85MIN: 24.48 / MAX: 27.34MIN: 24.55 / MAX: 26.521. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mobilenet321612182430Min: 25.44 / Avg: 25.56 / Max: 25.65Min: 25.2 / Avg: 25.31 / Max: 25.41Min: 25.41 / Avg: 25.49 / Max: 25.571. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v2-v2 - Model: mobilenet-v2321246810SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.00, N = 36.156.196.21MIN: 5.92 / MAX: 7.13MIN: 5.93 / MAX: 7.07MIN: 6.04 / MAX: 7.071. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v2-v2 - Model: mobilenet-v2321246810Min: 6.08 / Avg: 6.15 / Max: 6.2Min: 6.09 / Avg: 6.19 / Max: 6.24Min: 6.2 / Avg: 6.21 / Max: 6.211. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v3-v3 - Model: mobilenet-v33211.25332.50663.75995.01326.2665SE +/- 0.32, N = 3SE +/- 0.29, N = 3SE +/- 0.26, N = 35.575.515.56MIN: 4.86 / MAX: 15.57MIN: 4.85 / MAX: 13.28MIN: 4.85 / MAX: 7.191. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU-v3-v3 - Model: mobilenet-v3321246810Min: 4.93 / Avg: 5.57 / Max: 5.93Min: 4.94 / Avg: 5.51 / Max: 5.8Min: 5.05 / Avg: 5.56 / Max: 5.821. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: shufflenet-v2321246810SE +/- 0.66, N = 3SE +/- 0.63, N = 3SE +/- 0.64, N = 37.377.297.36MIN: 6.01 / MAX: 9.08MIN: 6.02 / MAX: 8.8MIN: 6.04 / MAX: 8.861. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: shufflenet-v23213691215Min: 6.05 / Avg: 7.37 / Max: 8.05Min: 6.04 / Avg: 7.29 / Max: 7.93Min: 6.07 / Avg: 7.36 / Max: 8.031. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mnasnet3211.31852.6373.95555.2746.5925SE +/- 0.44, N = 3SE +/- 0.47, N = 3SE +/- 0.62, N = 25.785.865.61MIN: 4.87 / MAX: 6.69MIN: 4.89 / MAX: 16.77MIN: 4.96 / MAX: 6.531. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: mnasnet321246810Min: 4.9 / Avg: 5.78 / Max: 6.25Min: 4.92 / Avg: 5.86 / Max: 6.37Min: 4.99 / Avg: 5.61 / Max: 6.221. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: efficientnet-b03213691215SE +/- 0.59, N = 3SE +/- 0.64, N = 3SE +/- 0.20, N = 38.878.969.40MIN: 7.63 / MAX: 10.39MIN: 7.64 / MAX: 10.32MIN: 7.66 / MAX: 10.491. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: efficientnet-b03213691215Min: 7.69 / Avg: 8.87 / Max: 9.47Min: 7.68 / Avg: 8.96 / Max: 9.67Min: 9.01 / Avg: 9.4 / Max: 9.651. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: blazeface3210.58051.1611.74152.3222.9025SE +/- 0.16, N = 3SE +/- 0.18, N = 3SE +/- 0.01, N = 32.432.412.58MIN: 2.07 / MAX: 2.72MIN: 2.04 / MAX: 2.96MIN: 2.45 / MAX: 3.351. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: blazeface321246810Min: 2.11 / Avg: 2.43 / Max: 2.61Min: 2.06 / Avg: 2.41 / Max: 2.59Min: 2.57 / Avg: 2.58 / Max: 2.591. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: googlenet321510152025SE +/- 0.81, N = 3SE +/- 0.67, N = 3SE +/- 0.06, N = 318.3418.2019.22MIN: 15.43 / MAX: 20.2MIN: 15.25 / MAX: 19.9MIN: 18.26 / MAX: 20.451. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: googlenet321510152025Min: 16.71 / Avg: 18.34 / Max: 19.21Min: 16.87 / Avg: 18.2 / Max: 18.88Min: 19.16 / Avg: 19.22 / Max: 19.341. