Amazon EC2 Graviton3 Benchmark Comparison

Amazon AWS 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 2205260-PTS-GRAVITON42
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BLAS (Basic Linear Algebra Sub-Routine) Tests 2 Tests
C++ Boost Tests 2 Tests
Chess Test Suite 6 Tests
Timed Code Compilation 7 Tests
C/C++ Compiler Tests 15 Tests
Compression Tests 2 Tests
CPU Massive 22 Tests
Creator Workloads 7 Tests
Cryptography 2 Tests
Fortran Tests 4 Tests
Go Language Tests 2 Tests
HPC - High Performance Computing 14 Tests
Imaging 2 Tests
Common Kernel Benchmarks 3 Tests
Linear Algebra 2 Tests
Machine Learning 3 Tests
Molecular Dynamics 4 Tests
MPI Benchmarks 7 Tests
Multi-Core 23 Tests
NVIDIA GPU Compute 3 Tests
OpenMPI Tests 10 Tests
Programmer / Developer System Benchmarks 12 Tests
Python Tests 6 Tests
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  Test
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a1.4xlarge Graviton
May 25 2022
  17 Hours, 42 Minutes
c6g.4xlarge Graviton2
May 25 2022
  9 Hours, 58 Minutes
c7g.4xlarge Graviton3
May 24 2022
  7 Hours, 43 Minutes
c6a.4xlarge EPYC
May 26 2022
  11 Hours, 43 Minutes
c6i.4xlarge Xeon
May 26 2022
  9 Hours, 40 Minutes
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  11 Hours, 21 Minutes

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Amazon EC2 Graviton3 Benchmark ComparisonProcessorMotherboardChipsetMemoryDiskNetworkOSKernelCompilerFile-SystemSystem Layerc7g.4xlarge Graviton3a1.4xlarge Gravitonc6g.4xlarge Graviton2c6a.4xlarge EPYCc6i.4xlarge XeonARMv8 Neoverse-V1 (16 Cores)Amazon EC2 c7g.4xlarge (1.0 BIOS)Amazon Device 020032GB193GB Amazon Elastic Block StoreAmazon ElasticUbuntu 22.045.15.0-1004-aws (aarch64)GCC 11.2.0ext4amazonARMv8 Cortex-A72 (16 Cores)Amazon EC2 a1.4xlarge (1.0 BIOS)ARMv8 Neoverse-N1 (16 Cores)Amazon EC2 c6g.4xlarge (1.0 BIOS)AMD EPYC 7R13 (8 Cores / 16 Threads)Amazon EC2 c6a.4xlarge (1.0 BIOS)Intel 440FX 82441FX PMC5.15.0-1004-aws (x86_64)Intel Xeon Platinum 8375C (8 Cores / 16 Threads)Amazon EC2 c6i.4xlarge (1.0 BIOS)OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- c7g.4xlarge Graviton3: --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 - a1.4xlarge Graviton: --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 - c6g.4xlarge Graviton2: --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 - c6a.4xlarge EPYC: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-gBFGDP/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-gBFGDP/gcc-11-11.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - c6i.4xlarge Xeon: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-gBFGDP/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-gBFGDP/gcc-11-11.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Java Details- OpenJDK Runtime Environment (build 11.0.15+10-Ubuntu-0ubuntu0.22.04.1)Python Details- Python 3.10.4Security Details- c7g.4xlarge Graviton3: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Mitigation of CSV2 BHB + srbds: Not affected + tsx_async_abort: Not affected - a1.4xlarge Graviton: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Not affected + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Mitigation of Branch predictor hardening BHB + srbds: Not affected + tsx_async_abort: Not affected - c6g.4xlarge Graviton2: 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 - c6a.4xlarge EPYC: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected - c6i.4xlarge Xeon: itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected Processor Details- c6a.4xlarge EPYC: CPU Microcode: 0xa001144- c6i.4xlarge Xeon: CPU Microcode: 0xd000331

c7g.4xlarge Graviton3a1.4xlarge Gravitonc6g.4xlarge Graviton2c6a.4xlarge EPYCc6i.4xlarge XeonLogarithmic Result OverviewPhoronix Test SuiteHigh Performance Conjugate GradientAlgebraic Multi-Grid BenchmarkACES DGEMMONNX RuntimeXcompact3d Incompact3dNAS Parallel BenchmarksTimed MrBayes AnalysisGPAWLULESHGROMACSApache HTTP ServersimdjsonTensorFlow LiteASTC EncoderTimed Node.js CompilationLAMMPS Molecular Dynamics SimulatorPyBenchPHPBenchlibavif avifencTimed ImageMagick CompilationTimed Apache CompilationTimed LLVM CompilationRodiniaOpenSSLZstd CompressionSecureMarkNgspiceLiquid-DSPBuild2Timed PHP CompilationDaCapo BenchmarkWebP Image EncodeTimed Gem5 CompilationnginxC-RayTSCPStockfishPOV-Ray7-Zip CompressionStress-NGasmFishGoogle SynthMarkLeelaChessZeroCoremarkN-Queensm-queens

