Amazon EC2 c7g.4xlarge AWS Graviton3

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 2205259-NE-2205240NE17
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c7g.4xlarge
May 24
  7 Hours, 56 Minutes
c6g.4xlarge Graviton2
May 25
  10 Hours, 11 Minutes
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Amazon EC2 c7g.4xlarge AWS Graviton3ProcessorMotherboardChipsetMemoryDiskNetworkOSKernelCompilerFile-SystemSystem Layerc7g.4xlargec6g.4xlarge Graviton2ARMv8 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 Neoverse-N1 (16 Cores)Amazon EC2 c6g.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- 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

c7g.4xlarge vs. c6g.4xlarge Graviton2 ComparisonPhoronix Test Suite 10.8.4Baseline+71.4%+71.4%+142.8%+142.8%+214.2%+214.2%RSA4096285.5%RSA4096230.8%IS.D179.5%Memory Copying130.6%MG.C100.6%SP.C89.6%FT.C88.8%CG.C86.7%ArcFace ResNet-100 - CPU - Standard82.3%81.9%DistinctUserID75.8%PartialTweets73.5%CPU Cache72.9%268.1%EP.D67.2%Kostya63%OpenMP CFD Solver62.6%Total Time - 4.1.R.P.P61.8%BT.C60.3%58.4%A.C.P57.1%100056%P.P.A53%SecureMark-TLS52.7%LU.C50.6%OpenMP LavaMD50.5%19 - D.S48.7%P.B.S48.2%CPU Stress47.7%19, Long Mode - D.S47.5%20047.2%T.F.A.T.T46.9%50046.9%Vector Math46.4%16 - 256 - 5745.9%Time To Compile44.5%MPI CPU - water_GMX50_bare44.4%i.i.1.C.P.D44.4%44.2%10, Lossless44.2%VoiceMark_10043.6%10043.1%LargeRand42.9%Jython42.8%Eigen42.6%Rhodopsin Protein42.3%i.i.1.C.P.D40.9%639%Carbon Nanotube38.9%6, Lossless38.7%Compression Rating37.2%Q.1.L.H.C37.2%Q.1.L36.5%super-resolution-10 - CPU - Standard36%fcn-resnet101-11 - CPU - Standard35.7%Tradebeans35.6%35%Trace Time34.8%H234.3%C755233.4%33.4%C267033%Mobilenet Quant31.8%Q.1.H.C31.1%Crypto29.3%NASNet Mobile29.3%CoreMark Size 666 - I.P.S28.5%SHA25628%Time To Compile27.9%Tradesoap27.9%BLAS27.7%19, Long Mode - Compression Speed27.4%Total Time27.4%Time To Compile27%bertsquad-12 - CPU - Standard26.4%Time To Compile26.3%Ninja25.3%Matrix Math25%Time To Compile25%Time To Compile23.7%D.R22.9%S.F.P.R22.3%SqueezeNet21.8%1.H.M.2.D21.1%19 - Compression Speed19.1%Thorough18.7%O.S16.5%Mobilenet Float16%GPT-2 - CPU - Standard15%I.R.V14.7%Exhaustive14.2%20014.1%Time To Solve12.6%100012.5%10012.5%Inception V411.8%50011.6%IO_uring9.4%Elapsed Time7.4%OpenSSLOpenSSLNAS Parallel BenchmarksStress-NGNAS Parallel BenchmarksNAS Parallel BenchmarksNAS Parallel BenchmarksNAS Parallel BenchmarksONNX RuntimeLULESHsimdjsonsimdjsonStress-NGlibavif avifencNAS Parallel BenchmarkssimdjsonRodiniaC-RayNAS Parallel Benchmarkslibavif avifencTSCPApache HTTP ServerTimed MrBayes AnalysisSecureMarkNAS Parallel BenchmarksRodiniaZstd CompressionPHPBenchStress-NGZstd CompressionApache HTTP ServerPyBenchApache HTTP ServerStress-NGLiquid-DSPTimed ImageMagick CompilationGROMACSXcompact3d Incompact3dQuantLiblibavif avifencGoogle SynthMarkApache HTTP ServersimdjsonDaCapo BenchmarkLeelaChessZeroLAMMPS Molecular Dynamics SimulatorXcompact3d Incompact3dlibavif avifencGPAWlibavif avifenc7-Zip CompressionWebP Image EncodeWebP Image EncodeONNX RuntimeONNX RuntimeDaCapo BenchmarkAlgebraic Multi-Grid BenchmarkPOV-RayDaCapo BenchmarkNgspiceHigh Performance Conjugate GradientNgspiceTensorFlow LiteWebP Image EncodeStress-NGTensorFlow LiteCoremarkOpenSSLTimed PHP CompilationDaCapo BenchmarkLeelaChessZeroZstd CompressionStockfishTimed Apache CompilationONNX RuntimeTimed Node.js CompilationTimed LLVM CompilationStress-NGTimed Gem5 CompilationBuild27-Zip CompressionACES DGEMMTensorFlow LiteasmFishZstd CompressionASTC EncoderRodiniaTensorFlow LiteONNX RuntimeTensorFlow LiteASTC Encodernginxm-queensnginxnginxTensorFlow LitenginxStress-NGN-Queensc7g.4xlargec6g.4xlarge Graviton2

