Amazon EC2 c7g.4xlarge Graviton3 Tests

Graviton3 benchmarks by Michael Larabel.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2205256-NE-2205240NE24
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BLAS (Basic Linear Algebra Sub-Routine) Tests 2 Tests
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Chess Test Suite 6 Tests
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CPU Massive 22 Tests
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Cryptography 2 Tests
Electronic Design 1 Tests
Fortran Tests 4 Tests
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HPC - High Performance Computing 14 Tests
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MPI Benchmarks 7 Tests
Multi-Core 23 Tests
NVIDIA GPU Compute 3 Tests
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c7g.4xlarge
May 24
  8 Hours, 9 Minutes
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May 25
  20 Hours, 31 Minutes
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Amazon EC2 c7g.4xlarge Graviton3 TestsProcessorMotherboardChipsetMemoryDiskNetworkOSKernelCompilerFile-SystemSystem Layerc7g.4xlargea1.4xlargeARMv8 Neoverse-V1 (16 Cores)Amazon EC2 c7g.4xlarge (1.0 BIOS)Amazon Device 020032GB193GB Amazon Elastic Block StoreAmazon ElasticUbuntu 22.045.15.0-1004-aws (aarch64)GCC 11.2.0ext4amazonARMv8 Cortex-A72 (16 Cores)Amazon EC2 a1.4xlarge (1.0 BIOS)OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- --build=aarch64-linux-gnu --disable-libquadmath --disable-libquadmath-support --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-fix-cortex-a53-843419 --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-nls --enable-objc-gc=auto --enable-plugin --enable-shared --enable-threads=posix --host=aarch64-linux-gnu --program-prefix=aarch64-linux-gnu- --target=aarch64-linux-gnu --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-target-system-zlib=auto -v Java Details- OpenJDK Runtime Environment (build 11.0.15+10-Ubuntu-0ubuntu0.22.04.1)Python Details- Python 3.10.4Security Details- c7g.4xlarge: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Mitigation of CSV2 BHB + srbds: Not affected + tsx_async_abort: Not affected - a1.4xlarge: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Not affected + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Mitigation of Branch predictor hardening BHB + srbds: Not affected + tsx_async_abort: Not affected

c7g.4xlarge vs. a1.4xlarge ComparisonPhoronix Test Suite 10.8.4Baseline+247.2%+247.2%+494.4%+494.4%+741.6%+741.6%622.8%8.9%Eigen828.9%Memory Copying738.5%BLAS717%3 - Compression Speed631.8%CPU Cache596.2%574.2%i.i.1.C.P.D570.7%S.F.P.R556.7%i.i.1.C.P.D526.9%CG.C441.7%IS.D427.4%Carbon Nanotube395.8%369.9%Mobilenet Float363.2%Inception V4351.3%RSA4096332.8%I.R.V327.4%MG.C312.7%FT.C302.8%20k Atoms296%OpenMP CFD Solver295.6%RSA4096293.7%Mobilenet Quant280.9%fcn-resnet101-11 - CPU - Standard280%1000277.2%super-resolution-10 - CPU - Standard272.1%ArcFace ResNet-100 - CPU - Standard269.1%SqueezeNet268.8%500265.3%100260.8%MPI CPU - water_GMX50_bare257%O.S256.7%Time To Compile254.9%bertsquad-12 - CPU - Standard253.9%200252.7%Rhodopsin Protein248%GPT-2 - CPU - Standard245.6%SP.C245.3%DistinctUserID236.3%PartialTweets235.9%Time To Compile235.6%Jython229.9%BT.C228.4%Ninja227.5%Tradesoap217.3%2216.9%Kostya207.9%Time To Compile207.7%6206.6%LU.C202.2%Compression Rating201%199.1%Time To Compile195.4%T.F.A.T.T191.3%6, Lossless185.4%Tradebeans182.4%Time To Compile182.1%Time To Compile177.4%P.B.S176.3%EP.D175.6%Total Time - 4.1.R.P.P172%19 - D.S171.9%Q.1.L171.4%NASNet Mobile167.3%19, Long Mode - D.S167%10, Lossless163.8%Q.1.L.H.C158.7%3 - D.S157.1%P.P.A156.5%A.C.P154.4%Total Time151.4%OpenMP LavaMD151.4%C7552151.3%1000150.9%200149.1%500148.6%Trace Time147.7%SecureMark-TLS147.1%19, Long Mode - Compression Speed146.9%19 - Compression Speed143.8%100141.5%Thorough140.7%C2670139.1%LargeRand133.3%16 - 256 - 57131.8%H2128.4%CPU Stress112.6%1.H.M.2.D109.6%VoiceMark_100104.1%SHA256102.2%Vector Math102.1%Matrix Math988.6%Exhaustive99.3%CoreMark Size 666 - I.P.S98.9%Crypto93.4%Q.1.H.C91.4%D.R78.7%Time To Solve65.2%Elapsed Time49.9%IO_uringLeelaChessZeroStress-NGLeelaChessZeroZstd CompressionStress-NGHigh Performance Conjugate GradientAlgebraic Multi-Grid BenchmarkXcompact3d Incompact3dACES DGEMMXcompact3d Incompact3dNAS Parallel BenchmarksNAS Parallel BenchmarksGPAWLULESHTensorFlow LiteTensorFlow LiteOpenSSLTensorFlow LiteNAS Parallel BenchmarksNAS Parallel BenchmarksLAMMPS Molecular Dynamics SimulatorRodiniaOpenSSLTensorFlow LiteONNX RuntimeApache HTTP ServerONNX RuntimeONNX RuntimeTensorFlow LiteApache HTTP ServerApache HTTP ServerGROMACSRodiniaTimed Node.js CompilationONNX RuntimeApache HTTP ServerLAMMPS Molecular Dynamics SimulatorONNX RuntimeNAS Parallel BenchmarkssimdjsonsimdjsonTimed ImageMagick CompilationDaCapo BenchmarkNAS Parallel BenchmarksTimed LLVM CompilationDaCapo Benchmarklibavif avifencsimdjsonBuild2libavif avifencNAS Parallel Benchmarks7-Zip Compressionlibavif avifencTimed Gem5 CompilationPyBenchlibavif avifencDaCapo BenchmarkTimed PHP CompilationTimed Apache CompilationPHPBenchNAS Parallel BenchmarksC-RayZstd CompressionWebP Image EncodeTensorFlow LiteZstd Compressionlibavif avifencWebP Image EncodeZstd CompressionTimed MrBayes AnalysisTSCPStockfishRodiniaNgspicenginxnginxnginxPOV-RaySecureMarkZstd CompressionZstd CompressionnginxASTC EncoderNgspicesimdjsonLiquid-DSPDaCapo BenchmarkStress-NGasmFishGoogle SynthMarkOpenSSLStress-NGStress-NGASTC EncoderCoremarkStress-NGWebP Image Encode7-Zip Compressionm-queensN-QueensStress-NGc7g.4xlargea1.4xlarge