Amazon EC2 Graviton3 Benchmark Comparisoncompress-7zip: Compression Ratingcompress-7zip: Decompression Ratingmt-dgemm: Sustained Floating-Point Rateamg: apache: 100apache: 200apache: 500apache: 1000asmfish: 1024 Hash Memory, 26 Depthastcenc: Thoroughastcenc: Exhaustivebuild2: Time To Compilec-ray: Total Time - 4K, 16 Rays Per Pixelcoremark: CoreMark Size 666 - Iterations Per Seconddacapobench: H2dacapobench: Jythondacapobench: Tradesoapdacapobench: Tradebeanssynthmark: VoiceMark_100gpaw: Carbon Nanotubegromacs: MPI CPU - water_GMX50_barehpcg: lammps: Rhodopsin Proteinlczero: BLASlczero: Eigenavifenc: 0avifenc: 2avifenc: 6, Losslessliquid-dsp: 16 - 256 - 57lulesh: m-queens: Time To Solven-queens: Elapsed Timenpb: BT.Cnpb: CG.Cnpb: EP.Dnpb: FT.Cnpb: IS.Dnpb: LU.Cnpb: MG.Cnpb: SP.Cnginx: 100nginx: 200nginx: 500nginx: 1000ngspice: C2670ngspice: C7552onnx: GPT-2 - CPU - Standardonnx: bertsquad-12 - CPU - Standardonnx: fcn-resnet101-11 - CPU - Standardonnx: ArcFace ResNet-100 - CPU - Standardonnx: super-resolution-10 - CPU - Standardopenssl: SHA256openssl: RSA4096openssl: RSA4096phpbench: PHP Benchmark Suitepovray: Trace Timepybench: Total For Average Test Timesrodinia: OpenMP LavaMDrodinia: OpenMP CFD Solverrodinia: OpenMP Streamclustersecuremark: SecureMark-TLSsimdjson: Kostyasimdjson: LargeRandsimdjson: PartialTweetssimdjson: DistinctUserIDstockfish: Total Timestress-ng: Cryptostress-ng: IO_uringstress-ng: CPU Stressstress-ng: Vector Mathstress-ng: Memory Copyingtensorflow-lite: SqueezeNettensorflow-lite: Inception V4tensorflow-lite: NASNet Mobiletensorflow-lite: Mobilenet Floattensorflow-lite: Mobilenet Quanttensorflow-lite: Inception ResNet V2build-apache: Time To Compilebuild-gem5: Time To Compilebuild-imagemagick: Time To Compilebuild-llvm: Ninjamrbayes: Primate Phylogeny Analysisbuild-nodejs: Time To Compilebuild-php: Time To Compiletscp: AI Chess Performancewebp: Quality 100, Losslesswebp: Quality 100, Lossless, Highest Compressionincompact3d: input.i3d 129 Cells Per Directionincompact3d: input.i3d 193 Cells Per Directioncompress-zstd: 3 - Compression Speedcompress-zstd: 19 - Compression Speedcompress-zstd: 19 - Decompression Speedcompress-zstd: 19, Long Mode - Compression Speedcompress-zstd: 19, Long Mode - Decompression Speedc7g.4xlarge Graviton3a1.4xlarge Gravitonc6g.4xlarge Graviton2c6a.4xlarge EPYCc6i.4xlarge Xeon97824730545.853864125880733367231.8873676.9573546.3272719.333213412313.9248139.3797115.02038.517405413.8605542951394035243203675.635155.1801.12826.305811.29111031189256.841141.69811.90838360666710940.93966.82221.53610339.536571.95934.7211791.771041.907730.4113481.614467.19345710.87352380.98346613.34346814.75198.224191.2867990407386092817137220459732546.4178460.466648437.8631185143.33410.47813.2961837081.940.72.622.692760889123181.81843015.785029.7155258.176693.323257.9441855.111591.92156.601502.9540051.326.940391.17127.904544.929251.397497.57969.483137009422.76948.2088.0167142529.12585704639.141.23050.339.53240.632498408910.89139118671693318636.4320887.5820133.4919278.681533155033.5198277.7669353.912104.761203869.402017674012997111829045331.070769.3460.3163.778343.245135128768.302449.02233.9911655133332328.2724110.36832.2853148.181213.15339.202927.16197.572558.123266.361293.80143155.48141436.20139414.84138205.11473.901480.7932312115101657576785689517588.345328.624125993.8013452360.30441.45047.430743560.630.30.780.81098043011985.38918172.372366.0027341.47798.2412014.718891030986.79990.155724.6617116974.7421155.61593.6321784.600644.7881765.910196.02953850061.801124.70853.7706274182.583939633.916.91121.7161213.971285594454.78512393265290046995.3550059.9750077.8146629.452654048216.5222159.2039142.27762.323315464.3398003964562645064344470.389215.5280.78119.72187.935864834406.937238.20516.5182628900006016.162775.22423.1366449.113520.86558.886244.48372.765133.896720.682356.16307349.36308938.67310596.58308213.13263.724255.205694832228334207210723184083660.653951.544985551.0471741215.66617.03515.4841203011.190.491.511.532167924517924.18770521.813404.9437753.892903.003969.3546793.914985.42500.871980.2445955.734.201488.80540.333682.981384.753628.40188.89787231331.08266.14711.573354741.02408352878.834.62051.631.02196.362562573182.43243226767070077567.6983070.0081995.6471537.11261876887.981872.3908150.99469.349345133.4405413019461640523167663.073302.9561.0045.060425.06710911001195.53293.94616.3945097466675452.105172.33016.37813134.466169.22466.2118299.96541.3525140.5516826.438094.79388010.76390932.79389030.11388657.76245.886180.35656174886511923696116914033532088.9136784.248074149.4351961224.33121.78918.3832132882.800.953.644.302385762313556.06768723.4613304.5053787.613551.803103.1244920.69266.862159.723847.9641366.623.532515.20132.626760.344120.636664.34767.084144263126.70848.67728.2797661110.7700272768.730.02907.525.92826.066631456532.23054566136476786545.5794458.2291746.5779830.96237462007.262569.6387136.80192.545285378.8416612921401338152928565.690202.1061.4528.660316.22013971466204.99497.73517.5293731000008112.371591.23118.83913888.409522.821103.2220423.57861.5738136.7726298.819563.22356302.84356829.93351672.92347345.49147.893161.08179447731391374345070969939372161.3140964.482818652.784997281.38920.44623.5122305492.460.863.714.302208196110210.341037943.3712527.1640140.303150.492983.9341185.710900.61965.073967.3941179.722.527469.94029.737685.704134.924604.62064.337127259621.12241.80517.868277269.21699783440.638.12582.033.82666.1OpenBenchmarking.org