Amazon EC2 c7g.4xlarge AWS Graviton3stress-ng: Cryptostress-ng: IO_uringstress-ng: CPU Cachestress-ng: CPU Stressstress-ng: Matrix Mathstress-ng: Vector Mathstress-ng: Memory Copyingopenssl: SHA256amg: simdjson: Kostyasimdjson: LargeRandsimdjson: PartialTweetssimdjson: DistinctUserIDhpcg: mt-dgemm: Sustained Floating-Point Rateonnx: GPT-2 - CPU - Standardonnx: bertsquad-12 - CPU - Standardonnx: fcn-resnet101-11 - CPU - Standardonnx: ArcFace ResNet-100 - CPU - Standardonnx: super-resolution-10 - CPU - Standardcoremark: CoreMark Size 666 - Iterations Per Secondsecuremark: SecureMark-TLScompress-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 Speedquantlib: compress-7zip: Compression Ratingcompress-7zip: Decompression Ratinglczero: BLASlczero: Eigentscp: AI Chess Performancestockfish: Total Timeasmfish: 1024 Hash Memory, 26 Depthgromacs: MPI CPU - water_GMX50_barelammps: Rhodopsin Proteinnginx: 100nginx: 200nginx: 500nginx: 1000apache: 100apache: 200apache: 500apache: 1000liquid-dsp: 16 - 256 - 57phpbench: PHP Benchmark Suiteopenssl: RSA4096npb: BT.Cnpb: CG.Cnpb: EP.Dnpb: FT.Cnpb: IS.Dnpb: LU.Cnpb: MG.Cnpb: SP.Copenssl: RSA4096synthmark: VoiceMark_100lulesh: webp: Quality 100, Losslesswebp: Quality 100, Highest Compressionwebp: Quality 100, Lossless, Highest Compressiontensorflow-lite: SqueezeNettensorflow-lite: Inception V4tensorflow-lite: NASNet Mobiletensorflow-lite: Mobilenet Floattensorflow-lite: Mobilenet Quanttensorflow-lite: Inception ResNet V2pybench: Total For Average Test Timesdacapobench: H2dacapobench: Jythondacapobench: Tradesoapdacapobench: Tradebeansrodinia: OpenMP LavaMDrodinia: OpenMP CFD Solverrodinia: OpenMP Streamclustermrbayes: Primate Phylogeny Analysisincompact3d: input.i3d 129 Cells Per Directionincompact3d: input.i3d 193 Cells Per Directionavifenc: 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: C7552astcenc: Thoroughastcenc: Exhaustivegpaw: Carbon Nanotubec7g.4xlargec6g.4xlarge Graviton223181.81843015.7864.315029.7180088.7455258.176693.321372204597312588073331.940.72.622.6926.30585.8538647990407386092817405413.8605541837084639.13508.541.23050.339.53240.62512.7978247305411031189137009427608891321341231.12811.291345710.87352380.98346613.34346814.7567231.8873676.9573546.3272719.333836066676664842546.410339.536571.95934.7211791.771041.907730.4113481.614467.19178460.4675.63510940.93922.7699.34648.2083257.9441855.111591.92156.601502.9540051.311852951394035243203143.33410.47813.296251.3978.0167142529.1258570256.841141.6989.38511.9085.76526.940391.17127.904544.929497.57969.483115.02038.51737.86366.82221.536198.224191.28613.9248139.3797155.18017924.18770521.8137.193404.9464084.0837753.892903.00107231840839326529001.190.491.511.5319.72184.7851236948322283342072315464.3398001203012878.834.62051.631.02196.31742.4712855944586483487231321679245265404820.7817.935307349.36308938.67310596.58308213.1346995.3550059.9750077.8146629.45262890000449855660.66449.113520.86558.886244.48372.765133.896720.682356.1653951.5470.3896016.162731.08212.24866.1473969.3546793.914985.42500.871980.2445955.717413964562645064344215.66617.03515.484384.75311.573354741.0240835406.937238.20513.04616.5188.31134.201488.80540.333682.981628.40188.897142.27762.32351.04775.22423.136263.724255.20516.5222159.2039215.528OpenBenchmarking.org

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: Cryptoc7g.4xlargec6g.4xlarge Graviton25K10K15K20K25KSE +/- 32.01, N = 3SE +/- 92.83, N = 323181.8117924.181. (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: Cryptoc7g.4xlargec6g.4xlarge Graviton24K8K12K16K20KMin: 23119.13 / Avg: 23181.81 / Max: 23224.4Min: 17748.62 / Avg: 17924.18 / Max: 18064.261. (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.4xlargec6g.4xlarge Graviton2200K400K600K800K1000KSE +/- 614.16, N = 3SE +/- 2395.13, N = 3843015.78770521.811. (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: IO_uringc7g.4xlargec6g.4xlarge Graviton2150K300K450K600K750KMin: 841810.62 / Avg: 843015.78 / Max: 843823.92Min: 767318.01 / Avg: 770521.81 / Max: 775207.811. (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: CPU Cachec7g.4xlargec6g.4xlarge Graviton21428425670SE +/- 3.64, N = 12SE +/- 0.97, N = 1564.3137.191. (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.4xlargec6g.4xlarge Graviton21326395265Min: 40.19 / Avg: 64.31 / Max: 82.06Min: 30.31 / Avg: 37.19 / Max: 42.271. (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 Stressc7g.4xlargec6g.4xlarge Graviton211002200330044005500SE +/- 0.41, N = 3SE +/- 0.54, N = 35029.713404.941. (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: CPU Stressc7g.4xlargec6g.4xlarge Graviton29001800270036004500Min: 5028.91 / Avg: 5029.71 / Max: 5030.29Min: 3404.14 / Avg: 3404.94 / Max: 3405.971. (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 Mathc7g.4xlargec6g.4xlarge Graviton220K40K60K80K100KSE +/- 3.18, N = 3SE +/- 2.76, N = 380088.7464084.081. (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 Mathc7g.4xlargec6g.4xlarge Graviton214K28K42K56K70KMin: 80082.86 / Avg: 80088.74 / Max: 80093.79Min: 64078.65 / Avg: 64084.08 / Max: 64087.711. (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: Vector Mathc7g.4xlargec6g.4xlarge Graviton212K24K36K48K60KSE +/- 17.05, N = 3SE +/- 15.72, N = 355258.1737753.891. (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 Mathc7g.4xlargec6g.4xlarge Graviton210K20K30K40K50KMin: 55237.21 / Avg: 55258.17 / Max: 55291.94Min: 37737.89 / Avg: 37753.89 / Max: 37785.321. (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 Copyingc7g.4xlargec6g.4xlarge Graviton214002800420056007000SE +/- 3.52, N = 3SE +/- 3.75, N = 36693.322903.001. (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 Copyingc7g.4xlargec6g.4xlarge Graviton212002400360048006000Min: 6686.28 / Avg: 6693.32 / Max: 6696.97Min: 2895.63 / Avg: 2903 / Max: 2907.881. (CC) gcc options: -O2 -std=gnu99 -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

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: SHA256c7g.4xlargec6g.4xlarge Graviton23000M6000M9000M12000M15000MSE +/- 7739237.92, N = 3SE +/- 47755430.47, N = 313722045973107231840831. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl
OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.0Algorithm: SHA256c7g.4xlargec6g.4xlarge Graviton22000M4000M6000M8000M10000MMin: 13712096220 / Avg: 13722045973.33 / Max: 13737289210Min: 10627684700 / Avg: 10723184083.33 / Max: 107722160601. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl

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 1.2c7g.4xlargec6g.4xlarge Graviton2300M600M900M1200M1500MSE +/- 952437.28, N = 3SE +/- 3420043.89, N = 312588073339326529001. (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 1.2c7g.4xlargec6g.4xlarge Graviton2200M400M600M800M1000MMin: 1256931000 / Avg: 1258807333.33 / Max: 1260030000Min: 927742900 / Avg: 932652900 / Max: 9392321001. (CC) gcc options: -lparcsr_ls -lparcsr_mv -lseq_mv -lIJ_mv -lkrylov -lHYPRE_utilities -lm -fopenmp -lmpi

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: Kostyac7g.4xlargec6g.4xlarge Graviton20.43650.8731.30951.7462.1825SE +/- 0.00, N = 3SE +/- 0.00, N = 31.941.191. (CXX) g++ options: -O3
OpenBenchmarking.orgGB/s, More Is Bettersimdjson 1.0Throughput Test: Kostyac7g.4xlargec6g.4xlarge Graviton2246810Min: 1.94 / Avg: 1.94 / Max: 1.94Min: 1.19 / Avg: 1.19 / Max: 1.191. (CXX) g++ options: -O3

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 1.0Throughput Test: LargeRandomc7g.4xlargec6g.4xlarge Graviton20.15750.3150.47250.630.7875SE +/- 0.00, N = 3SE +/- 0.00, N = 30.700.491. (CXX) g++ options: -O3
OpenBenchmarking.orgGB/s, More Is Bettersimdjson 1.0Throughput Test: LargeRandomc7g.4xlargec6g.4xlarge Graviton2246810Min: 0.7 / Avg: 0.7 / Max: 0.7Min: 0.48 / Avg: 0.49 / Max: 0.491. (CXX) g++ options: -O3

