ivy 2021

Intel Core i5-3470 testing with a ECS H61H2-I3 v1.0 (4.6.5 BIOS) and ECS Intel Ivybridge Desktop 2GB on Ubuntu 19.10 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 2102137-HA-IVY20216443
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ivy 2021ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerOpenGLVulkanCompilerFile-SystemScreen Resolution123Intel Core i5-3470 @ 3.60GHz (4 Cores)ECS H61H2-I3 v1.0 (4.6.5 BIOS)Intel Xeon E3-1200 v2/3rd4096MB120GB Samsung SSD 850ECS Intel Ivybridge Desktop 2GB (1100MHz)VIA VT1705DELL S2409WRealtek RTL8111/8168/8411Ubuntu 19.105.9.0-050900rc8daily20201010-generic (x86_64) 20201009GNOME Shell 3.34.3X Server 1.20.54.2 Mesa 19.2.81.1.102GCC 9.2.1 20191008ext41920x1080OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --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-offload-targets=nvptx-none,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_cpufreq ondemand - CPU Microcode: 0x21 - Thermald 1.9 Python Details- Python 2.7.17 + Python 3.7.5Security Details- itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT disabled + mds: Mitigation of Clear buffers; SMT disabled + meltdown: Mitigation of PTI + 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 Full generic retpoline IBPB: conditional IBRS_FW STIBP: disabled RSB filling + srbds: Vulnerable: No microcode + tsx_async_abort: Not affected

123Result OverviewPhoronix Test Suite100%101%102%103%NAS Parallel BenchmarksONNX RuntimeChaos Group V-RAYNgspiceMobile Neural NetworkASKAPTimed Godot Game Engine CompilationQMCPACKJPEG XLPennantWebP2 Image EncodeQuantLibGnuPGLAMMPS Molecular Dynamics Simulatordav1dTNNrav1eGcrypt LibraryLULESHlzbenchAlgebraic Multi-Grid BenchmarkGoogle SynthMarkCP2K Molecular DynamicsCloverLeafGROMACS

ivy 2021onnx: fcn-resnet101-11 - OpenMP CPUaskap: tConvolve OpenMP - Griddingonnx: bertsquad-10 - OpenMP CPUaskap: tConvolve MPI - Griddinglzbench: XZ 0 - Compressionlzbench: Zstd 8 - Compressionmnn: MobileNetV2_224mnn: mobilenet-v1-1.0askap: tConvolve MPI - Degriddingmnn: SqueezeNetV1.0npb: EP.Cv-ray: CPUngspice: C7552ngspice: C2670npb: CG.Clzbench: Crush 0 - Compressionpennant: leblancbigjpegxl: 8onnx: super-resolution-10 - OpenMP CPUjpegxl: 5mnn: resnet-v2-50webp2: Quality 100, Compression Effort 5lzbench: XZ 0 - Decompressionbuild-godot: Time To Compileqmcpack: simple-H2Owebp2: Quality 75, Compression Effort 7onnx: yolov4 - OpenMP CPUmnn: inception-v3jpegxl: 7webp2: Quality 95, Compression Effort 7cp2k: Fayalite-FIST Dataquantlib: dav1d: Summer Nature 1080paskap: tConvolve MT - Griddingwebp2: Defaultlzbench: Libdeflate 1 - Compressionrav1e: 10dav1d: Summer Nature 4Kgnupg: 2.7GB Sample File Encryptionlammps: Rhodopsin Proteinonnx: shufflenet-v2-10 - OpenMP CPUlzbench: Brotli 2 - Decompressionpennant: sedovbigtnn: CPU - MobileNet v2dav1d: Chimera 1080pnpb: BT.Clzbench: Zstd 1 - Compressionlzbench: Brotli 0 - Compressionaskap: tConvolve MT - Degriddingtnn: CPU - SqueezeNet v1.1askap: tConvolve OpenMP - Degriddinglulesh: lzbench: Brotli 0 - Decompressionrav1e: 6gcrypt: lzbench: Zstd 8 - Decompressionnpb: LU.Clzbench: Libdeflate 1 - Decompressiondav1d: Chimera 1080p 10-bitamg: lzbench: Zstd 1 - Decompressionaskap: Hogbom Clean OpenMPcloverleaf: Lagrangian-Eulerian Hydrodynamicsnpb: SP.Bsynthmark: VoiceMark_100gromacs: water_GMX50_barelzbench: Brotli 2 - Compressionlzbench: Crush 0 - Decompressionnpb: MG.C12315703.761142870.81631669.95215.354680.01016.717369.381878160.837203.9682333.1074156.976318.02102737.9085.19149.99096521.13351.475911.164107121.40137.781664.7951785.8851438.3148.69719.16213.0401861.62141.6887.2792.3148477579255.0827353.462159.329596.20375377938.098325.168983.507931.914974940.586294.47813429745.2185246.95137441333124795.6633311.703467.61515.6030.2521484095632.1015661.289144870.791316710.21415.746690.66617.024362.841848163.389206.6362360.8075158.972517.81103337.6384.46449.59195518.06951.847902.473108122.51737.741650.5731782.451429.2149.47715.14512.9741851.61341.8487.0902.3158456580254.9023353.821159.469575.54376378940.570325.892983.384932.699234950.586294.95513409738.4885147.00137311467124795.6938311.543467.07515.5710.2521484094843.6216663.988148840.475306810.03815.559677.68716.921368.381854162.547206.9322364.6675156.934817.90103937.4984.27149.46096515.83851.344905.442108122.14137.441649.9301795.4451433.2149.63719.64512.9671851.62141.8786.9052.3238486581254.2454352.715159.819603.66376378939.238325.413981.326930.641174950.587294.81413419732.8685147.00137385133124895.7243311.573468.52515.5120.2521484094249.13OpenBenchmarking.org

