Amazon EC2 c7g.4xlarge AWS Graviton3

Graviton3 benchmarks by Michael Larabel.

HTML result view exported from: https://openbenchmarking.org/result/2205259-NE-2205240NE17&rdt.

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

Amazon EC2 c7g.4xlarge AWS Graviton3quantlib: 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: 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.4xlargec6g.4xlarge Graviton22512.726.305810339.536571.95934.7211791.771041.907730.4113481.614467.1911031189143.33410.47813.2961258807333251.3978.0167142529.125857011.29110940.93922.7699.34648.2081.940.72.622.6929513940352432034639.13508.541.23050.339.53240.613700945.853864405413.86055497824730542760889132134123256.841141.6989.38511.9085.76526.940391.17127.904544.929497.57969.483115.02038.51737.86366.82221.536198.224191.286675.635183708137220459732546.4178460.43836066671.1283257.9441855.111591.92156.601502.9540051.313.9248139.379723181.81843015.7864.315029.7180088.7455258.176693.32155.1801185345710.87352380.98346613.34346814.75799040738609281767231.8873676.9573546.3272719.336664841742.419.72186449.113520.86558.886244.48372.765133.896720.682356.16864834215.66617.03515.484932652900384.75311.573354741.02408357.9356016.162731.08212.24866.1471.190.491.511.5339645626450643442888.334.62051.631.02196.38723134.785123315464.33980071285594452167924526540482406.937238.20513.04616.5188.31134.201488.80540.333682.981628.40188.897142.27762.32351.04775.22423.136263.724255.205470.38912030110723184083660.653951.52628900000.7813969.3546793.914985.42500.871980.2445955.716.5222159.203917924.18770521.8137.193404.9464084.0837753.892903.00215.5281741307349.36308938.67310596.58308213.13694832228334207246995.3550059.9750077.8146629.45449855OpenBenchmarking.org

QuantLib

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

High Performance Conjugate Gradient

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

NAS Parallel Benchmarks

Test / Class: BT.C

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

NAS Parallel Benchmarks

Test / Class: CG.C

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

NAS Parallel Benchmarks

Test / Class: EP.D

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

NAS Parallel Benchmarks

Test / Class: FT.C

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

NAS Parallel Benchmarks

Test / Class: IS.D

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

NAS Parallel Benchmarks

Test / Class: LU.C

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

NAS Parallel Benchmarks

Test / Class: MG.C

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

NAS Parallel Benchmarks

Test / Class: SP.C

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

LeelaChessZero

Backend: BLAS

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

LeelaChessZero

Backend: Eigen

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

Rodinia

Test: OpenMP LavaMD

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

Rodinia

Test: OpenMP CFD Solver

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

Rodinia

Test: OpenMP Streamcluster

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

Algebraic Multi-Grid Benchmark

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

Timed MrBayes Analysis

Primate Phylogeny Analysis

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

Xcompact3d Incompact3d

Input: input.i3d 129 Cells Per Direction

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

Xcompact3d Incompact3d

Input: input.i3d 193 Cells Per Direction

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

LAMMPS Molecular Dynamics Simulator

Model: Rhodopsin Protein

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

LULESH

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

WebP Image Encode

Encode Settings: Quality 100, Lossless

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

WebP Image Encode

Encode Settings: Quality 100, Highest Compression

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

WebP Image Encode

Encode Settings: Quality 100, Lossless, Highest Compression

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

simdjson

Throughput Test: Kostya

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

simdjson

Throughput Test: LargeRandom

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

simdjson

Throughput Test: PartialTweets

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

simdjson

Throughput Test: DistinctUserID

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

DaCapo Benchmark

Java Test: H2

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: H2c7g.4xlargec6g.4xlarge Graviton29001800270036004500SE +/- 32.57, N = 5SE +/- 45.89, N = 429513964

DaCapo Benchmark

Java Test: Jython

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: Jythonc7g.4xlargec6g.4xlarge Graviton212002400360048006000SE +/- 6.99, N = 4SE +/- 23.29, N = 439405626

DaCapo Benchmark

Java Test: Tradesoap

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: Tradesoapc7g.4xlargec6g.4xlarge Graviton210002000300040005000SE +/- 14.95, N = 4SE +/- 27.95, N = 435244506

DaCapo Benchmark

Java Test: Tradebeans

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: Tradebeansc7g.4xlargec6g.4xlarge Graviton29001800270036004500SE +/- 26.73, N = 4SE +/- 40.13, N = 432034344

Zstd Compression

Compression Level: 3 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 3 - Compression Speedc6g.4xlarge Graviton2c7g.4xlarge10002000300040005000SE +/- 3.74, N = 3SE +/- 9.57, N = 32878.84639.1-llzma1. (CC) gcc options: -O3 -pthread -lz