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 1.0Throughput Test: PartialTweetsc7g.4xlargec6g.4xlarge Graviton20.58951.1791.76852.3582.9475SE +/- 0.00, N = 3SE +/- 0.00, N = 32.621.511. (CXX) g++ options: -O3
OpenBenchmarking.orgGB/s, More Is Bettersimdjson 1.0Throughput Test: PartialTweetsc7g.4xlargec6g.4xlarge Graviton2246810Min: 2.62 / Avg: 2.62 / Max: 2.62Min: 1.51 / Avg: 1.51 / Max: 1.511. (CXX) g++ options: -O3

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 1.0Throughput Test: DistinctUserIDc7g.4xlargec6g.4xlarge Graviton20.60531.21061.81592.42123.0265SE +/- 0.00, N = 3SE +/- 0.00, N = 32.691.531. (CXX) g++ options: -O3
OpenBenchmarking.orgGB/s, More Is Bettersimdjson 1.0Throughput Test: DistinctUserIDc7g.4xlargec6g.4xlarge Graviton2246810Min: 2.69 / Avg: 2.69 / Max: 2.69Min: 1.53 / Avg: 1.53 / Max: 1.531. (CXX) g++ options: -O3

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 3.1c7g.4xlargec6g.4xlarge Graviton2612182430SE +/- 0.04, N = 3SE +/- 0.02, N = 326.3119.721. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -lmpi_cxx -lmpi
OpenBenchmarking.orgGFLOP/s, More Is BetterHigh Performance Conjugate Gradient 3.1c7g.4xlargec6g.4xlarge Graviton2612182430Min: 26.26 / Avg: 26.31 / Max: 26.38Min: 19.7 / Avg: 19.72 / Max: 19.751. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -lmpi_cxx -lmpi

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 Ratec7g.4xlargec6g.4xlarge Graviton21.31712.63423.95135.26846.5855SE +/- 0.016350, N = 3SE +/- 0.007139, N = 35.8538644.7851231. (CC) gcc options: -O3 -march=native -fopenmp
OpenBenchmarking.orgGFLOP/s, More Is BetterACES DGEMM 1.0Sustained Floating-Point Ratec7g.4xlargec6g.4xlarge Graviton2246810Min: 5.83 / Avg: 5.85 / Max: 5.89Min: 4.77 / Avg: 4.79 / Max: 4.81. (CC) gcc options: -O3 -march=native -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 1.11Model: GPT-2 - Device: CPU - Executor: Standardc7g.4xlargec6g.4xlarge Graviton22K4K6K8K10KSE +/- 2.40, N = 3SE +/- 3.50, N = 3799069481. (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: Standardc7g.4xlargec6g.4xlarge Graviton214002800420056007000Min: 7985.5 / Avg: 7990.17 / Max: 7993.5Min: 6944 / Avg: 6947.5 / Max: 6954.51. (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: Standardc7g.4xlargec6g.4xlarge Graviton290180270360450SE +/- 0.17, N = 3SE +/- 0.17, N = 34073221. (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: Standardc7g.4xlargec6g.4xlarge Graviton270140210280350Min: 407 / Avg: 407.17 / Max: 407.5Min: 321.5 / Avg: 321.67 / Max: 3221. (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: Standardc7g.4xlargec6g.4xlarge Graviton2918273645SE +/- 0.00, N = 3SE +/- 0.00, N = 338281. (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: Standardc7g.4xlargec6g.4xlarge Graviton2816243240Min: 38 / Avg: 38 / Max: 38Min: 27.5 / Avg: 27.5 / Max: 27.51. (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: ArcFace ResNet-100 - Device: CPU - Executor: Standardc7g.4xlargec6g.4xlarge Graviton2130260390520650SE +/- 0.00, N = 3SE +/- 0.17, N = 36093341. (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: Standardc7g.4xlargec6g.4xlarge Graviton2110220330440550Min: 608.5 / Avg: 608.5 / Max: 608.5Min: 333.5 / Avg: 333.83 / Max: 3341. (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: Standardc7g.4xlargec6g.4xlarge Graviton26001200180024003000SE +/- 1.86, N = 3SE +/- 1.74, N = 3281720721. (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: Standardc7g.4xlargec6g.4xlarge Graviton25001000150020002500Min: 2815 / Avg: 2817.33 / Max: 2821Min: 2069.5 / Avg: 2072.33 / Max: 2075.51. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt

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 Secondc7g.4xlargec6g.4xlarge Graviton290K180K270K360K450KSE +/- 3211.91, N = 3SE +/- 49.84, N = 3405413.86315464.341. (CC) gcc options: -O2 -lrt" -lrt
OpenBenchmarking.orgIterations/Sec, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per Secondc7g.4xlargec6g.4xlarge Graviton270K140K210K280K350KMin: 399077.13 / Avg: 405413.86 / Max: 409495.17Min: 315395.23 / Avg: 315464.34 / Max: 315561.111. (CC) gcc options: -O2 -lrt" -lrt

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-TLSc7g.4xlargec6g.4xlarge Graviton240K80K120K160K200KSE +/- 773.26, N = 3SE +/- 23.07, N = 31837081203011. (CC) gcc options: -pedantic -O3
OpenBenchmarking.orgmarks, More Is BetterSecureMark 1.0.4Benchmark: SecureMark-TLSc7g.4xlargec6g.4xlarge Graviton230K60K90K120K150KMin: 182165.75 / Avg: 183708.29 / Max: 184575.7Min: 120260.21 / Avg: 120301.13 / Max: 120340.041. (CC) gcc options: -pedantic -O3

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 Speedc7g.4xlargec6g.4xlarge Graviton210002000300040005000SE +/- 9.57, N = 3SE +/- 6.37, N = 34639.12888.3-llzma1. (CC) gcc options: -O3 -pthread -lz
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 3 - Compression Speedc7g.4xlargec6g.4xlarge Graviton28001600240032004000Min: 4620 / Avg: 4639.13 / Max: 4649.1Min: 2876.8 / Avg: 2888.33 / Max: 2898.81. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 3 - Decompression Speedc7g.4xlarge8001600240032004000SE +/- 2.07, N = 33508.51. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19 - Compression Speedc7g.4xlargec6g.4xlarge Graviton2918273645SE +/- 0.00, N = 3SE +/- 0.06, N = 341.234.6-llzma1. (CC) gcc options: -O3 -pthread -lz
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19 - Compression Speedc7g.4xlargec6g.4xlarge Graviton2918273645Min: 41.2 / Avg: 41.2 / Max: 41.2Min: 34.5 / Avg: 34.6 / Max: 34.71. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19 - Decompression Speedc7g.4xlargec6g.4xlarge Graviton27001400210028003500SE +/- 7.75, N = 3SE +/- 12.10, N = 33050.32051.6-llzma1. (CC) gcc options: -O3 -pthread -lz
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19 - Decompression Speedc7g.4xlargec6g.4xlarge Graviton25001000150020002500Min: 3042.5 / Avg: 3050.3 / Max: 3065.8Min: 2035.9 / Avg: 2051.6 / Max: 2075.41. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19, Long Mode - Compression Speedc7g.4xlargec6g.4xlarge Graviton2918273645SE +/- 0.23, N = 3SE +/- 0.03, N = 339.531.0-llzma1. (CC) gcc options: -O3 -pthread -lz
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19, Long Mode - Compression Speedc7g.4xlargec6g.4xlarge Graviton2816243240Min: 39 / Avg: 39.47 / Max: 39.7Min: 30.9 / Avg: 30.97 / Max: 311. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19, Long Mode - Decompression Speedc7g.4xlargec6g.4xlarge Graviton27001400210028003500SE +/- 6.93, N = 3SE +/- 2.93, N = 33240.62196.3-llzma1. (CC) gcc options: -O3 -pthread -lz
OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19, Long Mode - Decompression Speedc7g.4xlargec6g.4xlarge Graviton26001200180024003000Min: 3229.8 / Avg: 3240.57 / Max: 3253.5Min: 2193.3 / Avg: 2196.33 / Max: 2202.21. (CC) gcc options: -O3 -pthread -lz