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: fcn-resnet101-11 - Device: OpenMP CPU12348121620SE +/- 0.15, N = 6SE +/- 0.11, N = 12SE +/- 0.17, N = 31515161. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

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 OpenMP - Gridding123150300450600750SE +/- 5.49, N = 15SE +/- 4.48, N = 13SE +/- 1.65, N = 3703.76661.29663.991. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

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: bertsquad-10 - Device: OpenMP CPU123306090120150SE +/- 1.88, N = 3SE +/- 0.17, N = 3SE +/- 2.08, N = 31421441481. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

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.orgMpix/sec, More Is BetterASKAP 1.0Test: tConvolve MPI - Gridding1232004006008001000SE +/- 3.84, N = 3SE +/- 1.93, N = 3SE +/- 22.67, N = 3870.82870.79840.481. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

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: Compression1237142128353131301. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Zstd 8 - Process: Compression1231530456075SE +/- 0.67, N = 6SE +/- 0.67, N = 3SE +/- 0.58, N = 36667681. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

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: MobileNetV2_2241233691215SE +/- 0.006, N = 3SE +/- 0.032, N = 3SE +/- 0.089, N = 39.95210.21410.038MIN: 9.88 / MAX: 24.01MIN: 10.09 / MAX: 11.26MIN: 9.88 / MAX: 23.881. (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: mobilenet-v1-1.012348121620SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 315.3515.7515.56MIN: 15.27 / MAX: 29.56MIN: 15.62 / MAX: 55.65MIN: 15.43 / MAX: 29.631. (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

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.orgMpix/sec, More Is BetterASKAP 1.0Test: tConvolve MPI - Degridding123150300450600750SE +/- 8.76, N = 3SE +/- 7.19, N = 3SE +/- 9.14, N = 3680.01690.67677.691. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

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: SqueezeNetV1.012348121620SE +/- 0.10, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 316.7217.0216.92MIN: 16.54 / MAX: 30.41MIN: 16.9 / MAX: 32.04MIN: 16.77 / MAX: 31.991. (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

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: EP.C12380160240320400SE +/- 3.84, N = 5SE +/- 3.15, N = 8SE +/- 3.61, N = 5369.38362.84368.381. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 3.1.3

Chaos Group V-RAY

This is a test of Chaos Group's V-RAY benchmark. V-RAY is a commercial renderer that can integrate with various creator software products like SketchUp and 3ds Max. The V-RAY benchmark is standalone and supports CPU and NVIDIA CUDA/RTX based rendering. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgvsamples, More Is BetterChaos Group V-RAY 5Mode: CPU123400800120016002000SE +/- 26.59, N = 3SE +/- 6.12, N = 3SE +/- 21.68, N = 4187818481854

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: C75521234080120160200SE +/- 0.39, N = 3SE +/- 0.86, N = 3SE +/- 0.36, N = 3160.84163.39162.551. (CC) gcc options: -O0 -fopenmp -lm -lstdc++ -lfftw3 -lXaw -lXmu -lXt -lXext -lX11 -lSM -lICE