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: vgg163211530456075SE +/- 0.15, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 366.5766.3066.40MIN: 65.98 / MAX: 75.8MIN: 65.68 / MAX: 76.72MIN: 66.04 / MAX: 67.711. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: vgg163211326395265Min: 66.39 / Avg: 66.57 / Max: 66.86Min: 66.21 / Avg: 66.3 / Max: 66.36Min: 66.38 / Avg: 66.4 / Max: 66.421. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet1832148121620SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 317.8817.7617.89MIN: 16.81 / MAX: 18.71MIN: 16.74 / MAX: 19.77MIN: 16.81 / MAX: 19.271. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet18321510152025Min: 17.85 / Avg: 17.88 / Max: 17.91Min: 17.74 / Avg: 17.76 / Max: 17.78Min: 17.87 / Avg: 17.89 / Max: 17.921. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: alexnet32148121620SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 314.9914.9515.03MIN: 14.15 / MAX: 15.66MIN: 14.17 / MAX: 25.38MIN: 14.2 / MAX: 24.481. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: alexnet32148121620Min: 14.97 / Avg: 14.99 / Max: 15.01Min: 14.94 / Avg: 14.95 / Max: 14.96Min: 15.02 / Avg: 15.03 / Max: 15.031. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet50321816243240SE +/- 0.39, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 336.1635.4735.70MIN: 34.35 / MAX: 38.49MIN: 34.41 / MAX: 48.44MIN: 34.38 / MAX: 46.021. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: resnet50321816243240Min: 35.75 / Avg: 36.16 / Max: 36.94Min: 35.39 / Avg: 35.47 / Max: 35.61Min: 35.64 / Avg: 35.7 / Max: 35.81. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: yolov4-tiny321816243240SE +/- 0.33, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 334.3733.8633.93MIN: 33.49 / MAX: 36.64MIN: 33.38 / MAX: 40.78MIN: 33.29 / MAX: 35.311. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: yolov4-tiny321714212835Min: 33.99 / Avg: 34.37 / Max: 35.03Min: 33.75 / Avg: 33.86 / Max: 33.92Min: 33.86 / Avg: 33.93 / Max: 33.991. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: squeezenet_ssd321612182430SE +/- 0.06, N = 3SE +/- 0.11, N = 3SE +/- 0.08, N = 326.6026.4226.63MIN: 25.65 / MAX: 36.55MIN: 25.47 / MAX: 29.3MIN: 26.18 / MAX: 27.781. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: squeezenet_ssd321612182430Min: 26.51 / Avg: 26.6 / Max: 26.71Min: 26.2 / Avg: 26.42 / Max: 26.58Min: 26.53 / Avg: 26.63 / Max: 26.81. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: regnety_400m321510152025SE +/- 0.88, N = 3SE +/- 0.99, N = 3SE +/- 0.11, N = 317.5917.5018.36MIN: 15.75 / MAX: 19.81MIN: 15.46 / MAX: 27.8MIN: 17.8 / MAX: 21.91. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20201218Target: CPU - Model: regnety_400m321510152025Min: 15.82 / Avg: 17.59 / Max: 18.5Min: 15.53 / Avg: 17.5 / Max: 18.5Min: 18.15 / Avg: 18.36 / Max: 18.481. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