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 Ratingc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton320K40K60K80K100KSE +/- 174.34, N = 3SE +/- 16.02, N = 3SE +/- 44.77, N = 3SE +/- 91.00, N = 3SE +/- 159.36, N = 366631625627128532498978241. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 21.06Test: Decompression Ratingc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton316K32K48K64K80KSE +/- 35.00, N = 3SE +/- 142.56, N = 3SE +/- 239.68, N = 3SE +/- 31.21, N = 3SE +/- 12.88, N = 345653573185944540891730541. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

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 Ratec6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton31.31712.63423.95135.26846.5855SE +/- 0.003819, N = 3SE +/- 0.023324, N = 6SE +/- 0.007139, N = 3SE +/- 0.002370, N = 3SE +/- 0.016350, N = 32.2305452.4324324.7851230.8913915.8538641. (CC) gcc options: -O3 -march=native -fopenmp

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 1.2c6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton3300M600M900M1200M1500MSE +/- 5114517.12, N = 3SE +/- 103921.81, N = 3SE +/- 3420043.89, N = 3SE +/- 176548.39, N = 3SE +/- 952437.28, N = 366136476726767070093265290018671693312588073331. (CC) gcc options: -lparcsr_ls -lparcsr_mv -lseq_mv -lIJ_mv -lkrylov -lHYPRE_utilities -lm -fopenmp -lmpi

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: 100c6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton320K40K60K80K100KSE +/- 389.13, N = 3SE +/- 211.56, N = 3SE +/- 93.03, N = 3SE +/- 28.97, N = 3SE +/- 38.09, N = 386545.5777567.6946995.3518636.4367231.881. (CC) gcc options: -shared -fPIC -O2

OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.48Concurrent Requests: 200c6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton320K40K60K80K100KSE +/- 615.05, N = 3SE +/- 644.29, N = 3SE +/- 112.65, N = 3SE +/- 59.55, N = 3SE +/- 649.31, N = 394458.2283070.0050059.9720887.5873676.951. (CC) gcc options: -shared -fPIC -O2

OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.48Concurrent Requests: 500c6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton320K40K60K80K100KSE +/- 833.50, N = 7SE +/- 636.46, N = 13SE +/- 578.32, N = 3SE +/- 93.64, N = 3SE +/- 89.82, N = 391746.5781995.6450077.8120133.4973546.321. (CC) gcc options: -shared -fPIC -O2

OpenBenchmarking.orgRequests Per Second, More Is BetterApache HTTP Server 2.4.48Concurrent Requests: 1000c6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton320K40K60K80K100KSE +/- 335.63, N = 3SE +/- 397.88, N = 3SE +/- 276.10, N = 3SE +/- 98.61, N = 3SE +/- 83.83, N = 379830.9671537.1146629.4519278.6872719.331. (CC) gcc options: -shared -fPIC -O2

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 Depthc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton37M14M21M28M35MSE +/- 325631.00, N = 3SE +/- 303648.79, N = 3SE +/- 359309.26, N = 3SE +/- 106812.26, N = 3SE +/- 104795.40, N = 32374620026187688265404821533155032134123

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: Thoroughc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton3816243240SE +/- 0.0001, N = 3SE +/- 0.0154, N = 3SE +/- 0.0064, N = 3SE +/- 0.0061, N = 3SE +/- 0.0011, N = 37.26257.981816.522233.519813.92481. (CXX) g++ options: -O3 -flto -pthread

OpenBenchmarking.orgSeconds, Fewer Is BetterASTC Encoder 3.2Preset: Exhaustivec6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton360120180240300SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 369.6472.39159.20277.77139.381. (CXX) g++ options: -O3 -flto -pthread

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 Compilec6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton380160240320400SE +/- 0.69, N = 3SE +/- 0.87, N = 3SE +/- 0.70, N = 3SE +/- 1.89, N = 3SE +/- 0.64, N = 3136.80150.99142.28353.91115.02

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 Pixelc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton320406080100SE +/- 0.04, N = 3SE +/- 0.77, N = 5SE +/- 0.03, N = 3SE +/- 2.00, N = 15SE +/- 0.02, N = 392.5569.3562.32104.7638.521. (CC) gcc options: -lm -lpthread -O3

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 Secondc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton390K180K270K360K450KSE +/- 80.93, N = 3SE +/- 2163.00, N = 3SE +/- 49.84, N = 3SE +/- 116.54, N = 3SE +/- 3211.91, N = 3285378.84345133.44315464.34203869.40405413.861. (CC) gcc options: -O2 -lrt" -lrt

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: H2c6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton314002800420056007000SE +/- 32.93, N = 4SE +/- 27.42, N = 4SE +/- 45.89, N = 4SE +/- 63.66, N = 4SE +/- 32.57, N = 529213019396467402951

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: Jythonc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton33K6K9K12K15KSE +/- 24.07, N = 4SE +/- 23.33, N = 4SE +/- 23.29, N = 4SE +/- 48.38, N = 4SE +/- 6.99, N = 4401346165626129973940

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: Tradesoapc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton32K4K6K8K10KSE +/- 24.39, N = 4SE +/- 16.15, N = 4SE +/- 27.95, N = 4SE +/- 71.92, N = 4SE +/- 14.95, N = 4381540524506111823524

OpenBenchmarking.orgmsec, Fewer Is BetterDaCapo Benchmark 9.12-MR1Java Test: Tradebeansc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton32K4K6K8K10KSE +/- 19.24, N = 20SE +/- 23.53, N = 11SE +/- 40.13, N = 4SE +/- 44.35, N = 4SE +/- 26.73, N = 429283167434490453203

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_100c6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton3150300450600750SE +/- 2.00, N = 3SE +/- 7.09, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.32, N = 3565.69663.07470.39331.07675.641. (CXX) g++ options: -lm -lpthread -std=c++11 -Ofast

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 Nanotubec6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton3170340510680850SE +/- 0.24, N = 3SE +/- 0.17, N = 3SE +/- 0.13, N = 3SE +/- 5.37, N = 3SE +/- 0.08, N = 3202.11302.96215.53769.35155.181. (CC) gcc options: -shared -fwrapv -O2 -lxc -lblas -lmpi

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_barec6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton30.32670.65340.98011.30681.6335SE +/- 0.001, N = 3SE +/- 0.002, N = 3SE +/- 0.001, N = 3SE +/- 0.000, N = 3SE +/- 0.002, N = 31.4521.0040.7810.3161.1281. (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 3.1c6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton3612182430SE +/- 0.04033, N = 3SE +/- 0.00225, N = 3SE +/- 0.01639, N = 3SE +/- 0.00065, N = 3SE +/- 0.03738, N = 38.660315.0604219.721803.7783426.305801. (CXX) g++ options: -O3 -ffast-math -ftree-vectorize -lmpi_cxx -lmpi