OpenBenchmarking.orgSeconds, Fewer Is BetterNgspice 34Circuit: C267012350100150200250SE +/- 0.88, N = 3SE +/- 0.61, N = 3SE +/- 0.17, N = 3203.97206.64206.931. (CC) gcc options: -O0 -fopenmp -lm -lstdc++ -lfftw3 -lXaw -lXmu -lXt -lXext -lX11 -lSM -lICE

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.C1235001000150020002500SE +/- 3.50, N = 3SE +/- 6.77, N = 3SE +/- 11.55, N = 32333.102360.802364.661. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 3.1.3

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: Crush 0 - Process: Compression12320406080100SE +/- 0.67, N = 37475751. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

Pennant

Pennant is an application focused on hydrodynamics on general unstructured meshes in 2D. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgHydro Cycle Time - Seconds, Fewer Is BetterPennant 1.0.1Test: leblancbig1234080120160200SE +/- 0.23, N = 3SE +/- 1.61, N = 12SE +/- 0.20, N = 3156.98158.97156.931. (CXX) g++ options: -fopenmp -pthread -lmpi_cxx -lmpi

JPEG XL

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL 0.3.1Encode Speed: 812348121620SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 318.0217.8117.901. (CXX) g++ options: -funwind-tables -O3 -O2 -pthread -lbrotlicommon -lbrotlienc -lbrotlidec -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: super-resolution-10 - Device: OpenMP CPU1232004006008001000SE +/- 11.14, N = 4SE +/- 12.58, N = 3SE +/- 10.45, N = 51027103310391. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

JPEG XL

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL 0.3.1Encode Speed: 5123918273645SE +/- 0.19, N = 3SE +/- 0.10, N = 3SE +/- 0.11, N = 337.9037.6337.491. (CXX) g++ options: -funwind-tables -O3 -O2 -pthread -lbrotlicommon -lbrotlienc -lbrotlidec -ldl

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: resnet-v2-5012320406080100SE +/- 0.15, N = 3SE +/- 0.09, N = 3SE +/- 0.24, N = 385.1984.4684.27MIN: 75.21 / MAX: 129.47MIN: 74.6 / MAX: 99.56MIN: 74.33 / MAX: 125.181. (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

WebP2 Image Encode

This is a test of Google's libwebp2 library with the WebP2 image encode utility and using a sample 6000x4000 pixel JPEG image as the input, similar to the WebP/libwebp test profile. WebP2 is currently experimental and under heavy development as ultimately the successor to WebP. WebP2 supports 10-bit HDR, more efficienct lossy compression, improved lossless compression, animation support, and full multi-threading support compared to WebP. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterWebP2 Image Encode 20210126Encode Settings: Quality 100, Compression Effort 51231122334455SE +/- 0.24, N = 3SE +/- 0.21, N = 3SE +/- 0.24, N = 349.9949.5949.461. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -rdynamic -lOpenGL -lGLX -lGLU -lglut -lXmu -lXi -lpthread -ljpeg -lwebp -lwebpdemux

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: Decompression12320406080100SE +/- 0.67, N = 39695961. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

Timed Godot Game Engine Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 3.2.3Time To Compile123110220330440550SE +/- 3.23, N = 3SE +/- 2.38, N = 3SE +/- 2.45, N = 3521.13518.07515.84

QMCPACK

QMCPACK is a modern high-performance open-source Quantum Monte Carlo (QMC) simulation code making use of MPI for this benchmark of the H20 example code. QMCPACK is an open-source production level many-body ab initio Quantum Monte Carlo code for computing the electronic structure of atoms, molecules, and solids. QMCPACK is supported by the U.S. Department of Energy. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTotal Execution Time - Seconds, Fewer Is BetterQMCPACK 3.10Input: simple-H2O1231224364860SE +/- 0.61, N = 3SE +/- 0.29, N = 3SE +/- 0.49, N = 351.4851.8551.341. (CXX) g++ options: -fopenmp -finline-limit=1000 -fstrict-aliasing -funroll-all-loops -march=native -O3 -fomit-frame-pointer -ffast-math -lm -pthread