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.4xlargec6g.4xlarge Graviton25001000150020002500SE +/- 0.15, N = 3SE +/- 5.40, N = 32512.71742.41. (CXX) g++ options: -O3 -march=native -rdynamic
OpenBenchmarking.orgMFLOPS, More Is BetterQuantLib 1.21c7g.4xlargec6g.4xlarge Graviton2400800120016002000Min: 2512.5 / Avg: 2512.73 / Max: 2513Min: 1737 / Avg: 1742.4 / Max: 1753.21. (CXX) g++ options: -O3 -march=native -rdynamic

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 Ratingc7g.4xlargec6g.4xlarge Graviton220K40K60K80K100KSE +/- 159.36, N = 3SE +/- 44.77, N = 397824712851. (CXX) g++ options: -lpthread -ldl -O2 -fPIC
OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 21.06Test: Compression Ratingc7g.4xlargec6g.4xlarge Graviton220K40K60K80K100KMin: 97563 / Avg: 97824.33 / Max: 98113Min: 71213 / Avg: 71284.67 / Max: 713671. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 21.06Test: Decompression Ratingc7g.4xlargec6g.4xlarge Graviton216K32K48K64K80KSE +/- 12.88, N = 3SE +/- 239.68, N = 373054594451. (CXX) g++ options: -lpthread -ldl -O2 -fPIC
OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 21.06Test: Decompression Ratingc7g.4xlargec6g.4xlarge Graviton213K26K39K52K65KMin: 73037 / Avg: 73053.67 / Max: 73079Min: 58966 / Avg: 59445.33 / Max: 596891. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

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: BLASc7g.4xlargec6g.4xlarge Graviton22004006008001000SE +/- 6.44, N = 3SE +/- 10.22, N = 411038641. (CXX) g++ options: -flto -pthread
OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.28Backend: BLASc7g.4xlargec6g.4xlarge Graviton22004006008001000Min: 1090 / Avg: 1102.67 / Max: 1111Min: 840 / Avg: 864.25 / Max: 8901. (CXX) g++ options: -flto -pthread

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.28Backend: Eigenc7g.4xlargec6g.4xlarge Graviton230060090012001500SE +/- 9.70, N = 3SE +/- 12.00, N = 311898341. (CXX) g++ options: -flto -pthread
OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.28Backend: Eigenc7g.4xlargec6g.4xlarge Graviton22004006008001000Min: 1171 / Avg: 1189.33 / Max: 1204Min: 819 / Avg: 834.33 / Max: 8581. (CXX) g++ options: -flto -pthread

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 Performancec7g.4xlargec6g.4xlarge Graviton2300K600K900K1200K1500KSE +/- 0.00, N = 5SE +/- 338.27, N = 513700948723131. (CC) gcc options: -O3 -march=native
OpenBenchmarking.orgNodes Per Second, More Is BetterTSCP 1.81AI Chess Performancec7g.4xlargec6g.4xlarge Graviton2200K400K600K800K1000KMin: 1370094 / Avg: 1370094 / Max: 1370094Min: 871484 / Avg: 872312.6 / Max: 8728651. (CC) gcc options: -O3 -march=native

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 Timec7g.4xlargec6g.4xlarge Graviton26M12M18M24M30MSE +/- 153578.64, N = 3SE +/- 292329.99, N = 327608891216792451. (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 Timec7g.4xlargec6g.4xlarge Graviton25M10M15M20M25MMin: 27303905 / Avg: 27608891 / Max: 27792957Min: 21327596 / Avg: 21679245.33 / Max: 222595791. (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 Depthc7g.4xlargec6g.4xlarge Graviton27M14M21M28M35MSE +/- 104795.40, N = 3SE +/- 359309.26, N = 33213412326540482
OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 Depthc7g.4xlargec6g.4xlarge Graviton26M12M18M24M30MMin: 32023095 / Avg: 32134123.33 / Max: 32343588Min: 26061970 / Avg: 26540482 / Max: 27244043

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_barec7g.4xlargec6g.4xlarge Graviton20.25380.50760.76141.01521.269SE +/- 0.002, N = 3SE +/- 0.001, N = 31.1280.7811. (CXX) g++ options: -O3
OpenBenchmarking.orgNs Per Day, More Is BetterGROMACS 2022.1Implementation: MPI CPU - Input: water_GMX50_barec7g.4xlargec6g.4xlarge Graviton2246810Min: 1.13 / Avg: 1.13 / Max: 1.13Min: 0.78 / Avg: 0.78 / Max: 0.781. (CXX) g++ options: -O3

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 Proteinc7g.4xlargec6g.4xlarge Graviton23691215SE +/- 0.060, N = 3SE +/- 0.014, N = 311.2917.9351. (CXX) g++ options: -O3 -lm
OpenBenchmarking.orgns/day, More Is BetterLAMMPS Molecular Dynamics Simulator 29Oct2020Model: Rhodopsin Proteinc7g.4xlargec6g.4xlarge Graviton23691215Min: 11.17 / Avg: 11.29 / Max: 11.36Min: 7.91 / Avg: 7.93 / Max: 7.961. (CXX) g++ options: -O3 -lm

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: 100c7g.4xlargec6g.4xlarge Graviton270K140K210K280K350KSE +/- 2009.97, N = 3SE +/- 3992.58, N = 3345710.87307349.361. (CC) gcc options: -lcrypt -lz -O3 -march=native
OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.21.1Concurrent Requests: 100c7g.4xlargec6g.4xlarge Graviton260K120K180K240K300KMin: 341701.14 / Avg: 345710.87 / Max: 347963.74Min: 302113.55 / Avg: 307349.36 / Max: 315188.561. (CC) gcc options: -lcrypt -lz -O3 -march=native