Amazon EC2 c7g.4xlarge Graviton3 Testsquantlib: hpcg: npb: BT.Cnpb: CG.Cnpb: EP.Dnpb: FT.Cnpb: IS.Dnpb: LU.Cnpb: MG.Cnpb: SP.Clczero: BLASlczero: Eigenrodinia: OpenMP LavaMDrodinia: OpenMP CFD Solverrodinia: OpenMP Streamclusteramg: mrbayes: Primate Phylogeny Analysisincompact3d: input.i3d 129 Cells Per Directionincompact3d: input.i3d 193 Cells Per Directionlammps: 20k Atomslammps: Rhodopsin Proteinlulesh: webp: Quality 100, Losslesswebp: Quality 100, Highest Compressionwebp: Quality 100, Lossless, Highest Compressionsimdjson: Kostyasimdjson: LargeRandsimdjson: PartialTweetssimdjson: DistinctUserIDdacapobench: H2dacapobench: Jythondacapobench: Tradesoapdacapobench: Tradebeanscompress-zstd: 3 - Compression Speedcompress-zstd: 3 - Decompression Speedcompress-zstd: 19 - Compression Speedcompress-zstd: 19 - Decompression Speedcompress-zstd: 19, Long Mode - Compression Speedcompress-zstd: 19, Long Mode - Decompression Speedtscp: AI Chess Performancemt-dgemm: Sustained Floating-Point Ratecoremark: CoreMark Size 666 - Iterations Per Secondcompress-7zip: Compression Ratingcompress-7zip: Decompression Ratingstockfish: Total Timeasmfish: 1024 Hash Memory, 26 Depthavifenc: 0avifenc: 2avifenc: 6avifenc: 6, Losslessavifenc: 10, Losslessbuild-apache: Time To Compilebuild-gem5: Time To Compilebuild-imagemagick: Time To Compilebuild-llvm: Ninjabuild-nodejs: Time To Compilebuild-php: Time To Compilebuild2: Time To Compilec-ray: Total Time - 4K, 16 Rays Per Pixelpovray: Trace Timem-queens: Time To Solven-queens: Elapsed Timengspice: C2670ngspice: C7552synthmark: VoiceMark_100securemark: SecureMark-TLSopenssl: SHA256openssl: RSA4096openssl: RSA4096liquid-dsp: 16 - 256 - 57gromacs: MPI CPU - water_GMX50_baretensorflow-lite: SqueezeNettensorflow-lite: Inception V4tensorflow-lite: NASNet Mobiletensorflow-lite: Mobilenet Floattensorflow-lite: Mobilenet Quanttensorflow-lite: Inception ResNet V2astcenc: Thoroughastcenc: Exhaustivestress-ng: Cryptostress-ng: IO_uringstress-ng: CPU Cachestress-ng: CPU Stressstress-ng: Matrix Mathstress-ng: Vector Mathstress-ng: Memory Copyinggpaw: Carbon Nanotubepybench: Total For Average Test Timesnginx: 100nginx: 200nginx: 500nginx: 1000onnx: GPT-2 - CPU - Standardonnx: bertsquad-12 - CPU - Standardonnx: fcn-resnet101-11 - CPU - Standardonnx: ArcFace ResNet-100 - CPU - Standardonnx: super-resolution-10 - CPU - Standardapache: 100apache: 200apache: 500apache: 1000phpbench: PHP Benchmark Suitec7g.4xlargea1.4xlarge2512.726.305810339.536571.95934.7211791.771041.907730.4113481.614467.1911031189143.33410.47813.2961258807333251.3978.0167142529.125857011.42511.29110940.93922.7699.34648.2081.940.72.622.6929513940352432034639.13508.541.23050.339.53240.613700945.853864405413.86055497824730542760889132134123256.841141.6989.38511.9085.76526.940391.17127.904544.929497.57969.483115.02038.51737.86366.82221.536198.224191.286675.635183708137220459732546.4178460.43836066671.1283257.9441855.111591.92156.601502.9540051.313.9248139.379723181.81843015.7864.315029.7180088.7455258.176693.32155.1801185345710.87352380.98346613.34346814.75799040738609281767231.8873676.9573546.3272719.336664843.778343148.181213.15339.202927.16197.572558.123266.361293.80135128360.30441.45047.430186716933644.78853.7706274182.5839392.8853.2452328.272461.80117.888124.7080.630.30.780.8674012997111829045633.91364.616.91121.7161213.95385000.891391203869.40201732498408911098043015331550768.302449.02228.77833.99115.20974.7421155.61593.6321784.6001765.910196.029353.912104.76193.801110.36832.285473.901480.793331.070743566785689517588.345328.61655133330.31612014.718891030986.79990.155724.6617116933.5198277.766911985.38918172.37464.852366.007356.8527341.47798.24769.3463452143155.48141436.20139414.84138205.1123121151016575718636.4320887.5820133.4919278.68241259OpenBenchmarking.org

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 1.21c7g.4xlarge5001000150020002500SE +/- 0.15, N = 32512.71. (CXX) g++ options: -O3 -march=native -rdynamic
OpenBenchmarking.orgMFLOPS, More Is BetterQuantLib 1.21c7g.4xlarge400800120016002000Min: 2512.5 / Avg: 2512.73 / Max: 25131. (CXX) g++ options: -O3 -march=native -rdynamic

a1.4xlarge: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

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 3.1a1.4xlargec7g.4xlarge612182430SE +/- 0.00065, N = 3SE +/- 0.03738, N = 33.7783426.305801. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -lmpi_cxx -lmpi
OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1a1.4xlargec7g.4xlarge612182430Min: 3.78 / Avg: 3.78 / Max: 3.78Min: 26.26 / Avg: 26.31 / Max: 26.381. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -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: BT.Ca1.4xlargec7g.4xlarge2K4K6K8K10KSE +/- 3.44, N = 3SE +/- 7.36, N = 33148.1810339.531. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: BT.Ca1.4xlargec7g.4xlarge2K4K6K8K10KMin: 3141.34 / Avg: 3148.18 / Max: 3152.19Min: 10325.26 / Avg: 10339.53 / Max: 10349.811. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: CG.Ca1.4xlargec7g.4xlarge14002800420056007000SE +/- 11.79, N = 6SE +/- 17.12, N = 31213.156571.951. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: CG.Ca1.4xlargec7g.4xlarge11002200330044005500Min: 1179 / Avg: 1213.15 / Max: 1248.52Min: 6551.05 / Avg: 6571.95 / Max: 6605.881. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.Da1.4xlargec7g.4xlarge2004006008001000SE +/- 0.24, N = 3SE +/- 0.39, N = 3339.20934.721. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.Da1.4xlargec7g.4xlarge160320480640800Min: 338.94 / Avg: 339.2 / Max: 339.67Min: 934.01 / Avg: 934.72 / Max: 935.361. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: FT.Ca1.4xlargec7g.4xlarge3K6K9K12K15KSE +/- 1.73, N = 3SE +/- 1.17, N = 32927.1611791.771. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: FT.Ca1.4xlargec7g.4xlarge2K4K6K8K10KMin: 2923.87 / Avg: 2927.16 / Max: 2929.76Min: 11789.44 / Avg: 11791.77 / Max: 11792.991. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: IS.Da1.4xlargec7g.4xlarge2004006008001000SE +/- 0.31, N = 3SE +/- 2.29, N = 3197.571041.901. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: IS.Da1.4xlargec7g.4xlarge2004006008001000Min: 197.2 / Avg: 197.57 / Max: 198.19Min: 1038.58 / Avg: 1041.9 / Max: 1046.31. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.Ca1.4xlargec7g.4xlarge17003400510068008500SE +/- 0.15, N = 3SE +/- 1.96, N = 32558.127730.411. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.Ca1.4xlargec7g.4xlarge13002600390052006500Min: 2557.84 / Avg: 2558.12 / Max: 2558.37Min: 7728.06 / Avg: 7730.41 / Max: 7734.311. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: MG.Ca1.4xlargec7g.4xlarge3K6K9K12K15KSE +/- 1.64, N = 3SE +/- 4.69, N = 33266.3613481.611. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: MG.Ca1.4xlargec7g.4xlarge2K4K6K8K10KMin: 3263.37 / Avg: 3266.36 / Max: 3269.01Min: 13472.59 / Avg: 13481.61 / Max: 13488.331. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.Ca1.4xlargec7g.4xlarge10002000300040005000SE +/- 2.51, N = 3SE +/- 9.61, N = 31293.804467.191. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz
OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.Ca1.4xlargec7g.4xlarge8001600240032004000Min: 1288.84 / Avg: 1293.8 / Max: 1296.88Min: 4449.83 / Avg: 4467.19 / Max: 4483.011. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

LeelaChessZero

LeelaChessZero (lc0 / lczero) is a chess engine automated vian neural networks. This test profile can be used for OpenCL, CUDA + cuDNN, and BLAS (CPU-based) benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.28Backend: BLASa1.4xlargec7g.4xlarge2004006008001000SE +/- 0.88, N = 3SE +/- 6.44, N = 313511031. (CXX) g++ options: -flto -pthread
OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.28Backend: BLASa1.4xlargec7g.4xlarge2004006008001000Min: 134 / Avg: 135.33 / Max: 137Min: 1090 / Avg: 1102.67 / Max: 11111. (CXX) g++ options: -flto -pthread

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.28Backend: Eigena1.4xlargec7g.4xlarge30060090012001500SE +/- 0.67, N = 3SE +/- 9.70, N = 312811891. (CXX) g++ options: -flto -pthread
OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.28Backend: Eigena1.4xlargec7g.4xlarge2004006008001000Min: 127 / Avg: 128.33 / Max: 129Min: 1171 / Avg: 1189.33 / Max: 12041. (CXX) g++ options: -flto -pthread