WebP2 Image Encode

This is a test of Google's libwebp2 library with the WebP2 image encode utility and using a sample 6000x4000 pixel JPEG image as the input, similar to the WebP/libwebp test profile. WebP2 is currently experimental and under heavy development as ultimately the successor to WebP. WebP2 supports 10-bit HDR, more efficienct lossy compression, improved lossless compression, animation support, and full multi-threading support compared to WebP. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterWebP2 Image Encode 20210126Encode Settings: Quality 75, Compression Effort 71232004006008001000SE +/- 1.26, N = 3SE +/- 2.54, N = 3SE +/- 0.26, N = 3911.16902.47905.441. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -rdynamic -lOpenGL -lGLX -lGLU -lglut -lXmu -lXi -lpthread -ljpeg -lwebp -lwebpdemux

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 CPU12320406080100SE +/- 1.01, N = 3SE +/- 0.76, N = 3SE +/- 0.88, N = 31071081081. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

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: inception-v3123306090120150SE +/- 0.16, N = 3SE +/- 0.36, N = 3SE +/- 0.40, N = 3121.40122.52122.14MIN: 120.8 / MAX: 164.42MIN: 121.56 / MAX: 169.78MIN: 121.15 / MAX: 136.581. (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

JPEG XL

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL 0.3.1Encode Speed: 7123918273645SE +/- 0.15, N = 3SE +/- 0.14, N = 3SE +/- 0.25, N = 337.7837.7437.441. (CXX) g++ options: -funwind-tables -O3 -O2 -pthread -lbrotlicommon -lbrotlienc -lbrotlidec -ldl

WebP2 Image Encode

This is a test of Google's libwebp2 library with the WebP2 image encode utility and using a sample 6000x4000 pixel JPEG image as the input, similar to the WebP/libwebp test profile. WebP2 is currently experimental and under heavy development as ultimately the successor to WebP. WebP2 supports 10-bit HDR, more efficienct lossy compression, improved lossless compression, animation support, and full multi-threading support compared to WebP. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterWebP2 Image Encode 20210126Encode Settings: Quality 95, Compression Effort 7123400800120016002000SE +/- 3.91, N = 3SE +/- 0.75, N = 3SE +/- 3.32, N = 31664.801650.571649.931. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -rdynamic -lOpenGL -lGLX -lGLU -lglut -lXmu -lXi -lpthread -ljpeg -lwebp -lwebpdemux

CP2K Molecular Dynamics

CP2K is an open-source molecular dynamics software package focused on quantum chemistry and solid-state physics. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterCP2K Molecular Dynamics 8.1Fayalite-FIST Data1234008001200160020001785.891782.451795.45

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 1.2112330060090012001500SE +/- 12.77, N = 3SE +/- 12.95, N = 3SE +/- 15.12, N = 31438.31429.21433.21. (CXX) g++ options: -O3 -march=native -rdynamic -lboost_timer -lboost_system -lboost_chrono

dav1d

Dav1d is an open-source, speedy AV1 video decoder. This test profile times how long it takes to decode sample AV1 video content. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.8.1Video Input: Summer Nature 1080p123306090120150SE +/- 0.31, N = 3SE +/- 0.27, N = 3SE +/- 0.26, N = 3148.69149.47149.63MIN: 135.56 / MAX: 162.29MIN: 135.64 / MAX: 163.7MIN: 136.65 / MAX: 163.181. (CC) gcc options: -pthread

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 - Gridding123160320480640800SE +/- 3.65, N = 3SE +/- 3.95, N = 3SE +/- 3.49, N = 3719.16715.15719.651. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

WebP2 Image Encode

This is a test of Google's libwebp2 library with the WebP2 image encode utility and using a sample 6000x4000 pixel JPEG image as the input, similar to the WebP/libwebp test profile. WebP2 is currently experimental and under heavy development as ultimately the successor to WebP. WebP2 supports 10-bit HDR, more efficienct lossy compression, improved lossless compression, animation support, and full multi-threading support compared to WebP. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterWebP2 Image Encode 20210126Encode Settings: Default1233691215SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 313.0412.9712.971. (CXX) g++ options: -msse4.2 -fno-rtti -O3 -rdynamic -lOpenGL -lGLX -lGLU -lglut -lXmu -lXi -lpthread -ljpeg -lwebp -lwebpdemux