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.21.1Concurrent Requests: 200c7g.4xlargec6g.4xlarge Graviton280K160K240K320K400KSE +/- 3986.77, N = 3SE +/- 1347.28, N = 3352380.98308938.671. (CC) gcc options: -lcrypt -lz -O3 -march=native
OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.21.1Concurrent Requests: 200c7g.4xlargec6g.4xlarge Graviton260K120K180K240K300KMin: 344424.56 / Avg: 352380.98 / Max: 356811.55Min: 306245.77 / Avg: 308938.67 / Max: 310367.171. (CC) gcc options: -lcrypt -lz -O3 -march=native

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.21.1Concurrent Requests: 500c7g.4xlargec6g.4xlarge Graviton270K140K210K280K350KSE +/- 1017.52, N = 3SE +/- 3783.68, N = 3346613.34310596.581. (CC) gcc options: -lcrypt -lz -O3 -march=native
OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.21.1Concurrent Requests: 500c7g.4xlargec6g.4xlarge Graviton260K120K180K240K300KMin: 344614.99 / Avg: 346613.34 / Max: 347945.69Min: 303433 / Avg: 310596.58 / Max: 316290.471. (CC) gcc options: -lcrypt -lz -O3 -march=native

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.21.1Concurrent Requests: 1000c7g.4xlargec6g.4xlarge Graviton270K140K210K280K350KSE +/- 1410.11, N = 3SE +/- 1677.89, N = 3346814.75308213.131. (CC) gcc options: -lcrypt -lz -O3 -march=native
OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.21.1Concurrent Requests: 1000c7g.4xlargec6g.4xlarge Graviton260K120K180K240K300KMin: 344622.05 / Avg: 346814.75 / Max: 349447.11Min: 306510.05 / Avg: 308213.13 / Max: 311568.781. (CC) gcc options: -lcrypt -lz -O3 -march=native

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: 100c7g.4xlargec6g.4xlarge Graviton214K28K42K56K70KSE +/- 38.09, N = 3SE +/- 93.03, N = 367231.8846995.351. (CC) gcc options: -shared -fPIC -O2
OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.48Concurrent Requests: 100c7g.4xlargec6g.4xlarge Graviton212K24K36K48K60KMin: 67187.11 / Avg: 67231.88 / Max: 67307.65Min: 46816.56 / Avg: 46995.35 / Max: 47129.331. (CC) gcc options: -shared -fPIC -O2

OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.48Concurrent Requests: 200c7g.4xlargec6g.4xlarge Graviton216K32K48K64K80KSE +/- 649.31, N = 3SE +/- 112.65, N = 373676.9550059.971. (CC) gcc options: -shared -fPIC -O2
OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.48Concurrent Requests: 200c7g.4xlargec6g.4xlarge Graviton213K26K39K52K65KMin: 72788.14 / Avg: 73676.95 / Max: 74941.3Min: 49842.68 / Avg: 50059.97 / Max: 50220.181. (CC) gcc options: -shared -fPIC -O2

OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.48Concurrent Requests: 500c7g.4xlargec6g.4xlarge Graviton216K32K48K64K80KSE +/- 89.82, N = 3SE +/- 578.32, N = 373546.3250077.811. (CC) gcc options: -shared -fPIC -O2
OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.48Concurrent Requests: 500c7g.4xlargec6g.4xlarge Graviton213K26K39K52K65KMin: 73405.22 / Avg: 73546.32 / Max: 73713.17Min: 48925.08 / Avg: 50077.81 / Max: 50736.491. (CC) gcc options: -shared -fPIC -O2

OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.48Concurrent Requests: 1000c7g.4xlargec6g.4xlarge Graviton216K32K48K64K80KSE +/- 83.83, N = 3SE +/- 276.10, N = 372719.3346629.451. (CC) gcc options: -shared -fPIC -O2
OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.48Concurrent Requests: 1000c7g.4xlargec6g.4xlarge Graviton213K26K39K52K65KMin: 72567.8 / Avg: 72719.33 / Max: 72857.22Min: 46348.82 / Avg: 46629.45 / Max: 47181.621. (CC) gcc options: -shared -fPIC -O2

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: 57c7g.4xlargec6g.4xlarge Graviton280M160M240M320M400MSE +/- 400097.21, N = 3SE +/- 35118.85, N = 33836066672628900001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid
OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 16 - Buffer Length: 256 - Filter Length: 57c7g.4xlargec6g.4xlarge Graviton270M140M210M280M350MMin: 382810000 / Avg: 383606666.67 / Max: 384070000Min: 262820000 / Avg: 262890000 / Max: 2629300001. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

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 Suitec7g.4xlargec6g.4xlarge Graviton2140K280K420K560K700KSE +/- 525.83, N = 3SE +/- 743.13, N = 3666484449855
OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark Suitec7g.4xlargec6g.4xlarge Graviton2120K240K360K480K600KMin: 665522 / Avg: 666484 / Max: 667333Min: 448715 / Avg: 449855.33 / Max: 451251

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.orgsign/s, More Is BetterOpenSSL 3.0Algorithm: RSA4096c7g.4xlargec6g.4xlarge Graviton25001000150020002500SE +/- 0.23, N = 3SE +/- 0.03, N = 32546.4660.61. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl
OpenBenchmarking.orgsign/s, More Is BetterOpenSSL 3.0Algorithm: RSA4096c7g.4xlargec6g.4xlarge Graviton2400800120016002000Min: 2546 / Avg: 2546.4 / Max: 2546.8Min: 660.5 / Avg: 660.57 / Max: 660.61. (CC) gcc options: -pthread -O3 -lssl -lcrypto -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: BT.Cc7g.4xlargec6g.4xlarge Graviton22K4K6K8K10KSE +/- 7.36, N = 3SE +/- 3.20, N = 310339.536449.111. (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.Cc7g.4xlargec6g.4xlarge Graviton22K4K6K8K10KMin: 10325.26 / Avg: 10339.53 / Max: 10349.81Min: 6444.55 / Avg: 6449.11 / Max: 6455.291. (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.Cc7g.4xlargec6g.4xlarge Graviton214002800420056007000SE +/- 17.12, N = 3SE +/- 9.95, N = 36571.953520.861. (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.Cc7g.4xlargec6g.4xlarge Graviton211002200330044005500Min: 6551.05 / Avg: 6571.95 / Max: 6605.88Min: 3501.43 / Avg: 3520.86 / Max: 3534.331. (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: EP.Dc7g.4xlargec6g.4xlarge Graviton22004006008001000SE +/- 0.39, N = 3SE +/- 0.23, N = 3934.72558.881. (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.Dc7g.4xlargec6g.4xlarge Graviton2160320480640800Min: 934.01 / Avg: 934.72 / Max: 935.36Min: 558.51 / Avg: 558.88 / Max: 559.31. (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: FT.Cc7g.4xlargec6g.4xlarge Graviton23K6K9K12K15KSE +/- 1.17, N = 3SE +/- 1.10, N = 311791.776244.481. (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.Cc7g.4xlargec6g.4xlarge Graviton22K4K6K8K10KMin: 11789.44 / Avg: 11791.77 / Max: 11792.99Min: 6242.29 / Avg: 6244.48 / Max: 6245.71. (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.Dc7g.4xlargec6g.4xlarge Graviton22004006008001000SE +/- 2.29, N = 3SE +/- 0.20, N = 31041.90372.761. (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.Dc7g.4xlargec6g.4xlarge Graviton22004006008001000Min: 1038.58 / Avg: 1041.9 / Max: 1046.3Min: 372.52 / Avg: 372.76 / Max: 373.151. (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.Cc7g.4xlargec6g.4xlarge Graviton217003400510068008500SE +/- 1.96, N = 3SE +/- 0.90, N = 37730.415133.891. (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.Cc7g.4xlargec6g.4xlarge Graviton213002600390052006500Min: 7728.06 / Avg: 7730.41 / Max: 7734.31Min: 5132.39 / Avg: 5133.89 / Max: 5135.491. (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.Cc7g.4xlargec6g.4xlarge Graviton23K6K9K12K15KSE +/- 4.69, N = 3SE +/- 1.39, N = 313481.616720.681. (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.Cc7g.4xlargec6g.4xlarge Graviton22K4K6K8K10KMin: 13472.59 / Avg: 13481.61 / Max: 13488.33Min: 6719.25 / Avg: 6720.68 / Max: 6723.471. (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.Cc7g.4xlargec6g.4xlarge Graviton210002000300040005000SE +/- 9.61, N = 3SE +/- 0.57, N = 34467.192356.161. (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.Cc7g.4xlargec6g.4xlarge Graviton28001600240032004000Min: 4449.83 / Avg: 4467.19 / Max: 4483.01Min: 2355.3 / Avg: 2356.16 / Max: 2357.241. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