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 Proteinc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton33691215SE +/- 0.009, N = 3SE +/- 0.039, N = 12SE +/- 0.014, N = 3SE +/- 0.040, N = 3SE +/- 0.060, N = 36.2205.0677.9353.24511.2911. (CXX) g++ options: -O3 -lm

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: BLASc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton330060090012001500SE +/- 12.41, N = 9SE +/- 12.82, N = 9SE +/- 10.22, N = 4SE +/- 0.88, N = 3SE +/- 6.44, N = 31397109186413511031. (CXX) g++ options: -flto -pthread

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.28Backend: Eigenc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton330060090012001500SE +/- 13.37, N = 3SE +/- 11.74, N = 9SE +/- 12.00, N = 3SE +/- 0.67, N = 3SE +/- 9.70, N = 31466100183412811891. (CXX) g++ options: -flto -pthread

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: 0c6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton3170340510680850SE +/- 0.33, N = 3SE +/- 0.62, N = 3SE +/- 0.13, N = 3SE +/- 0.58, N = 3SE +/- 0.18, N = 3204.99195.53406.94768.30256.841. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.10Encoder Speed: 2c6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton3100200300400500SE +/- 0.26, N = 3SE +/- 0.44, N = 3SE +/- 0.12, N = 3SE +/- 0.29, N = 3SE +/- 0.11, N = 397.7493.95238.21449.02141.701. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 0.10Encoder Speed: 6, Losslessc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton3816243240SE +/- 0.03, N = 3SE +/- 0.12, N = 3SE +/- 0.17, N = 3SE +/- 0.31, N = 3SE +/- 0.01, N = 317.5316.3916.5233.9911.911. (CXX) g++ options: -O3 -fPIC -lm

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: 57c6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton3110M220M330M440M550MSE +/- 41633.32, N = 3SE +/- 489364.67, N = 3SE +/- 35118.85, N = 3SE +/- 8819.17, N = 3SE +/- 400097.21, N = 33731000005097466672628900001655133333836066671. (CC) gcc options: -O3 -pthread -lm -lc -lliquid

LULESH

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

OpenBenchmarking.orgz/s, More Is BetterLULESH 2.0.3c6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton32K4K6K8K10KSE +/- 14.20, N = 3SE +/- 5.52, N = 3SE +/- 4.88, N = 3SE +/- 6.27, N = 3SE +/- 76.73, N = 38112.375452.116016.162328.2710940.941. (CXX) g++ options: -O3 -fopenmp -lm -lmpi_cxx -lmpi

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 Solvec6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton320406080100SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 391.2372.3375.22110.3766.821. (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 Timec6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton3714212835SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 318.8416.3823.1432.2921.541. (CC) gcc options: -static -fopenmp -O3 -march=native

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.Cc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton33K6K9K12K15KSE +/- 22.04, N = 3SE +/- 98.45, N = 3SE +/- 3.20, N = 3SE +/- 3.44, N = 3SE +/- 7.36, N = 313888.4013134.466449.113148.1810339.531. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.2

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: CG.Cc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton32K4K6K8K10KSE +/- 66.44, N = 3SE +/- 81.25, N = 3SE +/- 9.95, N = 3SE +/- 11.79, N = 6SE +/- 17.12, N = 39522.826169.223520.861213.156571.951. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.2

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: EP.Dc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton32004006008001000SE +/- 19.93, N = 9SE +/- 0.06, N = 3SE +/- 0.23, N = 3SE +/- 0.24, N = 3SE +/- 0.39, N = 31103.22466.21558.88339.20934.721. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.2

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: FT.Cc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton34K8K12K16K20KSE +/- 40.24, N = 3SE +/- 45.90, N = 3SE +/- 1.10, N = 3SE +/- 1.73, N = 3SE +/- 1.17, N = 320423.5718299.966244.482927.1611791.771. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.2

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: IS.Dc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton32004006008001000SE +/- 2.14, N = 3SE +/- 0.47, N = 3SE +/- 0.20, N = 3SE +/- 0.31, N = 3SE +/- 2.29, N = 3861.57541.35372.76197.571041.901. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.2

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: LU.Cc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton38K16K24K32K40KSE +/- 160.86, N = 3SE +/- 18.06, N = 3SE +/- 0.90, N = 3SE +/- 0.15, N = 3SE +/- 1.96, N = 338136.7725140.555133.892558.127730.411. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.2

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: MG.Cc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton36K12K18K24K30KSE +/- 184.24, N = 3SE +/- 30.62, N = 3SE +/- 1.39, N = 3SE +/- 1.64, N = 3SE +/- 4.69, N = 326298.8116826.436720.683266.3613481.611. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.2