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: Libdeflate 1 - Process: Compression1234080120160200SE +/- 1.00, N = 31861851851. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

rav1e

Xiph rav1e is a Rust-written AV1 video encoder. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4Speed: 101230.36470.72941.09411.45881.8235SE +/- 0.003, N = 3SE +/- 0.001, N = 3SE +/- 0.003, N = 31.6211.6131.621

dav1d

Dav1d is an open-source, speedy AV1 video decoder. This test profile times how long it takes to decode sample AV1 video content. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.8.1Video Input: Summer Nature 4K1231020304050SE +/- 0.14, N = 3SE +/- 0.13, N = 3SE +/- 0.11, N = 341.6841.8441.87MIN: 37.97 / MAX: 46.92MIN: 38.43 / MAX: 46.88MIN: 38.51 / MAX: 46.761. (CC) gcc options: -pthread

GnuPG

This test times how long it takes to encrypt a sample file using GnuPG. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGnuPG 2.2.272.7GB Sample File Encryption12320406080100SE +/- 0.77, N = 3SE +/- 0.30, N = 3SE +/- 0.36, N = 387.2887.0986.911. (CC) gcc options: -O2

LAMMPS Molecular Dynamics Simulator

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

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: Rhodopsin Protein1230.52271.04541.56812.09082.6135SE +/- 0.006, N = 3SE +/- 0.005, N = 3SE +/- 0.004, N = 32.3142.3152.3231. (CXX) g++ options: -O3 -pthread -lm

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: shufflenet-v2-10 - Device: OpenMP CPU1232K4K6K8K10KSE +/- 12.23, N = 3SE +/- 15.69, N = 3SE +/- 7.40, N = 38477845684861. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt

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: Brotli 2 - Process: Decompression123130260390520650SE +/- 1.20, N = 35795805811. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

Pennant

Pennant is an application focused on hydrodynamics on general unstructured meshes in 2D. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgHydro Cycle Time - Seconds, Fewer Is BetterPennant 1.0.1Test: sedovbig12360120180240300SE +/- 2.21, N = 3SE +/- 2.76, N = 4SE +/- 2.87, N = 4255.08254.90254.251. (CXX) g++ options: -fopenmp -pthread -lmpi_cxx -lmpi

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 v212380160240320400SE +/- 0.48, N = 3SE +/- 1.21, N = 3SE +/- 0.31, N = 3353.46353.82352.72MIN: 352.48 / MAX: 359.71MIN: 351.96 / MAX: 360.16MIN: 350.01 / MAX: 363.021. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

dav1d

Dav1d is an open-source, speedy AV1 video decoder. This test profile times how long it takes to decode sample AV1 video content. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.8.1Video Input: Chimera 1080p1234080120160200SE +/- 0.15, N = 3SE +/- 0.16, N = 3SE +/- 0.13, N = 3159.32159.46159.81MIN: 117.77 / MAX: 286.59MIN: 117.71 / MAX: 286.64MIN: 117.85 / MAX: 287.151. (CC) gcc options: -pthread

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: BT.C1232K4K6K8K10KSE +/- 109.35, N = 4SE +/- 77.59, N = 9SE +/- 83.58, N = 99596.209575.549603.661. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 3.1.3

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: Zstd 1 - Process: Compression12380160240320400SE +/- 0.33, N = 33753763761. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Brotli 0 - Process: Compression123801602403204003773783781. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

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 - Degridding1232004006008001000SE +/- 3.53, N = 3SE +/- 2.46, N = 3SE +/- 5.46, N = 3938.10940.57939.241. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

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: SqueezeNet v1.112370140210280350SE +/- 0.29, N = 3SE +/- 0.36, N = 3SE +/- 0.79, N = 3325.17325.89325.41MIN: 323.52 / MAX: 326.8MIN: 324.53 / MAX: 328.35MIN: 322.96 / MAX: 329.421. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl

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 OpenMP - Degridding1232004006008001000SE +/- 1.78, N = 15SE +/- 2.06, N = 13SE +/- 4.36, N = 3983.51983.38981.331. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

LULESH

LULESH is the Livermore Unstructured Lagrangian Explicit Shock Hydrodynamics. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgz/s, More Is BetterLULESH 2.0.31232004006008001000SE +/- 1.09, N = 3SE +/- 2.54, N = 3SE +/- 2.30, N = 3931.91932.70930.641. (CXX) g++ options: -O3 -fopenmp -lm -pthread -lmpi_cxx -lmpi