Zstd Compression

Compression Level: 3 - Decompression Speed

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

Zstd Compression

Compression Level: 19 - Compression Speed

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

Zstd Compression

Compression Level: 19 - Decompression Speed

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

Zstd Compression

Compression Level: 19, Long Mode - Compression Speed

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

Zstd Compression

Compression Level: 19, Long Mode - Decompression Speed

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

TSCP

AI Chess Performance

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

ACES DGEMM

Sustained Floating-Point Rate

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

Coremark

CoreMark Size 666 - Iterations Per Second

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

7-Zip Compression

Test: Compression Rating

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

7-Zip Compression

Test: Decompression Rating

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

Stockfish

Total Time

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

asmFish

1024 Hash Memory, 26 Depth

OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 Depthc7g.4xlargec6g.4xlarge Graviton27M14M21M28M35MSE +/- 104795.40, N = 3SE +/- 359309.26, N = 33213412326540482

libavif avifenc

Encoder Speed: 0

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

libavif avifenc

Encoder Speed: 2

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

libavif avifenc

Encoder Speed: 6

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

libavif avifenc

Encoder Speed: 6, Lossless

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

libavif avifenc

Encoder Speed: 10, Lossless

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

Timed Apache Compilation

Time To Compile

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

Timed Gem5 Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Gem5 Compilation 21.2Time To Compilec7g.4xlargec6g.4xlarge Graviton2110220330440550SE +/- 1.33, N = 3SE +/- 0.53, N = 3391.17488.81

Timed ImageMagick Compilation

Time To Compile

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

Timed LLVM Compilation

Build System: Ninja

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 13.0Build System: Ninjac7g.4xlargec6g.4xlarge Graviton2150300450600750SE +/- 5.19, N = 3SE +/- 0.49, N = 3544.93682.98

Timed Node.js Compilation

Time To Compile

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

Timed PHP Compilation

Time To Compile

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

Build2

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.13Time To Compilec7g.4xlargec6g.4xlarge Graviton2306090120150SE +/- 0.64, N = 3SE +/- 0.70, N = 3115.02142.28

C-Ray

Total Time - 4K, 16 Rays Per Pixel

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

POV-Ray

Trace Time

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

m-queens

Time To Solve

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

N-Queens

Elapsed Time

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

Ngspice

Circuit: C2670

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

Ngspice

Circuit: C7552

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

Google SynthMark

Test: VoiceMark_100

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

SecureMark

Benchmark: SecureMark-TLS

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

OpenSSL

Algorithm: SHA256

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

OpenSSL

Algorithm: RSA4096

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

OpenSSL

Algorithm: RSA4096

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

Liquid-DSP

Threads: 16 - Buffer Length: 256 - Filter Length: 57

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

GROMACS

Implementation: MPI CPU - Input: water_GMX50_bare

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

TensorFlow Lite

Model: SqueezeNet

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: SqueezeNetc7g.4xlargec6g.4xlarge Graviton29001800270036004500SE +/- 22.07, N = 3SE +/- 37.23, N = 33257.943969.35

TensorFlow Lite

Model: Inception V4

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Inception V4c7g.4xlargec6g.4xlarge Graviton210K20K30K40K50KSE +/- 210.27, N = 3SE +/- 197.89, N = 341855.146793.9

TensorFlow Lite

Model: NASNet Mobile

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: NASNet Mobilec7g.4xlargec6g.4xlarge Graviton23K6K9K12K15KSE +/- 121.56, N = 15SE +/- 203.15, N = 1511591.914985.4

TensorFlow Lite

Model: Mobilenet Float

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Mobilenet Floatc7g.4xlargec6g.4xlarge Graviton25001000150020002500SE +/- 19.61, N = 3SE +/- 28.63, N = 32156.602500.87

TensorFlow Lite

Model: Mobilenet Quant

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Mobilenet Quantc7g.4xlargec6g.4xlarge Graviton2400800120016002000SE +/- 17.76, N = 3SE +/- 14.44, N = 31502.951980.24

TensorFlow Lite

Model: Inception ResNet V2

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

ASTC Encoder

Preset: Thorough

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

ASTC Encoder

Preset: Exhaustive

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

Stress-NG

Test: Crypto

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

Stress-NG

Test: IO_uring

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

Stress-NG

Test: CPU Cache

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

Stress-NG

Test: CPU Stress

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

Stress-NG

Test: Matrix Math

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

Stress-NG

Test: Vector Math

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

Stress-NG

Test: Memory Copying

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

GPAW

Input: Carbon Nanotube

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

PyBench

Total For Average Test Times

OpenBenchmarking.orgMilliseconds, Fewer Is BetterPyBench 2018-02-16Total For Average Test Timesc7g.4xlargec6g.4xlarge Graviton2400800120016002000SE +/- 0.33, N = 3SE +/- 1.67, N = 311851741

nginx

Concurrent Requests: 100

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

nginx

Concurrent Requests: 200

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

nginx

Concurrent Requests: 500

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

nginx

Concurrent Requests: 1000

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

ONNX Runtime

Model: GPT-2 - Device: CPU - Executor: Standard

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

ONNX Runtime

Model: bertsquad-12 - Device: CPU - Executor: Standard

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

ONNX Runtime

Model: fcn-resnet101-11 - Device: CPU - Executor: Standard

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

ONNX Runtime

Model: ArcFace ResNet-100 - Device: CPU - Executor: Standard

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

ONNX Runtime

Model: super-resolution-10 - Device: CPU - Executor: Standard

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

Apache HTTP Server

Concurrent Requests: 100

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

Apache HTTP Server

Concurrent Requests: 200

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

Apache HTTP Server

Concurrent Requests: 500

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

Apache HTTP Server

Concurrent Requests: 1000

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

PHPBench

PHP Benchmark Suite

OpenBenchmarking.orgScore, More Is BetterPHPBench 0.8.1PHP Benchmark Suitec7g.4xlargec6g.4xlarge Graviton2140K280K420K560K700KSE +/- 525.83, N = 3SE +/- 743.13, N = 3666484449855

Phoronix Test Suite v10.8.4