OpenBenchmarking.orgTotal Mop/s, More Is BetterNAS Parallel Benchmarks 3.4Test / Class: SP.Cc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton32K4K6K8K10KSE +/- 73.65, N = 3SE +/- 24.63, N = 3SE +/- 0.57, N = 3SE +/- 2.51, N = 3SE +/- 9.61, N = 39563.228094.792356.161293.804467.191. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 2. Open MPI 4.1.2

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: 100c6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton380K160K240K320K400KSE +/- 1727.81, N = 3SE +/- 436.72, N = 3SE +/- 3992.58, N = 3SE +/- 22.67, N = 3SE +/- 2009.97, N = 3356302.84388010.76307349.36143155.48345710.871. (CC) gcc options: -lcrypt -lz -O3 -march=native

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.21.1Concurrent Requests: 200c6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton380K160K240K320K400KSE +/- 1582.66, N = 3SE +/- 1242.81, N = 3SE +/- 1347.28, N = 3SE +/- 133.96, N = 3SE +/- 3986.77, N = 3356829.93390932.79308938.67141436.20352380.981. (CC) gcc options: -lcrypt -lz -O3 -march=native

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.21.1Concurrent Requests: 500c6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton380K160K240K320K400KSE +/- 1620.39, N = 3SE +/- 771.95, N = 3SE +/- 3783.68, N = 3SE +/- 141.15, N = 3SE +/- 1017.52, N = 3351672.92389030.11310596.58139414.84346613.341. (CC) gcc options: -lcrypt -lz -O3 -march=native

OpenBenchmarking.orgRequests Per Second, More Is Betternginx 1.21.1Concurrent Requests: 1000c6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton380K160K240K320K400KSE +/- 2637.25, N = 3SE +/- 781.49, N = 3SE +/- 1677.89, N = 3SE +/- 66.96, N = 3SE +/- 1410.11, N = 3347345.49388657.76308213.13138205.11346814.751. (CC) gcc options: -lcrypt -lz -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: C2670c6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton3100200300400500SE +/- 1.80, N = 4SE +/- 1.17, N = 3SE +/- 0.91, N = 3SE +/- 3.48, N = 3SE +/- 0.86, N = 3147.89245.89263.72473.90198.221. (CC) gcc options: -O0 -fopenmp -lm -lstdc++ -lfftw3 -lXaw -lXmu -lXt -lXext -lX11 -lXft -lfontconfig -lXrender -lfreetype -lSM -lICE

OpenBenchmarking.orgSeconds, Fewer Is BetterNgspice 34Circuit: C7552c6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton3100200300400500SE +/- 0.33, N = 3SE +/- 0.66, N = 3SE +/- 2.40, N = 7SE +/- 1.19, N = 3SE +/- 1.94, N = 3161.08180.36255.21480.79191.291. (CC) gcc options: -O0 -fopenmp -lm -lstdc++ -lfftw3 -lXaw -lXmu -lXt -lXext -lX11 -lXft -lfontconfig -lXrender -lfreetype -lSM -lICE

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: Standardc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton32K4K6K8K10KSE +/- 322.41, N = 12SE +/- 75.29, N = 12SE +/- 3.50, N = 3SE +/- 2.20, N = 3SE +/- 2.40, N = 3794456176948231279901. (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: Standardc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton3170340510680850SE +/- 50.92, N = 12SE +/- 0.58, N = 3SE +/- 0.17, N = 3SE +/- 0.88, N = 3SE +/- 0.17, N = 37734883221154071. (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: Standardc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton3306090120150SE +/- 0.60, N = 3SE +/- 5.55, N = 12SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3139652810381. (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: Standardc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton330060090012001500SE +/- 91.51, N = 12SE +/- 82.60, N = 12SE +/- 0.17, N = 3SE +/- 0.50, N = 3SE +/- 0.00, N = 3137411923341656091. (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: Standardc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton38001600240032004000SE +/- 1.61, N = 3SE +/- 234.97, N = 12SE +/- 1.74, N = 3SE +/- 0.50, N = 3SE +/- 1.86, N = 334503696207275728171. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt

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: SHA256c6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton33000M6000M9000M12000M15000MSE +/- 606684.16, N = 3SE +/- 8616254.20, N = 3SE +/- 47755430.47, N = 3SE +/- 12563225.46, N = 3SE +/- 7739237.92, N = 370969939371169140335310723184083678568951713722045973-m64-m641. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl