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: Brotli 0 - Process: Decompression123110220330440550SE +/- 1.33, N = 3SE +/- 0.58, N = 34944954951. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

rav1e

Xiph rav1e is a Rust-written AV1 video encoder. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.4Speed: 61230.13210.26420.39630.52840.6605SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 30.5860.5860.587

Gcrypt Library

Libgcrypt is a general purpose cryptographic library developed as part of the GnuPG project. This is a benchmark of libgcrypt's integrated benchmark and is measuring the time to run the benchmark command with a cipher/mac/hash repetition count set for 50 times as simple, high level look at the overall crypto performance of the system under test. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGcrypt Library 1.912360120180240300SE +/- 0.54, N = 3SE +/- 0.65, N = 3SE +/- 0.37, N = 3294.48294.96294.811. (CC) gcc options: -O2 -fvisibility=hidden

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: Zstd 8 - Process: Decompression12330060090012001500SE +/- 0.40, N = 6SE +/- 1.20, N = 3SE +/- 0.58, N = 31342134013411. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

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: LU.C1232K4K6K8K10KSE +/- 10.55, N = 3SE +/- 4.42, N = 3SE +/- 6.28, N = 39745.219738.489732.861. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 3.1.3

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: Libdeflate 1 - Process: Decompression1232004006008001000SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 38528518511. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

dav1d

Dav1d is an open-source, speedy AV1 video decoder. This test profile times how long it takes to decode sample AV1 video content. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.8.1Video Input: Chimera 1080p 10-bit1231122334455SE +/- 0.07, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 346.9547.0047.00MIN: 31.7 / MAX: 107.29MIN: 31.93 / MAX: 106.12MIN: 31.92 / MAX: 105.821. (CC) gcc options: -pthread

Algebraic Multi-Grid Benchmark

AMG is a parallel algebraic multigrid solver for linear systems arising from problems on unstructured grids. The driver provided with AMG builds linear systems for various 3-dimensional problems. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFigure Of Merit, More Is BetterAlgebraic Multi-Grid Benchmark 1.212330M60M90M120M150MSE +/- 56286.09, N = 3SE +/- 109870.97, N = 3SE +/- 144244.08, N = 31374413331373114671373851331. (CC) gcc options: -lparcsr_ls -lparcsr_mv -lseq_mv -lIJ_mv -lkrylov -lHYPRE_utilities -lm -fopenmp -pthread -lmpi

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: Zstd 1 - Process: Decompression12330060090012001500SE +/- 1.00, N = 3SE +/- 0.67, N = 31247124712481. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

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.orgIterations Per Second, More Is BetterASKAP 1.0Test: Hogbom Clean OpenMP12320406080100SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 395.6695.6995.721. (CXX) g++ options: -O3 -fstrict-aliasing -fopenmp

CloverLeaf

CloverLeaf is a Lagrangian-Eulerian hydrodynamics benchmark. This test profile currently makes use of CloverLeaf's OpenMP version and benchmarked with the clover_bm.in input file (Problem 5). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterCloverLeafLagrangian-Eulerian Hydrodynamics12370140210280350SE +/- 0.15, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3311.70311.54311.571. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp

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: SP.B1237001400210028003500SE +/- 1.09, N = 3SE +/- 0.98, N = 3SE +/- 0.55, N = 33467.613467.073468.521. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 3.1.3

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_100123110220330440550SE +/- 0.01, N = 3SE +/- 0.10, N = 3SE +/- 0.03, N = 3515.60515.57515.511. (CXX) g++ options: -lm -lpthread -std=c++11 -Ofast

GROMACS

The GROMACS (GROningen MAchine for Chemical Simulations) molecular dynamics package testing on the CPU with the water_GMX50 data. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2021Input: water_GMX50_bare1230.05670.11340.17010.22680.2835SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 30.2520.2520.2521. (CXX) g++ options: -O3 -pthread

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: Brotli 2 - Process: Compression1233060901201501481481481. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

OpenBenchmarking.orgMB/s, More Is Betterlzbench 1.8Test: Crush 0 - Process: Decompression12390180270360450SE +/- 0.33, N = 34094094091. (CXX) g++ options: -pthread -fomit-frame-pointer -fstrict-aliasing -ffast-math -O3

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: MG.C12312002400360048006000SE +/- 32.16, N = 3SE +/- 214.25, N = 15SE +/- 236.59, N = 155632.104843.624249.131. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi2. Open MPI 3.1.3