Rodinia

Rodinia is a suite focused upon accelerating compute-intensive applications with accelerators. CUDA, OpenMP, and OpenCL parallel models are supported by the included applications. This profile utilizes select OpenCL, NVIDIA CUDA and OpenMP test binaries at the moment. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LavaMDa1.4xlargec7g.4xlarge80160240320400SE +/- 0.07, N = 3SE +/- 0.15, N = 3360.30143.331. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LavaMDa1.4xlargec7g.4xlarge60120180240300Min: 360.17 / Avg: 360.3 / Max: 360.37Min: 143.14 / Avg: 143.33 / Max: 143.641. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP CFD Solvera1.4xlargec7g.4xlarge918273645SE +/- 0.08, N = 3SE +/- 0.02, N = 341.4510.481. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP CFD Solvera1.4xlargec7g.4xlarge918273645Min: 41.31 / Avg: 41.45 / Max: 41.6Min: 10.44 / Avg: 10.48 / Max: 10.511. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP Streamclustera1.4xlargec7g.4xlarge1122334455SE +/- 0.02, N = 3SE +/- 0.33, N = 1247.4313.301. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP Streamclustera1.4xlargec7g.4xlarge1020304050Min: 47.4 / Avg: 47.43 / Max: 47.47Min: 11.89 / Avg: 13.3 / Max: 14.871. (CXX) g++ options: -O2 -lOpenCL

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 1.2a1.4xlargec7g.4xlarge300M600M900M1200M1500MSE +/- 176548.39, N = 3SE +/- 952437.28, N = 318671693312588073331. (CC) gcc options: -lparcsr_ls -lparcsr_mv -lseq_mv -lIJ_mv -lkrylov -lHYPRE_utilities -lm -fopenmp -lmpi
OpenBenchmarking.orgFigure Of Merit, More Is BetterAlgebraic Multi-Grid Benchmark 1.2a1.4xlargec7g.4xlarge200M400M600M800M1000MMin: 186372300 / Avg: 186716933.33 / Max: 186955800Min: 1256931000 / Avg: 1258807333.33 / Max: 12600300001. (CC) gcc options: -lparcsr_ls -lparcsr_mv -lseq_mv -lIJ_mv -lkrylov -lHYPRE_utilities -lm -fopenmp -lmpi

Timed MrBayes Analysis

This test performs a bayesian analysis of a set of primate genome sequences in order to estimate their phylogeny. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MrBayes Analysis 3.2.7Primate Phylogeny Analysisa1.4xlargec7g.4xlarge140280420560700SE +/- 0.49, N = 3SE +/- 0.24, N = 3644.79251.401. (CC) gcc options: -O3 -std=c99 -pedantic -lm
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MrBayes Analysis 3.2.7Primate Phylogeny Analysisa1.4xlargec7g.4xlarge110220330440550Min: 644.13 / Avg: 644.79 / Max: 645.74Min: 251.04 / Avg: 251.4 / Max: 251.851. (CC) gcc options: -O3 -std=c99 -pedantic -lm

Xcompact3d Incompact3d

Xcompact3d Incompact3d is a Fortran-MPI based, finite difference high-performance code for solving the incompressible Navier-Stokes equation and as many as you need scalar transport equations. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: input.i3d 129 Cells Per Directiona1.4xlargec7g.4xlarge1224364860SE +/- 0.02862870, N = 3SE +/- 0.01401446, N = 353.770627408.016714251. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz
OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: input.i3d 129 Cells Per Directiona1.4xlargec7g.4xlarge1122334455Min: 53.73 / Avg: 53.77 / Max: 53.83Min: 8 / Avg: 8.02 / Max: 8.041. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: input.i3d 193 Cells Per Directiona1.4xlargec7g.4xlarge4080120160200SE +/- 0.15, N = 3SE +/- 0.03, N = 3182.5829.131. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz
OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: input.i3d 193 Cells Per Directiona1.4xlargec7g.4xlarge306090120150Min: 182.36 / Avg: 182.58 / Max: 182.88Min: 29.1 / Avg: 29.13 / Max: 29.181. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

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: 20k Atomsa1.4xlargec7g.4xlarge3691215SE +/- 0.074, N = 32.88511.4251. (CXX) g++ options: -O3 -lm
OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: 20k Atomsa1.4xlargec7g.4xlarge3691215Min: 2.74 / Avg: 2.89 / Max: 2.961. (CXX) g++ options: -O3 -lm

OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: Rhodopsin Proteina1.4xlargec7g.4xlarge3691215SE +/- 0.040, N = 3SE +/- 0.060, N = 33.24511.2911. (CXX) g++ options: -O3 -lm
OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: Rhodopsin Proteina1.4xlargec7g.4xlarge3691215Min: 3.17 / Avg: 3.25 / Max: 3.3Min: 11.17 / Avg: 11.29 / Max: 11.361. (CXX) g++ options: -O3 -lm

LULESH

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

OpenBenchmarking.orgz/s, More Is BetterLULESH 2.0.3a1.4xlargec7g.4xlarge2K4K6K8K10KSE +/- 6.27, N = 3SE +/- 76.73, N = 32328.2710940.941. (CXX) g++ options: -O3 -fopenmp -lm -lmpi_cxx -lmpi
OpenBenchmarking.orgz/s, More Is BetterLULESH 2.0.3a1.4xlargec7g.4xlarge2K4K6K8K10KMin: 2316.57 / Avg: 2328.27 / Max: 2338.01Min: 10787.69 / Avg: 10940.94 / Max: 11024.621. (CXX) g++ options: -O3 -fopenmp -lm -lmpi_cxx -lmpi

WebP Image Encode

This is a test of Google's libwebp with the cwebp image encode utility and using a sample 6000x4000 pixel JPEG image as the input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Losslessa1.4xlargec7g.4xlarge1428425670SE +/- 0.06, N = 3SE +/- 0.09, N = 361.8022.77-ltiff1. (CC) gcc options: -fvisibility=hidden -O2 -lm -ljpeg -lpng16
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Losslessa1.4xlargec7g.4xlarge1224364860Min: 61.68 / Avg: 61.8 / Max: 61.88Min: 22.67 / Avg: 22.77 / Max: 22.941. (CC) gcc options: -fvisibility=hidden -O2 -lm -ljpeg -lpng16

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Highest Compressiona1.4xlargec7g.4xlarge48121620SE +/- 0.072, N = 3SE +/- 0.007, N = 317.8889.346-ltiff1. (CC) gcc options: -fvisibility=hidden -O2 -lm -ljpeg -lpng16
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Highest Compressiona1.4xlargec7g.4xlarge510152025Min: 17.81 / Avg: 17.89 / Max: 18.03Min: 9.34 / Avg: 9.35 / Max: 9.361. (CC) gcc options: -fvisibility=hidden -O2 -lm -ljpeg -lpng16

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Lossless, Highest Compressiona1.4xlargec7g.4xlarge306090120150SE +/- 0.09, N = 3SE +/- 0.01, N = 3124.7148.21-ltiff1. (CC) gcc options: -fvisibility=hidden -O2 -lm -ljpeg -lpng16
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Lossless, Highest Compressiona1.4xlargec7g.4xlarge20406080100Min: 124.55 / Avg: 124.71 / Max: 124.84Min: 48.2 / Avg: 48.21 / Max: 48.221. (CC) gcc options: -fvisibility=hidden -O2 -lm -ljpeg -lpng16

simdjson

This is a benchmark of SIMDJSON, a high performance JSON parser. SIMDJSON aims to be the fastest JSON parser and is used by projects like Microsoft FishStore, Yandex ClickHouse, Shopify, and others. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 1.0Throughput Test: Kostyaa1.4xlargec7g.4xlarge0.43650.8731.30951.7462.1825SE +/- 0.00, N = 3SE +/- 0.00, N = 30.631.941. (CXX) g++ options: -O3
OpenBenchmarking.orgGB/s, More Is Bettersimdjson 1.0Throughput Test: Kostyaa1.4xlargec7g.4xlarge246810Min: 0.63 / Avg: 0.63 / Max: 0.63Min: 1.94 / Avg: 1.94 / Max: 1.941. (CXX) g++ options: -O3

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 1.0Throughput Test: LargeRandoma1.4xlargec7g.4xlarge0.15750.3150.47250.630.7875SE +/- 0.00, N = 3SE +/- 0.00, N = 30.30.71. (CXX) g++ options: -O3
OpenBenchmarking.orgGB/s, More Is Bettersimdjson 1.0Throughput Test: LargeRandoma1.4xlargec7g.4xlarge246810Min: 0.3 / Avg: 0.3 / Max: 0.3Min: 0.7 / Avg: 0.7 / Max: 0.71. (CXX) g++ options: -O3