OpenBenchmarking.orgsign/s, More Is BetterOpenSSL 3.0Algorithm: RSA4096c6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton35001000150020002500SE +/- 4.47, N = 3SE +/- 1.40, N = 3SE +/- 0.03, N = 3SE +/- 0.12, N = 3SE +/- 0.23, N = 32161.32088.9660.6588.32546.4-m64-m641. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl

OpenBenchmarking.orgverify/s, More Is BetterOpenSSL 3.0Algorithm: RSA4096c6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton340K80K120K160K200KSE +/- 47.94, N = 3SE +/- 74.60, N = 3SE +/- 3.30, N = 3SE +/- 63.75, N = 3SE +/- 82.61, N = 3140964.4136784.253951.545328.6178460.4-m64-m641. (CC) gcc options: -pthread -O3 -lssl -lcrypto -ldl

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 Suitec6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton3200K400K600K800K1000KSE +/- 983.65, N = 3SE +/- 2681.41, N = 3SE +/- 743.13, N = 3SE +/- 816.27, N = 3SE +/- 525.83, N = 3828186480741449855241259666484

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 Timec6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton320406080100SE +/- 0.12, N = 3SE +/- 0.18, N = 3SE +/- 0.00, N = 3SE +/- 0.94, N = 15SE +/- 0.01, N = 352.7849.4451.0593.8037.86-march=native-march=native1. (CXX) g++ options: -pipe -O3 -ffast-math -R/usr/lib -lXpm -lSM -lICE -lX11 -ltiff -ljpeg -lpng -lz -lrt -lm -lboost_thread -lboost_system

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 Timesc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton37001400210028003500SE +/- 3.84, N = 3SE +/- 1.53, N = 3SE +/- 1.67, N = 3SE +/- 18.15, N = 3SE +/- 0.33, N = 39971961174134521185

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 LavaMDc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton380160240320400SE +/- 0.14, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.15, N = 3281.39224.33215.67360.30143.331. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP CFD Solverc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton3918273645SE +/- 0.02, N = 3SE +/- 0.08, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.02, N = 320.4521.7917.0441.4510.481. (CXX) g++ options: -O2 -lOpenCL

OpenBenchmarking.orgSeconds, Fewer Is BetterRodinia 3.1Test: OpenMP Streamclusterc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton31122334455SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.26, N = 15SE +/- 0.02, N = 3SE +/- 0.33, N = 1223.5118.3815.4847.4313.301. (CXX) g++ options: -O2 -lOpenCL

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-TLSc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton350K100K150K200K250KSE +/- 864.34, N = 3SE +/- 3310.19, N = 9SE +/- 23.07, N = 3SE +/- 59.40, N = 3SE +/- 773.26, N = 3230549213288120301743561837081. (CC) gcc options: -pedantic -O3

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: Kostyac6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton30.631.261.892.523.15SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 32.462.801.190.631.941. (CXX) g++ options: -O3

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 1.0Throughput Test: LargeRandomc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton30.21380.42760.64140.85521.069SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.860.950.490.300.701. (CXX) g++ options: -O3

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 1.0Throughput Test: PartialTweetsc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton30.83481.66962.50443.33924.174SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 33.713.641.510.782.621. (CXX) g++ options: -O3

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 1.0Throughput Test: DistinctUserIDc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton30.96751.9352.90253.874.8375SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 34.304.301.530.802.691. (CXX) g++ options: -O3

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 Timec6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton36M12M18M24M30MSE +/- 242448.39, N = 3SE +/- 149731.77, N = 3SE +/- 292329.99, N = 3SE +/- 123749.22, N = 3SE +/- 153578.64, N = 32208196123857623216792451098043027608891-m64 -msse -msse3 -mpopcnt -mavx2 -mavx512f -mavx512bw -mavx512vnni -mavx512dq -mavx512vl -msse4.1 -mssse3 -msse2 -mbmi2-m64 -msse -msse3 -mpopcnt -mavx2 -msse4.1 -mssse3 -msse2 -mbmi21. (CXX) g++ options: -lgcov -lpthread -fno-exceptions -std=c++17 -fprofile-use -fno-peel-loops -fno-tracer -pedantic -O3 -flto -flto=jobserver