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.orgverify/s, More Is BetterOpenSSL 3.0Algorithm: RSA4096c7g.4xlargec6g.4xlarge Graviton240K80K120K160K200KSE +/- 82.61, N = 3SE +/- 3.30, N = 3178460.453951.51. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl
OpenBenchmarking.orgverify/s, More Is BetterOpenSSL 3.0Algorithm: RSA4096c7g.4xlargec6g.4xlarge Graviton230K60K90K120K150KMin: 178358.2 / Avg: 178460.37 / Max: 178623.9Min: 53945.2 / Avg: 53951.53 / Max: 53956.31. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl

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_100c7g.4xlargec6g.4xlarge Graviton2150300450600750SE +/- 0.32, N = 3SE +/- 0.33, N = 3675.64470.391. (CXX) g++ options: -lm -lpthread -std=c++11 -Ofast
OpenBenchmarking.orgVoices, More Is BetterGoogle SynthMark 20201109Test: VoiceMark_100c7g.4xlargec6g.4xlarge Graviton2120240360480600Min: 675.15 / Avg: 675.64 / Max: 676.25Min: 470.05 / Avg: 470.39 / Max: 471.051. (CXX) g++ options: -lm -lpthread -std=c++11 -Ofast

LULESH

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

OpenBenchmarking.orgz/s, More Is BetterLULESH 2.0.3c7g.4xlargec6g.4xlarge Graviton22K4K6K8K10KSE +/- 76.73, N = 3SE +/- 4.88, N = 310940.946016.161. (CXX) g++ options: -O3 -fopenmp -lm -lmpi_cxx -lmpi
OpenBenchmarking.orgz/s, More Is BetterLULESH 2.0.3c7g.4xlargec6g.4xlarge Graviton22K4K6K8K10KMin: 10787.69 / Avg: 10940.94 / Max: 11024.62Min: 6009.82 / Avg: 6016.16 / Max: 6025.751. (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, Losslessc7g.4xlargec6g.4xlarge Graviton2714212835SE +/- 0.09, N = 3SE +/- 0.02, N = 322.7731.08-ltiff1. (CC) gcc options: -fvisibility=hidden -O2 -lm -ljpeg -lpng16
OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Losslessc7g.4xlargec6g.4xlarge Graviton2714212835Min: 22.67 / Avg: 22.77 / Max: 22.94Min: 31.05 / Avg: 31.08 / Max: 31.111. (CC) gcc options: -fvisibility=hidden -O2 -lm -ljpeg -lpng16

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100, Highest Compressionc7g.4xlargec6g.4xlarge Graviton23691215SE +/- 0.007, N = 3SE +/- 0.043, N = 39.34612.248-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 Compressionc7g.4xlargec6g.4xlarge Graviton248121620Min: 9.34 / Avg: 9.35 / Max: 9.36Min: 12.2 / Avg: 12.25 / Max: 12.331. (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 Compressionc7g.4xlargec6g.4xlarge Graviton21530456075SE +/- 0.01, N = 3SE +/- 0.01, N = 348.2166.15-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 Compressionc7g.4xlargec6g.4xlarge Graviton21326395265Min: 48.2 / Avg: 48.21 / Max: 48.22Min: 66.13 / Avg: 66.15 / Max: 66.161. (CC) gcc options: -fvisibility=hidden -O2 -lm -ljpeg -lpng16

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: SqueezeNetc7g.4xlargec6g.4xlarge Graviton29001800270036004500SE +/- 22.07, N = 3SE +/- 37.23, N = 33257.943969.35
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: SqueezeNetc7g.4xlargec6g.4xlarge Graviton27001400210028003500Min: 3216.26 / Avg: 3257.94 / Max: 3291.38Min: 3901.04 / Avg: 3969.35 / Max: 4029.15

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Inception V4c7g.4xlargec6g.4xlarge Graviton210K20K30K40K50KSE +/- 210.27, N = 3SE +/- 197.89, N = 341855.146793.9
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Inception V4c7g.4xlargec6g.4xlarge Graviton28K16K24K32K40KMin: 41440.3 / Avg: 41855.1 / Max: 42122.5Min: 46548.4 / Avg: 46793.9 / Max: 47185.5

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: NASNet Mobilec7g.4xlargec6g.4xlarge Graviton23K6K9K12K15KSE +/- 121.56, N = 15SE +/- 203.15, N = 1511591.914985.4
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: NASNet Mobilec7g.4xlargec6g.4xlarge Graviton23K6K9K12K15KMin: 10847.8 / Avg: 11591.94 / Max: 12395.4Min: 13965.4 / Avg: 14985.42 / Max: 16307.5

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Mobilenet Floatc7g.4xlargec6g.4xlarge Graviton25001000150020002500SE +/- 19.61, N = 3SE +/- 28.63, N = 32156.602500.87
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Mobilenet Floatc7g.4xlargec6g.4xlarge Graviton2400800120016002000Min: 2129.52 / Avg: 2156.6 / Max: 2194.7Min: 2462.74 / Avg: 2500.87 / Max: 2556.93

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Mobilenet Quantc7g.4xlargec6g.4xlarge Graviton2400800120016002000SE +/- 17.76, N = 3SE +/- 14.44, N = 31502.951980.24
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Mobilenet Quantc7g.4xlargec6g.4xlarge Graviton230060090012001500Min: 1468.14 / Avg: 1502.95 / Max: 1526.49Min: 1956.49 / Avg: 1980.24 / Max: 2006.34