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 1.0Throughput Test: PartialTweetsa1.4xlargec7g.4xlarge0.58951.1791.76852.3582.9475SE +/- 0.00, N = 3SE +/- 0.00, N = 30.782.621. (CXX) g++ options: -O3
OpenBenchmarking.orgGB/s, More Is Bettersimdjson 1.0Throughput Test: PartialTweetsa1.4xlargec7g.4xlarge246810Min: 0.78 / Avg: 0.78 / Max: 0.78Min: 2.62 / Avg: 2.62 / Max: 2.621. (CXX) g++ options: -O3

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 1.0Throughput Test: DistinctUserIDa1.4xlargec7g.4xlarge0.60531.21061.81592.42123.0265SE +/- 0.00, N = 3SE +/- 0.00, N = 30.802.691. (CXX) g++ options: -O3
OpenBenchmarking.orgGB/s, More Is Bettersimdjson 1.0Throughput Test: DistinctUserIDa1.4xlargec7g.4xlarge246810Min: 0.8 / Avg: 0.8 / Max: 0.8Min: 2.69 / Avg: 2.69 / Max: 2.691. (CXX) g++ options: -O3

DaCapo Benchmark

This test runs the DaCapo Benchmarks written in Java and intended to test system/CPU performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: H2a1.4xlargec7g.4xlarge14002800420056007000SE +/- 63.66, N = 4SE +/- 32.57, N = 567402951
OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: H2a1.4xlargec7g.4xlarge12002400360048006000Min: 6626 / Avg: 6740 / Max: 6920Min: 2868 / Avg: 2951 / Max: 3068

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: Jythona1.4xlargec7g.4xlarge3K6K9K12K15KSE +/- 48.38, N = 4SE +/- 6.99, N = 4129973940
OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: Jythona1.4xlargec7g.4xlarge2K4K6K8K10KMin: 12878 / Avg: 12997.25 / Max: 13093Min: 3927 / Avg: 3940.25 / Max: 3960

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: Tradesoapa1.4xlargec7g.4xlarge2K4K6K8K10KSE +/- 71.92, N = 4SE +/- 14.95, N = 4111823524
OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: Tradesoapa1.4xlargec7g.4xlarge2K4K6K8K10KMin: 10986 / Avg: 11181.5 / Max: 11320Min: 3487 / Avg: 3523.75 / Max: 3551

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: Tradebeansa1.4xlargec7g.4xlarge2K4K6K8K10KSE +/- 44.35, N = 4SE +/- 26.73, N = 490453203
OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: Tradebeansa1.4xlargec7g.4xlarge16003200480064008000Min: 8913 / Avg: 9045 / Max: 9102Min: 3141 / Avg: 3202.5 / Max: 3264

Zstd Compression

This test measures the time needed to compress/decompress a sample file (a FreeBSD disk image - FreeBSD-12.2-RELEASE-amd64-memstick.img) using Zstd compression with options for different compression levels / settings. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 3 - Compression Speeda1.4xlargec7g.4xlarge10002000300040005000SE +/- 4.47, N = 3SE +/- 9.57, N = 3633.94639.1-llzma1. (CC) gcc options: -O3 -pthread -lz
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 3 - Compression Speeda1.4xlargec7g.4xlarge8001600240032004000Min: 626.2 / Avg: 633.93 / Max: 641.7Min: 4620 / Avg: 4639.13 / Max: 4649.11. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 3 - Decompression Speeda1.4xlargec7g.4xlarge8001600240032004000SE +/- 21.59, N = 3SE +/- 2.07, N = 31364.63508.5-llzma1. (CC) gcc options: -O3 -pthread -lz
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 3 - Decompression Speeda1.4xlargec7g.4xlarge6001200180024003000Min: 1321.4 / Avg: 1364.57 / Max: 1387.3Min: 3504.5 / Avg: 3508.47 / Max: 3511.51. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19 - Compression Speeda1.4xlargec7g.4xlarge918273645SE +/- 0.03, N = 3SE +/- 0.00, N = 316.941.2-llzma1. (CC) gcc options: -O3 -pthread -lz
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19 - Compression Speeda1.4xlargec7g.4xlarge918273645Min: 16.9 / Avg: 16.93 / Max: 17Min: 41.2 / Avg: 41.2 / Max: 41.21. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19 - Decompression Speeda1.4xlargec7g.4xlarge7001400210028003500SE +/- 4.74, N = 3SE +/- 7.75, N = 31121.73050.3-llzma1. (CC) gcc options: -O3 -pthread -lz
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19 - Decompression Speeda1.4xlargec7g.4xlarge5001000150020002500Min: 1115.1 / Avg: 1121.7 / Max: 1130.9Min: 3042.5 / Avg: 3050.3 / Max: 3065.81. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19, Long Mode - Compression Speeda1.4xlargec7g.4xlarge918273645SE +/- 0.00, N = 3SE +/- 0.23, N = 316.039.5-llzma1. (CC) gcc options: -O3 -pthread -lz
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19, Long Mode - Compression Speeda1.4xlargec7g.4xlarge816243240Min: 16 / Avg: 16 / Max: 16Min: 39 / Avg: 39.47 / Max: 39.71. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19, Long Mode - Decompression Speeda1.4xlargec7g.4xlarge7001400210028003500SE +/- 15.28, N = 3SE +/- 6.93, N = 31213.93240.6-llzma1. (CC) gcc options: -O3 -pthread -lz
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19, Long Mode - Decompression Speeda1.4xlargec7g.4xlarge6001200180024003000Min: 1184 / Avg: 1213.9 / Max: 1234.3Min: 3229.8 / Avg: 3240.57 / Max: 3253.51. (CC) gcc options: -O3 -pthread -lz

TSCP

This is a performance test of TSCP, Tom Kerrigan's Simple Chess Program, which has a built-in performance benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterTSCP 1.81AI Chess Performancea1.4xlargec7g.4xlarge300K600K900K1200K1500KSE +/- 196.86, N = 5SE +/- 0.00, N = 553850013700941. (CC) gcc options: -O3 -march=native
OpenBenchmarking.orgNodes Per Second, More Is BetterTSCP 1.81AI Chess Performancea1.4xlargec7g.4xlarge200K400K600K800K1000KMin: 537869 / Avg: 538499.8 / Max: 538921Min: 1370094 / Avg: 1370094 / Max: 13700941. (CC) gcc options: -O3 -march=native

ACES DGEMM

This is a multi-threaded DGEMM benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOP/s, More Is BetterACES DGEMM 1.0Sustained Floating-Point Ratea1.4xlargec7g.4xlarge1.31712.63423.95135.26846.5855SE +/- 0.002370, N = 3SE +/- 0.016350, N = 30.8913915.8538641. (CC) gcc options: -O3 -march=native -fopenmp
OpenBenchmarking.orgGFLOP/s, More Is BetterACES DGEMM 1.0Sustained Floating-Point Ratea1.4xlargec7g.4xlarge246810Min: 0.89 / Avg: 0.89 / Max: 0.9Min: 5.83 / Avg: 5.85 / Max: 5.891. (CC) gcc options: -O3 -march=native -fopenmp

Coremark

This is a test of EEMBC CoreMark processor benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations/Sec, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per Seconda1.4xlargec7g.4xlarge90K180K270K360K450KSE +/- 116.54, N = 3SE +/- 3211.91, N = 3203869.40405413.861. (CC) gcc options: -O2 -lrt" -lrt
OpenBenchmarking.orgIterations/Sec, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per Seconda1.4xlargec7g.4xlarge70K140K210K280K350KMin: 203704.88 / Avg: 203869.4 / Max: 204094.65Min: 399077.13 / Avg: 405413.86 / Max: 409495.171. (CC) gcc options: -O2 -lrt" -lrt

7-Zip Compression

This is a test of 7-Zip compression/decompression with its integrated benchmark feature. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 21.06Test: Compression Ratinga1.4xlargec7g.4xlarge20K40K60K80K100KSE +/- 91.00, N = 3SE +/- 159.36, N = 332498978241. (CXX) g++ options: -lpthread -ldl -O2 -fPIC
OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 21.06Test: Compression Ratinga1.4xlargec7g.4xlarge20K40K60K80K100KMin: 32380 / Avg: 32498 / Max: 32677Min: 97563 / Avg: 97824.33 / Max: 981131. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 21.06Test: Decompression Ratinga1.4xlargec7g.4xlarge16K32K48K64K80KSE +/- 31.21, N = 3SE +/- 12.88, N = 340891730541. (CXX) g++ options: -lpthread -ldl -O2 -fPIC
OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 21.06Test: Decompression Ratinga1.4xlargec7g.4xlarge13K26K39K52K65KMin: 40833 / Avg: 40891 / Max: 40940Min: 73037 / Avg: 73053.67 / Max: 730791. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