TNN

TNN is an open-source deep learning reasoning framework developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v232180160240320400SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.55, N = 3365.72366.80367.08MIN: 365.1 / MAX: 369.99MIN: 366.28 / MAX: 370.1MIN: 365.67 / MAX: 406.121. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v232170140210280350Min: 365.58 / Avg: 365.72 / Max: 365.84Min: 366.67 / Avg: 366.8 / Max: 366.9Min: 366.13 / Avg: 367.08 / Max: 368.021. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.132180160240320400SE +/- 0.04, N = 3SE +/- 0.11, N = 3SE +/- 0.10, N = 3359.35359.44359.55MIN: 359.15 / MAX: 359.99MIN: 359.12 / MAX: 360.16MIN: 359.27 / MAX: 360.291. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.132160120180240300Min: 359.27 / Avg: 359.35 / Max: 359.42Min: 359.26 / Avg: 359.44 / Max: 359.63Min: 359.41 / Avg: 359.55 / Max: 359.751. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

ONNX Runtime

ONNX Runtime is developed by Microsoft and partners as a open-source, cross-platform, high performance machine learning inferencing and training accelerator. This test profile runs the ONNX Runtime with various models available from the ONNX Zoo. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: yolov4 - Device: OpenMP CPU32160120180240300SE +/- 2.25, N = 3SE +/- 1.67, N = 3SE +/- 2.09, N = 32722732731. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: yolov4 - Device: OpenMP CPU32150100150200250Min: 269 / Avg: 271.5 / Max: 276Min: 271 / Avg: 272.67 / Max: 276Min: 270.5 / Avg: 272.83 / Max: 2771. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: bertsquad-10 - Device: OpenMP CPU32180160240320400SE +/- 1.17, N = 3SE +/- 1.69, N = 3SE +/- 1.36, N = 33863903881. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: bertsquad-10 - Device: OpenMP CPU32170140210280350Min: 384 / Avg: 385.83 / Max: 388Min: 388 / Avg: 390.17 / Max: 393.5Min: 386 / Avg: 387.83 / Max: 390.51. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: fcn-resnet101-11 - Device: OpenMP CPU3211020304050SE +/- 0.29, N = 3SE +/- 0.29, N = 3SE +/- 0.17, N = 34343431. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: fcn-resnet101-11 - Device: OpenMP CPU321918273645Min: 42 / Avg: 42.5 / Max: 43Min: 42.5 / Avg: 43 / Max: 43.5Min: 42.5 / Avg: 42.67 / Max: 431. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: shufflenet-v2-10 - Device: OpenMP CPU3213K6K9K12K15KSE +/- 31.67, N = 3SE +/- 57.64, N = 3SE +/- 46.61, N = 31233612530125191. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: shufflenet-v2-10 - Device: OpenMP CPU3212K4K6K8K10KMin: 12279 / Avg: 12335.67 / Max: 12388.5Min: 12465.5 / Avg: 12530 / Max: 12645Min: 12455.5 / Avg: 12518.5 / Max: 12609.51. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: super-resolution-10 - Device: OpenMP CPU3216001200180024003000SE +/- 5.73, N = 3SE +/- 4.06, N = 3SE +/- 9.77, N = 32884290328941. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: super-resolution-10 - Device: OpenMP CPU3215001000150020002500Min: 2876.5 / Avg: 2884.33 / Max: 2895.5Min: 2895.5 / Avg: 2902.83 / Max: 2909.5Min: 2874.5 / Avg: 2893.67 / Max: 2906.51. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

108 Results Shown

Stream-Dynamic:
  - Copy
  - Scale
  - Add
  - Triad
QuantLib
Etcpak:
  DXT1
  ETC1
  ETC2
  ETC1 + Dithering
High Performance Conjugate Gradient
NAS Parallel Benchmarks:
  CG.C
  EP.C
  EP.D
  FT.C
  IS.D
  LU.C
  MG.C
HPC Challenge:
  G-HPL
  G-Ffte
  EP-DGEMM
  G-Ptrans
  EP-STREAM Triad
  G-Rand Access
  Rand Ring Latency
  Rand Ring Bandwidth
  Max Ping Pong Bandwidth
toyBrot Fractal Generator:
  TBB
  OpenMP
  C++ Tasks
  C++ Threads
lzbench:
  XZ 0 - Compression
  XZ 0 - Decompression
  Zstd 1 - Compression
  Zstd 1 - Decompression
  Zstd 8 - Compression
  Zstd 8 - Decompression
  Crush 0 - Compression
  Crush 0 - Decompression
  Brotli 0 - Compression
  Brotli 0 - Decompression
  Brotli 2 - Compression
  Brotli 2 - Decompression
  Libdeflate 1 - Compression
OpenFOAM:
  Motorbike 30M
  Motorbike 60M
Quantum ESPRESSO
JPEG XL:
  PNG - 5
  PNG - 7
  PNG - 8
  JPEG - 5
  JPEG - 7
  JPEG - 8
JPEG XL Decoding:
  1
  All
Ngspice:
  C2670
  C7552
Google SynthMark
Cpuminer-Opt:
  Magi
  x25x
  Deepcoin
  Ringcoin
  Blake-2 S
  Garlicoin
  Skeincoin
  Myriad-Groestl
  LBC, LBRY Credits
  Quad SHA-256, Pyrite
  Triple SHA-256, Onecoin
ASKAP:
  tConvolve MT - Gridding
  tConvolve MT - Degridding
  tConvolve MPI - Degridding
  tConvolve MPI - Gridding
  tConvolve OpenMP - Gridding
  tConvolve OpenMP - Degridding
  Hogbom Clean OpenMP
TensorFlow Lite:
  SqueezeNet
  Inception V4
  NASNet Mobile
  Mobilenet Float
  Mobilenet Quant
  Inception ResNet V2
Mobile Neural Network:
  SqueezeNetV1.0
  resnet-v2-50
  MobileNetV2_224
  mobilenet-v1-1.0
  inception-v3
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
TNN:
  CPU - MobileNet v2
  CPU - SqueezeNet v1.1
ONNX Runtime:
  yolov4 - OpenMP CPU
  bertsquad-10 - OpenMP CPU
  fcn-resnet101-11 - OpenMP CPU
  shufflenet-v2-10 - OpenMP CPU
  super-resolution-10 - OpenMP CPU