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Inception ResNet V2c7g.4xlargec6g.4xlarge Graviton210K20K30K40K50KSE +/- 305.31, N = 3SE +/- 336.95, N = 340051.345955.7
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Inception ResNet V2c7g.4xlargec6g.4xlarge Graviton28K16K24K32K40KMin: 39503.5 / Avg: 40051.33 / Max: 40558.8Min: 45554.1 / Avg: 45955.73 / Max: 46625.2

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 Timesc7g.4xlargec6g.4xlarge Graviton2400800120016002000SE +/- 0.33, N = 3SE +/- 1.67, N = 311851741
OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test Timesc7g.4xlargec6g.4xlarge Graviton230060090012001500Min: 1184 / Avg: 1184.67 / Max: 1185Min: 1739 / Avg: 1740.67 / Max: 1744

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: H2c7g.4xlargec6g.4xlarge Graviton29001800270036004500SE +/- 32.57, N = 5SE +/- 45.89, N = 429513964
OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: H2c7g.4xlargec6g.4xlarge Graviton27001400210028003500Min: 2868 / Avg: 2951 / Max: 3068Min: 3843 / Avg: 3964 / Max: 4056

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: Jythonc7g.4xlargec6g.4xlarge Graviton212002400360048006000SE +/- 6.99, N = 4SE +/- 23.29, N = 439405626
OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: Jythonc7g.4xlargec6g.4xlarge Graviton210002000300040005000Min: 3927 / Avg: 3940.25 / Max: 3960Min: 5587 / Avg: 5625.5 / Max: 5693

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: Tradesoapc7g.4xlargec6g.4xlarge Graviton210002000300040005000SE +/- 14.95, N = 4SE +/- 27.95, N = 435244506
OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: Tradesoapc7g.4xlargec6g.4xlarge Graviton28001600240032004000Min: 3487 / Avg: 3523.75 / Max: 3551Min: 4428 / Avg: 4506.25 / Max: 4560

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: Tradebeansc7g.4xlargec6g.4xlarge Graviton29001800270036004500SE +/- 26.73, N = 4SE +/- 40.13, N = 432034344
OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: Tradebeansc7g.4xlargec6g.4xlarge Graviton28001600240032004000Min: 3141 / Avg: 3202.5 / Max: 3264Min: 4257 / Avg: 4343.5 / Max: 4428

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 LavaMDc7g.4xlargec6g.4xlarge Graviton250100150200250SE +/- 0.15, N = 3SE +/- 0.01, N = 3143.33215.671. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP LavaMDc7g.4xlargec6g.4xlarge Graviton24080120160200Min: 143.14 / Avg: 143.33 / Max: 143.64Min: 215.65 / Avg: 215.67 / Max: 215.691. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP CFD Solverc7g.4xlargec6g.4xlarge Graviton248121620SE +/- 0.02, N = 3SE +/- 0.05, N = 310.4817.041. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP CFD Solverc7g.4xlargec6g.4xlarge Graviton248121620Min: 10.44 / Avg: 10.48 / Max: 10.51Min: 16.97 / Avg: 17.03 / Max: 17.121. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP Streamclusterc7g.4xlargec6g.4xlarge Graviton248121620SE +/- 0.33, N = 12SE +/- 0.26, N = 1513.3015.481. (CXX) g++ options: -O2 -lOpenCL
OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP Streamclusterc7g.4xlargec6g.4xlarge Graviton248121620Min: 11.89 / Avg: 13.3 / Max: 14.87Min: 14.26 / Avg: 15.48 / Max: 17.081. (CXX) g++ options: -O2 -lOpenCL

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 Analysisc7g.4xlargec6g.4xlarge Graviton280160240320400SE +/- 0.24, N = 3SE +/- 0.11, N = 3251.40384.751. (CC) gcc options: -O3 -std=c99 -pedantic -lm
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MrBayes Analysis 3.2.7Primate Phylogeny Analysisc7g.4xlargec6g.4xlarge Graviton270140210280350Min: 251.04 / Avg: 251.4 / Max: 251.85Min: 384.53 / Avg: 384.75 / Max: 384.881. (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 Directionc7g.4xlargec6g.4xlarge Graviton23691215SE +/- 0.01401446, N = 3SE +/- 0.01351889, N = 38.0167142511.573354701. (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 Directionc7g.4xlargec6g.4xlarge Graviton23691215Min: 8 / Avg: 8.02 / Max: 8.04Min: 11.55 / Avg: 11.57 / Max: 11.591. (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 Directionc7g.4xlargec6g.4xlarge Graviton2918273645SE +/- 0.03, N = 3SE +/- 0.01, N = 329.1341.021. (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 Directionc7g.4xlargec6g.4xlarge Graviton2918273645Min: 29.1 / Avg: 29.13 / Max: 29.18Min: 41.01 / Avg: 41.02 / Max: 41.051. (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

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: 0c7g.4xlargec6g.4xlarge Graviton290180270360450SE +/- 0.18, N = 3SE +/- 0.13, N = 3256.84406.941. (CXX) g++ options: -O3 -fPIC -lm
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.10Encoder Speed: 0c7g.4xlargec6g.4xlarge Graviton270140210280350Min: 256.51 / Avg: 256.84 / Max: 257.1Min: 406.75 / Avg: 406.94 / Max: 407.191. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.10Encoder Speed: 2c7g.4xlargec6g.4xlarge Graviton250100150200250SE +/- 0.11, N = 3SE +/- 0.12, N = 3141.70238.211. (CXX) g++ options: -O3 -fPIC -lm
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.10Encoder Speed: 2c7g.4xlargec6g.4xlarge Graviton24080120160200Min: 141.5 / Avg: 141.7 / Max: 141.88Min: 237.98 / Avg: 238.21 / Max: 238.41. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.10Encoder Speed: 6c7g.4xlargec6g.4xlarge Graviton23691215SE +/- 0.025, N = 3SE +/- 0.006, N = 39.38513.0461. (CXX) g++ options: -O3 -fPIC -lm
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.10Encoder Speed: 6c7g.4xlargec6g.4xlarge Graviton248121620Min: 9.34 / Avg: 9.38 / Max: 9.41Min: 13.04 / Avg: 13.05 / Max: 13.061. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.10Encoder Speed: 6, Losslessc7g.4xlargec6g.4xlarge Graviton248121620SE +/- 0.01, N = 3SE +/- 0.17, N = 311.9116.521. (CXX) g++ options: -O3 -fPIC -lm
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.10Encoder Speed: 6, Losslessc7g.4xlargec6g.4xlarge Graviton248121620Min: 11.89 / Avg: 11.91 / Max: 11.92Min: 16.18 / Avg: 16.52 / Max: 16.71. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.10Encoder Speed: 10, Losslessc7g.4xlargec6g.4xlarge Graviton2246810SE +/- 0.021, N = 3SE +/- 0.026, N = 35.7658.3111. (CXX) g++ options: -O3 -fPIC -lm
OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.10Encoder Speed: 10, Losslessc7g.4xlargec6g.4xlarge Graviton23691215Min: 5.73 / Avg: 5.76 / Max: 5.8Min: 8.27 / Avg: 8.31 / Max: 8.361. (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 Compilec7g.4xlargec6g.4xlarge Graviton2816243240SE +/- 0.05, N = 3SE +/- 0.01, N = 326.9434.20
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Apache Compilation 2.4.41Time To Compilec7g.4xlargec6g.4xlarge Graviton2714212835Min: 26.87 / Avg: 26.94 / Max: 27.04Min: 34.18 / Avg: 34.2 / Max: 34.23