Stockfish

This is a test of Stockfish, an advanced open-source C++11 chess benchmark that can scale up to 512 CPU threads. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 13Total Timea1.4xlargec7g.4xlarge6M12M18M24M30MSE +/- 123749.22, N = 3SE +/- 153578.64, N = 310980430276088911. (CXX) g++ options: -lgcov -lpthread -fno-exceptions -std=c++17 -fprofile-use -fno-peel-loops -fno-tracer -pedantic -O3 -flto -flto=jobserver
OpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 13Total Timea1.4xlargec7g.4xlarge5M10M15M20M25MMin: 10738520 / Avg: 10980430 / Max: 11146676Min: 27303905 / Avg: 27608891 / Max: 277929571. (CXX) g++ options: -lgcov -lpthread -fno-exceptions -std=c++17 -fprofile-use -fno-peel-loops -fno-tracer -pedantic -O3 -flto -flto=jobserver

asmFish

This is a test of asmFish, an advanced chess benchmark written in Assembly. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 Deptha1.4xlargec7g.4xlarge7M14M21M28M35MSE +/- 106812.26, N = 3SE +/- 104795.40, N = 31533155032134123
OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 Deptha1.4xlargec7g.4xlarge6M12M18M24M30MMin: 15140045 / Avg: 15331549.67 / Max: 15509284Min: 32023095 / Avg: 32134123.33 / Max: 32343588

libavif avifenc

This is a test of the AOMedia libavif library testing the encoding of a JPEG image to AV1 Image Format (AVIF). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.10Encoder Speed: 0a1.4xlargec7g.4xlarge170340510680850SE +/- 0.58, N = 3SE +/- 0.18, N = 3768.30256.841. (CXX) g++ options: -O3 -fPIC -lm
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.10Encoder Speed: 0a1.4xlargec7g.4xlarge140280420560700Min: 767.54 / Avg: 768.3 / Max: 769.45Min: 256.51 / Avg: 256.84 / Max: 257.11. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.10Encoder Speed: 2a1.4xlargec7g.4xlarge100200300400500SE +/- 0.29, N = 3SE +/- 0.11, N = 3449.02141.701. (CXX) g++ options: -O3 -fPIC -lm
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.10Encoder Speed: 2a1.4xlargec7g.4xlarge80160240320400Min: 448.45 / Avg: 449.02 / Max: 449.4Min: 141.5 / Avg: 141.7 / Max: 141.881. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.10Encoder Speed: 6a1.4xlargec7g.4xlarge714212835SE +/- 0.064, N = 3SE +/- 0.025, N = 328.7789.3851. (CXX) g++ options: -O3 -fPIC -lm
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.10Encoder Speed: 6a1.4xlargec7g.4xlarge612182430Min: 28.68 / Avg: 28.78 / Max: 28.9Min: 9.34 / Avg: 9.38 / Max: 9.411. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.10Encoder Speed: 6, Losslessa1.4xlargec7g.4xlarge816243240SE +/- 0.31, N = 3SE +/- 0.01, N = 333.9911.911. (CXX) g++ options: -O3 -fPIC -lm
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.10Encoder Speed: 6, Losslessa1.4xlargec7g.4xlarge714212835Min: 33.65 / Avg: 33.99 / Max: 34.6Min: 11.89 / Avg: 11.91 / Max: 11.921. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.10Encoder Speed: 10, Losslessa1.4xlargec7g.4xlarge48121620SE +/- 0.010, N = 3SE +/- 0.021, N = 315.2095.7651. (CXX) g++ options: -O3 -fPIC -lm
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.10Encoder Speed: 10, Losslessa1.4xlargec7g.4xlarge48121620Min: 15.19 / Avg: 15.21 / Max: 15.22Min: 5.73 / Avg: 5.76 / Max: 5.81. (CXX) g++ options: -O3 -fPIC -lm

Timed Apache Compilation

This test times how long it takes to build the Apache HTTPD web server. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Apache Compilation 2.4.41Time To Compilea1.4xlargec7g.4xlarge20406080100SE +/- 0.01, N = 3SE +/- 0.05, N = 374.7426.94
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Apache Compilation 2.4.41Time To Compilea1.4xlargec7g.4xlarge1428425670Min: 74.72 / Avg: 74.74 / Max: 74.76Min: 26.87 / Avg: 26.94 / Max: 27.04

Timed Gem5 Compilation

This test times how long it takes to compile Gem5. Gem5 is a simulator for computer system architecture research. Gem5 is widely used for computer architecture research within the industry, academia, and more. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Gem5 Compilation 21.2Time To Compilea1.4xlargec7g.4xlarge2004006008001000SE +/- 0.78, N = 3SE +/- 1.33, N = 31155.62391.17
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Gem5 Compilation 21.2Time To Compilea1.4xlargec7g.4xlarge2004006008001000Min: 1154.47 / Avg: 1155.62 / Max: 1157.1Min: 389.16 / Avg: 391.17 / Max: 393.69

Timed ImageMagick Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed ImageMagick Compilation 6.9.0Time To Compilea1.4xlargec7g.4xlarge20406080100SE +/- 0.27, N = 3SE +/- 0.13, N = 393.6327.90
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed ImageMagick Compilation 6.9.0Time To Compilea1.4xlargec7g.4xlarge20406080100Min: 93.22 / Avg: 93.63 / Max: 94.13Min: 27.67 / Avg: 27.9 / Max: 28.12

Timed LLVM Compilation

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

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 13.0Build System: Ninjaa1.4xlargec7g.4xlarge400800120016002000SE +/- 0.34, N = 3SE +/- 5.19, N = 31784.60544.93
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 13.0Build System: Ninjaa1.4xlargec7g.4xlarge30060090012001500Min: 1784.16 / Avg: 1784.6 / Max: 1785.27Min: 535.72 / Avg: 544.93 / Max: 553.68

Timed Node.js Compilation

This test profile times how long it takes to build/compile Node.js itself from source. Node.js is a JavaScript run-time built from the Chrome V8 JavaScript engine while itself is written in C/C++. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 17.3Time To Compilea1.4xlargec7g.4xlarge400800120016002000SE +/- 1.80, N = 3SE +/- 2.06, N = 31765.91497.58
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 17.3Time To Compilea1.4xlargec7g.4xlarge30060090012001500Min: 1762.78 / Avg: 1765.91 / Max: 1769.01Min: 493.85 / Avg: 497.58 / Max: 500.97

Timed PHP Compilation

This test times how long it takes to build PHP 7. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed PHP Compilation 7.4.2Time To Compilea1.4xlargec7g.4xlarge4080120160200SE +/- 0.08, N = 3SE +/- 0.11, N = 3196.0369.48
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed PHP Compilation 7.4.2Time To Compilea1.4xlargec7g.4xlarge4080120160200Min: 195.88 / Avg: 196.03 / Max: 196.15Min: 69.32 / Avg: 69.48 / Max: 69.7

Build2

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

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.13Time To Compilea1.4xlargec7g.4xlarge80160240320400SE +/- 1.89, N = 3SE +/- 0.64, N = 3353.91115.02
OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.13Time To Compilea1.4xlargec7g.4xlarge60120180240300Min: 351.57 / Avg: 353.91 / Max: 357.65Min: 113.8 / Avg: 115.02 / Max: 115.97

C-Ray

This is a test of C-Ray, a simple raytracer designed to test the floating-point CPU performance. This test is multi-threaded (16 threads per core), will shoot 8 rays per pixel for anti-aliasing, and will generate a 1600 x 1200 image. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 1.1Total Time - 4K, 16 Rays Per Pixela1.4xlargec7g.4xlarge20406080100SE +/- 2.00, N = 15SE +/- 0.02, N = 3104.7638.521. (CC) gcc options: -lm -lpthread -O3
OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 1.1Total Time - 4K, 16 Rays Per Pixela1.4xlargec7g.4xlarge20406080100Min: 97.09 / Avg: 104.76 / Max: 116.7Min: 38.49 / Avg: 38.52 / Max: 38.551. (CC) gcc options: -lm -lpthread -O3

POV-Ray

This is a test of POV-Ray, the Persistence of Vision Raytracer. POV-Ray is used to create 3D graphics using ray-tracing. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterPOV-Ray 3.7.0.7Trace Timea1.4xlargec7g.4xlarge20406080100SE +/- 0.94, N = 15SE +/- 0.01, N = 393.8037.861. (CXX) g++ options: -pipe -O3 -ffast-math -R/usr/lib -lXpm -lSM -lICE -lX11 -ltiff -ljpeg -lpng -lz -lrt -lm -lboost_thread -lboost_system
OpenBenchmarking.orgSeconds, Fewer Is BetterPOV-Ray 3.7.0.7Trace Timea1.4xlargec7g.4xlarge20406080100Min: 89.04 / Avg: 93.8 / Max: 100.81Min: 37.84 / Avg: 37.86 / Max: 37.891. (CXX) g++ options: -pipe -O3 -ffast-math -R/usr/lib -lXpm -lSM -lICE -lX11 -ltiff -ljpeg -lpng -lz -lrt -lm -lboost_thread -lboost_system

m-queens

A solver for the N-queens problem with multi-threading support via the OpenMP library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is Betterm-queens 1.2Time To Solvea1.4xlargec7g.4xlarge20406080100SE +/- 0.01, N = 3SE +/- 0.00, N = 3110.3766.821. (CXX) g++ options: -fopenmp -O2 -march=native
OpenBenchmarking.orgSeconds, Fewer Is Betterm-queens 1.2Time To Solvea1.4xlargec7g.4xlarge20406080100Min: 110.36 / Avg: 110.37 / Max: 110.38Min: 66.82 / Avg: 66.82 / Max: 66.831. (CXX) g++ options: -fopenmp -O2 -march=native

N-Queens

This is a test of the OpenMP version of a test that solves the N-queens problem. The board problem size is 18. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterN-Queens 1.0Elapsed Timea1.4xlargec7g.4xlarge714212835SE +/- 0.00, N = 3SE +/- 0.00, N = 332.2921.541. (CC) gcc options: -static -fopenmp -O3 -march=native
OpenBenchmarking.orgSeconds, Fewer Is BetterN-Queens 1.0Elapsed Timea1.4xlargec7g.4xlarge714212835Min: 32.28 / Avg: 32.29 / Max: 32.29Min: 21.54 / Avg: 21.54 / Max: 21.541. (CC) gcc options: -static -fopenmp -O3 -march=native

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: C2670a1.4xlargec7g.4xlarge100200300400500SE +/- 3.48, N = 3SE +/- 0.86, N = 3473.90198.221. (CC) gcc options: -O0 -fopenmp -lm -lstdc++ -lfftw3 -lXaw -lXmu -lXt -lXext -lX11 -lXft -lfontconfig -lXrender -lfreetype -lSM -lICE
OpenBenchmarking.orgSeconds, Fewer Is BetterNgspice 34Circuit: C2670a1.4xlargec7g.4xlarge80160240320400Min: 467.68 / Avg: 473.9 / Max: 479.7Min: 197.24 / Avg: 198.22 / Max: 199.941. (CC) gcc options: -O0 -fopenmp -lm -lstdc++ -lfftw3 -lXaw -lXmu -lXt -lXext -lX11 -lXft -lfontconfig -lXrender -lfreetype -lSM -lICE

OpenBenchmarking.orgSeconds, Fewer Is BetterNgspice 34Circuit: C7552a1.4xlargec7g.4xlarge100200300400500SE +/- 1.19, N = 3SE +/- 1.94, N = 3480.79191.291. (CC) gcc options: -O0 -fopenmp -lm -lstdc++ -lfftw3 -lXaw -lXmu -lXt -lXext -lX11 -lXft -lfontconfig -lXrender -lfreetype -lSM -lICE
OpenBenchmarking.orgSeconds, Fewer Is BetterNgspice 34Circuit: C7552a1.4xlargec7g.4xlarge90180270360450Min: 478.62 / Avg: 480.79 / Max: 482.72Min: 188.31 / Avg: 191.29 / Max: 194.941. (CC) gcc options: -O0 -fopenmp -lm -lstdc++ -lfftw3 -lXaw -lXmu -lXt -lXext -lX11 -lXft -lfontconfig -lXrender -lfreetype -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_100a1.4xlargec7g.4xlarge150300450600750SE +/- 0.00, N = 3SE +/- 0.32, N = 3331.07675.641. (CXX) g++ options: -lm -lpthread -std=c++11 -Ofast
OpenBenchmarking.orgVoices, More Is BetterGoogle SynthMark 20201109Test: VoiceMark_100a1.4xlargec7g.4xlarge120240360480600Min: 331.07 / Avg: 331.07 / Max: 331.07Min: 675.15 / Avg: 675.64 / Max: 676.251. (CXX) g++ options: -lm -lpthread -std=c++11 -Ofast

SecureMark

SecureMark is an objective, standardized benchmarking framework for measuring the efficiency of cryptographic processing solutions developed by EEMBC. SecureMark-TLS is benchmarking Transport Layer Security performance with a focus on IoT/edge computing. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgmarks, More Is BetterSecureMark 1.0.4Benchmark: SecureMark-TLSa1.4xlargec7g.4xlarge40K80K120K160K200KSE +/- 59.40, N = 3SE +/- 773.26, N = 3743561837081. (CC) gcc options: -pedantic -O3
OpenBenchmarking.orgmarks, More Is BetterSecureMark 1.0.4Benchmark: SecureMark-TLSa1.4xlargec7g.4xlarge30K60K90K120K150KMin: 74239.26 / Avg: 74356.36 / Max: 74432.21Min: 182165.75 / Avg: 183708.29 / Max: 184575.71. (CC) gcc options: -pedantic -O3

OpenSSL

OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. This test profile makes use of the built-in "openssl speed" benchmarking capabilities. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.0Algorithm: SHA256a1.4xlargec7g.4xlarge3000M6000M9000M12000M15000MSE +/- 12563225.46, N = 3SE +/- 7739237.92, N = 36785689517137220459731. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl
OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.0Algorithm: SHA256a1.4xlargec7g.4xlarge2000M4000M6000M8000M10000MMin: 6760580260 / Avg: 6785689516.67 / Max: 6799049020Min: 13712096220 / Avg: 13722045973.33 / Max: 137372892101. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl

OpenBenchmarking.orgsign/s, More Is BetterOpenSSL 3.0Algorithm: RSA4096a1.4xlargec7g.4xlarge5001000150020002500SE +/- 0.12, N = 3SE +/- 0.23, N = 3588.32546.41. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl
OpenBenchmarking.orgsign/s, More Is BetterOpenSSL 3.0Algorithm: RSA4096a1.4xlargec7g.4xlarge400800120016002000Min: 588.1 / Avg: 588.3 / Max: 588.5Min: 2546 / Avg: 2546.4 / Max: 2546.81. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl

OpenBenchmarking.orgverify/s, More Is BetterOpenSSL 3.0Algorithm: RSA4096a1.4xlargec7g.4xlarge40K80K120K160K200KSE +/- 63.75, N = 3SE +/- 82.61, N = 345328.6178460.41. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl
OpenBenchmarking.orgverify/s, More Is BetterOpenSSL 3.0Algorithm: RSA4096a1.4xlargec7g.4xlarge30K60K90K120K150KMin: 45201.2 / Avg: 45328.63 / Max: 45396Min: 178358.2 / Avg: 178460.37 / Max: 178623.91. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl

Liquid-DSP

LiquidSDR's Liquid-DSP is a software-defined radio (SDR) digital signal processing library. This test profile runs a multi-threaded benchmark of this SDR/DSP library focused on embedded platform usage. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 16 - Buffer Length: 256 - Filter Length: 57a1.4xlargec7g.4xlarge80M160M240M320M400MSE +/- 8819.17, N = 3SE +/- 400097.21, N = 31655133333836066671. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 16 - Buffer Length: 256 - Filter Length: 57a1.4xlargec7g.4xlarge70M140M210M280M350MMin: 165500000 / Avg: 165513333.33 / Max: 165530000Min: 382810000 / Avg: 383606666.67 / Max: 3840700001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