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 Compilec7g.4xlargec6g.4xlarge Graviton2110220330440550SE +/- 1.33, N = 3SE +/- 0.53, N = 3391.17488.81
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Gem5 Compilation 21.2Time To Compilec7g.4xlargec6g.4xlarge Graviton290180270360450Min: 389.16 / Avg: 391.17 / Max: 393.69Min: 487.79 / Avg: 488.81 / Max: 489.55

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 Compilec7g.4xlargec6g.4xlarge Graviton2918273645SE +/- 0.13, N = 3SE +/- 0.22, N = 327.9040.33
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed ImageMagick Compilation 6.9.0Time To Compilec7g.4xlargec6g.4xlarge Graviton2816243240Min: 27.67 / Avg: 27.9 / Max: 28.12Min: 39.91 / Avg: 40.33 / Max: 40.64

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: Ninjac7g.4xlargec6g.4xlarge Graviton2150300450600750SE +/- 5.19, N = 3SE +/- 0.49, N = 3544.93682.98
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 13.0Build System: Ninjac7g.4xlargec6g.4xlarge Graviton2120240360480600Min: 535.72 / Avg: 544.93 / Max: 553.68Min: 682.05 / Avg: 682.98 / Max: 683.7

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 Compilec7g.4xlargec6g.4xlarge Graviton2140280420560700SE +/- 2.06, N = 3SE +/- 0.37, N = 3497.58628.40
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 17.3Time To Compilec7g.4xlargec6g.4xlarge Graviton2110220330440550Min: 493.85 / Avg: 497.58 / Max: 500.97Min: 627.82 / Avg: 628.4 / Max: 629.09

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 Compilec7g.4xlargec6g.4xlarge Graviton220406080100SE +/- 0.11, N = 3SE +/- 0.31, N = 369.4888.90
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed PHP Compilation 7.4.2Time To Compilec7g.4xlargec6g.4xlarge Graviton220406080100Min: 69.32 / Avg: 69.48 / Max: 69.7Min: 88.57 / Avg: 88.9 / Max: 89.52

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 Compilec7g.4xlargec6g.4xlarge Graviton2306090120150SE +/- 0.64, N = 3SE +/- 0.70, N = 3115.02142.28
OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.13Time To Compilec7g.4xlargec6g.4xlarge Graviton2306090120150Min: 113.8 / Avg: 115.02 / Max: 115.97Min: 140.89 / Avg: 142.28 / Max: 143.17

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 Pixelc7g.4xlargec6g.4xlarge Graviton21428425670SE +/- 0.02, N = 3SE +/- 0.03, N = 338.5262.321. (CC) gcc options: -lm -lpthread -O3
OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 1.1Total Time - 4K, 16 Rays Per Pixelc7g.4xlargec6g.4xlarge Graviton21224364860Min: 38.49 / Avg: 38.52 / Max: 38.55Min: 62.29 / Avg: 62.32 / Max: 62.381. (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 Timec7g.4xlargec6g.4xlarge Graviton21224364860SE +/- 0.01, N = 3SE +/- 0.00, N = 337.8651.051. (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 Timec7g.4xlargec6g.4xlarge Graviton21020304050Min: 37.84 / Avg: 37.86 / Max: 37.89Min: 51.04 / Avg: 51.05 / Max: 51.051. (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 Solvec7g.4xlargec6g.4xlarge Graviton220406080100SE +/- 0.00, N = 3SE +/- 0.00, N = 366.8275.221. (CXX) g++ options: -fopenmp -O2 -march=native
OpenBenchmarking.orgSeconds, Fewer Is Betterm-queens 1.2Time To Solvec7g.4xlargec6g.4xlarge Graviton21428425670Min: 66.82 / Avg: 66.82 / Max: 66.83Min: 75.22 / Avg: 75.22 / Max: 75.231. (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 Timec7g.4xlargec6g.4xlarge Graviton2612182430SE +/- 0.00, N = 3SE +/- 0.00, N = 321.5423.141. (CC) gcc options: -static -fopenmp -O3 -march=native
OpenBenchmarking.orgSeconds, Fewer Is BetterN-Queens 1.0Elapsed Timec7g.4xlargec6g.4xlarge Graviton2510152025Min: 21.54 / Avg: 21.54 / Max: 21.54Min: 23.13 / Avg: 23.14 / Max: 23.141. (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: C2670c7g.4xlargec6g.4xlarge Graviton260120180240300SE +/- 0.86, N = 3SE +/- 0.91, N = 3198.22263.721. (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: C2670c7g.4xlargec6g.4xlarge Graviton250100150200250Min: 197.24 / Avg: 198.22 / Max: 199.94Min: 262.1 / Avg: 263.72 / Max: 265.251. (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: C7552c7g.4xlargec6g.4xlarge Graviton260120180240300SE +/- 1.94, N = 3SE +/- 2.40, N = 7191.29255.211. (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: C7552c7g.4xlargec6g.4xlarge Graviton250100150200250Min: 188.31 / Avg: 191.29 / Max: 194.94Min: 242.65 / Avg: 255.21 / Max: 261.231. (CC) gcc options: -O0 -fopenmp -lm -lstdc++ -lfftw3 -lXaw -lXmu -lXt -lXext -lX11 -lXft -lfontconfig -lXrender -lfreetype -lSM -lICE

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: Thoroughc7g.4xlargec6g.4xlarge Graviton248121620SE +/- 0.00, N = 3SE +/- 0.01, N = 313.9216.521. (CXX) g++ options: -O3 -flto -pthread
OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.2Preset: Thoroughc7g.4xlargec6g.4xlarge Graviton248121620Min: 13.92 / Avg: 13.92 / Max: 13.93Min: 16.51 / Avg: 16.52 / Max: 16.531. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.2Preset: Exhaustivec7g.4xlargec6g.4xlarge Graviton24080120160200SE +/- 0.01, N = 3SE +/- 0.00, N = 3139.38159.201. (CXX) g++ options: -O3 -flto -pthread
OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.2Preset: Exhaustivec7g.4xlargec6g.4xlarge Graviton2306090120150Min: 139.36 / Avg: 139.38 / Max: 139.39Min: 159.2 / Avg: 159.2 / Max: 159.211. (CXX) g++ options: -O3 -flto -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 Nanotubec7g.4xlargec6g.4xlarge Graviton250100150200250SE +/- 0.08, N = 3SE +/- 0.13, N = 3155.18215.531. (CC) gcc options: -shared -fwrapv -O2 -lxc -lblas -lmpi
OpenBenchmarking.orgSeconds, Fewer Is BetterGPAW 22.1Input: Carbon Nanotubec7g.4xlargec6g.4xlarge Graviton24080120160200Min: 155.01 / Avg: 155.18 / Max: 155.29Min: 215.37 / Avg: 215.53 / Max: 215.791. (CC) gcc options: -shared -fwrapv -O2 -lxc -lblas -lmpi