GROMACS

The GROMACS (GROningen MAchine for Chemical Simulations) molecular dynamics package testing with the water_GMX50 data. This test profile allows selecting between CPU and GPU-based GROMACS builds. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2022.1Implementation: MPI CPU - Input: water_GMX50_barea1.4xlargec7g.4xlarge0.25380.50760.76141.01521.269SE +/- 0.000, N = 3SE +/- 0.002, N = 30.3161.1281. (CXX) g++ options: -O3
OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2022.1Implementation: MPI CPU - Input: water_GMX50_barea1.4xlargec7g.4xlarge246810Min: 0.32 / Avg: 0.32 / Max: 0.32Min: 1.13 / Avg: 1.13 / Max: 1.131. (CXX) g++ options: -O3

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation focused on TensorFlow machine learning for mobile, IoT, edge, and other cases. 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 2022-05-18Model: SqueezeNeta1.4xlargec7g.4xlarge3K6K9K12K15KSE +/- 46.48, N = 3SE +/- 22.07, N = 312014.703257.94
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: SqueezeNeta1.4xlargec7g.4xlarge2K4K6K8K10KMin: 11923.3 / Avg: 12014.7 / Max: 12075.1Min: 3216.26 / Avg: 3257.94 / Max: 3291.38

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Inception V4a1.4xlargec7g.4xlarge40K80K120K160K200KSE +/- 1746.17, N = 3SE +/- 210.27, N = 3188910.041855.1
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Inception V4a1.4xlargec7g.4xlarge30K60K90K120K150KMin: 185496 / Avg: 188910 / Max: 191254Min: 41440.3 / Avg: 41855.1 / Max: 42122.5

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: NASNet Mobilea1.4xlargec7g.4xlarge7K14K21K28K35KSE +/- 49.84, N = 3SE +/- 121.56, N = 1530986.711591.9
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: NASNet Mobilea1.4xlargec7g.4xlarge5K10K15K20K25KMin: 30906.7 / Avg: 30986.67 / Max: 31078.2Min: 10847.8 / Avg: 11591.94 / Max: 12395.4

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Mobilenet Floata1.4xlargec7g.4xlarge2K4K6K8K10KSE +/- 113.94, N = 3SE +/- 19.61, N = 39990.152156.60
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Mobilenet Floata1.4xlargec7g.4xlarge2K4K6K8K10KMin: 9831.11 / Avg: 9990.15 / Max: 10211Min: 2129.52 / Avg: 2156.6 / Max: 2194.7

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Mobilenet Quanta1.4xlargec7g.4xlarge12002400360048006000SE +/- 20.90, N = 3SE +/- 17.76, N = 35724.661502.95
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Mobilenet Quanta1.4xlargec7g.4xlarge10002000300040005000Min: 5686.62 / Avg: 5724.66 / Max: 5758.7Min: 1468.14 / Avg: 1502.95 / Max: 1526.49

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Inception ResNet V2a1.4xlargec7g.4xlarge40K80K120K160K200KSE +/- 825.35, N = 3SE +/- 305.31, N = 3171169.040051.3
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Inception ResNet V2a1.4xlargec7g.4xlarge30K60K90K120K150KMin: 170102 / Avg: 171168.67 / Max: 172793Min: 39503.5 / Avg: 40051.33 / Max: 40558.8

ASTC Encoder

ASTC Encoder (astcenc) is for the Adaptive Scalable Texture Compression (ASTC) format commonly used with OpenGL, OpenGL ES, and Vulkan graphics APIs. This test profile does a coding test of both compression/decompression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.2Preset: Thorougha1.4xlargec7g.4xlarge816243240SE +/- 0.01, N = 3SE +/- 0.00, N = 333.5213.921. (CXX) g++ options: -O3 -flto -pthread
OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.2Preset: Thorougha1.4xlargec7g.4xlarge714212835Min: 33.51 / Avg: 33.52 / Max: 33.53Min: 13.92 / Avg: 13.92 / Max: 13.931. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.2Preset: Exhaustivea1.4xlargec7g.4xlarge60120180240300SE +/- 0.07, N = 3SE +/- 0.01, N = 3277.77139.381. (CXX) g++ options: -O3 -flto -pthread
OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.2Preset: Exhaustivea1.4xlargec7g.4xlarge50100150200250Min: 277.66 / Avg: 277.77 / Max: 277.89Min: 139.36 / Avg: 139.38 / Max: 139.391. (CXX) g++ options: -O3 -flto -pthread

Stress-NG

Stress-NG is a Linux stress tool developed by Colin King of Canonical. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: Cryptoa1.4xlargec7g.4xlarge5K10K15K20K25KSE +/- 6.29, N = 3SE +/- 32.01, N = 311985.3823181.811. (CC) gcc options: -O2 -std=gnu99 -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: Cryptoa1.4xlargec7g.4xlarge4K8K12K16K20KMin: 11977.75 / Avg: 11985.38 / Max: 11997.86Min: 23119.13 / Avg: 23181.81 / Max: 23224.41. (CC) gcc options: -O2 -std=gnu99 -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: IO_uringc7g.4xlargea1.4xlarge200K400K600K800K1000KSE +/- 614.16, N = 3SE +/- 3840.04, N = 3843015.78918172.371. (CC) gcc options: -O2 -std=gnu99 -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: IO_uringc7g.4xlargea1.4xlarge160K320K480K640K800KMin: 841810.62 / Avg: 843015.78 / Max: 843823.92Min: 912809.75 / Avg: 918172.37 / Max: 925614.931. (CC) gcc options: -O2 -std=gnu99 -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: CPU Cachec7g.4xlargea1.4xlarge100200300400500SE +/- 3.64, N = 12SE +/- 3.73, N = 364.31464.851. (CC) gcc options: -O2 -std=gnu99 -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: CPU Cachec7g.4xlargea1.4xlarge80160240320400Min: 40.19 / Avg: 64.31 / Max: 82.06Min: 458.31 / Avg: 464.85 / Max: 471.241. (CC) gcc options: -O2 -std=gnu99 -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: CPU Stressa1.4xlargec7g.4xlarge11002200330044005500SE +/- 0.16, N = 3SE +/- 0.41, N = 32366.005029.711. (CC) gcc options: -O2 -std=gnu99 -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: CPU Stressa1.4xlargec7g.4xlarge9001800270036004500Min: 2365.79 / Avg: 2366 / Max: 2366.31Min: 5028.91 / Avg: 5029.71 / Max: 5030.291. (CC) gcc options: -O2 -std=gnu99 -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: Matrix Matha1.4xlargec7g.4xlarge20K40K60K80K100KSE +/- 40.28, N = 3SE +/- 3.18, N = 37356.8580088.741. (CC) gcc options: -O2 -std=gnu99 -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: Matrix Matha1.4xlargec7g.4xlarge14K28K42K56K70KMin: 7276.52 / Avg: 7356.85 / Max: 7402.25Min: 80082.86 / Avg: 80088.74 / Max: 80093.791. (CC) gcc options: -O2 -std=gnu99 -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: Vector Matha1.4xlargec7g.4xlarge12K24K36K48K60KSE +/- 0.49, N = 3SE +/- 17.05, N = 327341.4755258.171. (CC) gcc options: -O2 -std=gnu99 -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: Vector Matha1.4xlargec7g.4xlarge10K20K30K40K50KMin: 27340.68 / Avg: 27341.47 / Max: 27342.37Min: 55237.21 / Avg: 55258.17 / Max: 55291.941. (CC) gcc options: -O2 -std=gnu99 -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: Memory Copyinga1.4xlargec7g.4xlarge14002800420056007000SE +/- 0.91, N = 3SE +/- 3.52, N = 3798.246693.321. (CC) gcc options: -O2 -std=gnu99 -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread
OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: Memory Copyinga1.4xlargec7g.4xlarge12002400360048006000Min: 796.83 / Avg: 798.24 / Max: 799.93Min: 6686.28 / Avg: 6693.32 / Max: 6696.971. (CC) gcc options: -O2 -std=gnu99 -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

GPAW

GPAW is a density-functional theory (DFT) Python code based on the projector-augmented wave (PAW) method and the atomic simulation environment (ASE). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGPAW 22.1Input: Carbon Nanotubea1.4xlargec7g.4xlarge170340510680850SE +/- 5.37, N = 3SE +/- 0.08, N = 3769.35155.181. (CC) gcc options: -shared -fwrapv -O2 -lxc -lblas -lmpi
OpenBenchmarking.orgSeconds, Fewer Is BetterGPAW 22.1Input: Carbon Nanotubea1.4xlargec7g.4xlarge140280420560700Min: 763.32 / Avg: 769.35 / Max: 780.07Min: 155.01 / Avg: 155.18 / Max: 155.291. (CC) gcc options: -shared -fwrapv -O2 -lxc -lblas -lmpi

PyBench

This test profile reports the total time of the different average timed test results from PyBench. PyBench reports average test times for different functions such as BuiltinFunctionCalls and NestedForLoops, with this total result providing a rough estimate as to Python's average performance on a given system. This test profile runs PyBench each time for 20 rounds. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test Timesa1.4xlargec7g.4xlarge7001400210028003500SE +/- 18.15, N = 3SE +/- 0.33, N = 334521185
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test Timesa1.4xlargec7g.4xlarge6001200180024003000Min: 3416 / Avg: 3452 / Max: 3474Min: 1184 / Avg: 1184.67 / Max: 1185

nginx

This is a benchmark of the lightweight Nginx HTTP(S) web-server. This Nginx web server benchmark test profile makes use of the Golang "Bombardier" program for facilitating the HTTP requests over a fixed period time with a configurable number of concurrent clients. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.21.1Concurrent Requests: 100a1.4xlargec7g.4xlarge70K140K210K280K350KSE +/- 22.67, N = 3SE +/- 2009.97, N = 3143155.48345710.871. (CC) gcc options: -lcrypt -lz -O3 -march=native
OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.21.1Concurrent Requests: 100a1.4xlargec7g.4xlarge60K120K180K240K300KMin: 143113.1 / Avg: 143155.48 / Max: 143190.63Min: 341701.14 / Avg: 345710.87 / Max: 347963.741. (CC) gcc options: -lcrypt -lz -O3 -march=native

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.21.1Concurrent Requests: 200a1.4xlargec7g.4xlarge80K160K240K320K400KSE +/- 133.96, N = 3SE +/- 3986.77, N = 3141436.20352380.981. (CC) gcc options: -lcrypt -lz -O3 -march=native
OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.21.1Concurrent Requests: 200a1.4xlargec7g.4xlarge60K120K180K240K300KMin: 141169.18 / Avg: 141436.2 / Max: 141588.71Min: 344424.56 / Avg: 352380.98 / Max: 356811.551. (CC) gcc options: -lcrypt -lz -O3 -march=native

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.21.1Concurrent Requests: 500a1.4xlargec7g.4xlarge70K140K210K280K350KSE +/- 141.15, N = 3SE +/- 1017.52, N = 3139414.84346613.341. (CC) gcc options: -lcrypt -lz -O3 -march=native
OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.21.1Concurrent Requests: 500a1.4xlargec7g.4xlarge60K120K180K240K300KMin: 139196.57 / Avg: 139414.84 / Max: 139679.01Min: 344614.99 / Avg: 346613.34 / Max: 347945.691. (CC) gcc options: -lcrypt -lz -O3 -march=native

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.21.1Concurrent Requests: 1000a1.4xlargec7g.4xlarge70K140K210K280K350KSE +/- 66.96, N = 3SE +/- 1410.11, N = 3138205.11346814.751. (CC) gcc options: -lcrypt -lz -O3 -march=native
OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.21.1Concurrent Requests: 1000a1.4xlargec7g.4xlarge60K120K180K240K300KMin: 138094.88 / Avg: 138205.11 / Max: 138326.1Min: 344622.05 / Avg: 346814.75 / Max: 349447.111. (CC) gcc options: -lcrypt -lz -O3 -march=native

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 1.11Model: GPT-2 - Device: CPU - Executor: Standarda1.4xlargec7g.4xlarge2K4K6K8K10KSE +/- 2.20, N = 3SE +/- 2.40, N = 3231279901. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: GPT-2 - Device: CPU - Executor: Standarda1.4xlargec7g.4xlarge14002800420056007000Min: 2308 / Avg: 2312.17 / Max: 2315.5Min: 7985.5 / Avg: 7990.17 / Max: 7993.51. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: bertsquad-12 - Device: CPU - Executor: Standarda1.4xlargec7g.4xlarge90180270360450SE +/- 0.88, N = 3SE +/- 0.17, N = 31154071. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: bertsquad-12 - Device: CPU - Executor: Standarda1.4xlargec7g.4xlarge70140210280350Min: 113.5 / Avg: 115.17 / Max: 116.5Min: 407 / Avg: 407.17 / Max: 407.51. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: fcn-resnet101-11 - Device: CPU - Executor: Standarda1.4xlargec7g.4xlarge918273645SE +/- 0.00, N = 3SE +/- 0.00, N = 310381. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: fcn-resnet101-11 - Device: CPU - Executor: Standarda1.4xlargec7g.4xlarge816243240Min: 9.5 / Avg: 9.5 / Max: 9.5Min: 38 / Avg: 38 / Max: 381. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: ArcFace ResNet-100 - Device: CPU - Executor: Standarda1.4xlargec7g.4xlarge130260390520650SE +/- 0.50, N = 3SE +/- 0.00, N = 31656091. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: ArcFace ResNet-100 - Device: CPU - Executor: Standarda1.4xlargec7g.4xlarge110220330440550Min: 163.5 / Avg: 164.5 / Max: 165Min: 608.5 / Avg: 608.5 / Max: 608.51. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: super-resolution-10 - Device: CPU - Executor: Standarda1.4xlargec7g.4xlarge6001200180024003000SE +/- 0.50, N = 3SE +/- 1.86, N = 375728171. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.11Model: super-resolution-10 - Device: CPU - Executor: Standarda1.4xlargec7g.4xlarge5001000150020002500Min: 756.5 / Avg: 757 / Max: 758Min: 2815 / Avg: 2817.33 / Max: 28211. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt

Apache HTTP Server

This is a test of the Apache HTTPD web server. This Apache HTTPD web server benchmark test profile makes use of the Golang "Bombardier" program for facilitating the HTTP requests over a fixed period time with a configurable number of concurrent clients. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.48Concurrent Requests: 100a1.4xlargec7g.4xlarge14K28K42K56K70KSE +/- 28.97, N = 3SE +/- 38.09, N = 318636.4367231.881. (CC) gcc options: -shared -fPIC -O2
OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.48Concurrent Requests: 100a1.4xlargec7g.4xlarge12K24K36K48K60KMin: 18584 / Avg: 18636.43 / Max: 18683.99Min: 67187.11 / Avg: 67231.88 / Max: 67307.651. (CC) gcc options: -shared -fPIC -O2

OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.48Concurrent Requests: 200a1.4xlargec7g.4xlarge16K32K48K64K80KSE +/- 59.55, N = 3SE +/- 649.31, N = 320887.5873676.951. (CC) gcc options: -shared -fPIC -O2
OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.48Concurrent Requests: 200a1.4xlargec7g.4xlarge13K26K39K52K65KMin: 20769.87 / Avg: 20887.58 / Max: 20962.15Min: 72788.14 / Avg: 73676.95 / Max: 74941.31. (CC) gcc options: -shared -fPIC -O2

OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.48Concurrent Requests: 500a1.4xlargec7g.4xlarge16K32K48K64K80KSE +/- 93.64, N = 3SE +/- 89.82, N = 320133.4973546.321. (CC) gcc options: -shared -fPIC -O2
OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.48Concurrent Requests: 500a1.4xlargec7g.4xlarge13K26K39K52K65KMin: 19971.62 / Avg: 20133.49 / Max: 20295.99Min: 73405.22 / Avg: 73546.32 / Max: 73713.171. (CC) gcc options: -shared -fPIC -O2

OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.48Concurrent Requests: 1000a1.4xlargec7g.4xlarge16K32K48K64K80KSE +/- 98.61, N = 3SE +/- 83.83, N = 319278.6872719.331. (CC) gcc options: -shared -fPIC -O2
OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.48Concurrent Requests: 1000a1.4xlargec7g.4xlarge13K26K39K52K65KMin: 19082.25 / Avg: 19278.68 / Max: 19392.14Min: 72567.8 / Avg: 72719.33 / Max: 72857.221. (CC) gcc options: -shared -fPIC -O2

PHPBench

PHPBench is a benchmark suite for PHP. It performs a large number of simple tests in order to bench various aspects of the PHP interpreter. PHPBench can be used to compare hardware, operating systems, PHP versions, PHP accelerators and caches, compiler options, etc. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark Suitea1.4xlargec7g.4xlarge140K280K420K560K700KSE +/- 816.27, N = 3SE +/- 525.83, N = 3241259666484
OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark Suitea1.4xlargec7g.4xlarge120K240K360K480K600KMin: 239636 / Avg: 241259.33 / Max: 242221Min: 665522 / Avg: 666484 / Max: 667333