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: Cryptoc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton35K10K15K20K25KSE +/- 5.89, N = 3SE +/- 3.93, N = 3SE +/- 92.83, N = 3SE +/- 6.29, N = 3SE +/- 32.01, N = 310210.3413556.0617924.1811985.3823181.811. (CC) gcc options: -O2 -std=gnu99 -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: IO_uringc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton3200K400K600K800K1000KSE +/- 405.56, N = 3SE +/- 713.03, N = 3SE +/- 2395.13, N = 3SE +/- 3840.04, N = 3SE +/- 614.16, N = 31037943.37768723.46770521.81918172.37843015.781. (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 Stressc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton33K6K9K12K15KSE +/- 155.66, N = 3SE +/- 37.60, N = 3SE +/- 0.54, N = 3SE +/- 0.16, N = 3SE +/- 0.41, N = 312527.1613304.503404.942366.005029.711. (CC) gcc options: -O2 -std=gnu99 -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: Vector Mathc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton312K24K36K48K60KSE +/- 28.50, N = 3SE +/- 2.46, N = 3SE +/- 15.72, N = 3SE +/- 0.49, N = 3SE +/- 17.05, N = 340140.3053787.6137753.8927341.4755258.171. (CC) gcc options: -O2 -std=gnu99 -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

OpenBenchmarking.orgBogo Ops/s, More Is BetterStress-NG 0.14Test: Memory Copyingc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton314002800420056007000SE +/- 0.94, N = 3SE +/- 11.57, N = 3SE +/- 3.75, N = 3SE +/- 0.91, N = 3SE +/- 3.52, N = 33150.493551.802903.00798.246693.321. (CC) gcc options: -O2 -std=gnu99 -lm -lapparmor -latomic -lc -lcrypt -ldl -ljpeg -lrt -lz -pthread

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: SqueezeNetc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton33K6K9K12K15KSE +/- 3.54, N = 3SE +/- 1.37, N = 3SE +/- 37.23, N = 3SE +/- 46.48, N = 3SE +/- 22.07, N = 32983.933103.123969.3512014.703257.94

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Inception V4c6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton340K80K120K160K200KSE +/- 75.14, N = 3SE +/- 53.95, N = 3SE +/- 197.89, N = 3SE +/- 1746.17, N = 3SE +/- 210.27, N = 341185.744920.646793.9188910.041855.1

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: NASNet Mobilec6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton37K14K21K28K35KSE +/- 166.62, N = 14SE +/- 23.44, N = 3SE +/- 203.15, N = 15SE +/- 49.84, N = 3SE +/- 121.56, N = 1510900.609266.8614985.4030986.7011591.90

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Mobilenet Floatc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton32K4K6K8K10KSE +/- 1.81, N = 3SE +/- 1.03, N = 3SE +/- 28.63, N = 3SE +/- 113.94, N = 3SE +/- 19.61, N = 31965.072159.722500.879990.152156.60

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Mobilenet Quantc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton312002400360048006000SE +/- 80.05, N = 12SE +/- 53.31, N = 15SE +/- 14.44, N = 3SE +/- 20.90, N = 3SE +/- 17.76, N = 33967.393847.961980.245724.661502.95

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Inception ResNet V2c6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton340K80K120K160K200KSE +/- 110.01, N = 3SE +/- 27.66, N = 3SE +/- 336.95, N = 3SE +/- 825.35, N = 3SE +/- 305.31, N = 341179.741366.645955.7171169.040051.3

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 Compilec6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton320406080100SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 322.5323.5334.2074.7426.94

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 Compilec6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton32004006008001000SE +/- 0.59, N = 3SE +/- 0.79, N = 3SE +/- 0.53, N = 3SE +/- 0.78, N = 3SE +/- 1.33, N = 3469.94515.20488.811155.62391.17

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 Compilec6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton320406080100SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.22, N = 3SE +/- 0.27, N = 3SE +/- 0.13, N = 329.7432.6340.3393.6327.90

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: Ninjac6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton3400800120016002000SE +/- 0.12, N = 3SE +/- 0.05, N = 3SE +/- 0.49, N = 3SE +/- 0.34, N = 3SE +/- 5.19, N = 3685.70760.34682.981784.60544.93

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 Analysisc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton3140280420560700SE +/- 1.43, N = 3SE +/- 0.35, N = 3SE +/- 0.11, N = 3SE +/- 0.49, N = 3SE +/- 0.24, N = 3134.92120.64384.75644.79251.40-mmmx -msse -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -msha -maes -mavx -mfma -mavx2 -mavx512f -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -mrdrnd -mbmi -mbmi2 -madx -mabm-mmmx -msse -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -msse4a -msha -maes -mavx -mfma -mavx2 -mrdrnd -mbmi -mbmi2 -madx -mabm1. (CC) gcc options: -O3 -std=c99 -pedantic -lm

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 Compilec6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton3400800120016002000SE +/- 0.42, N = 3SE +/- 0.26, N = 3SE +/- 0.37, N = 3SE +/- 1.80, N = 3SE +/- 2.06, N = 3604.62664.35628.401765.91497.58

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 Compilec6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton34080120160200SE +/- 0.09, N = 3SE +/- 0.05, N = 3SE +/- 0.31, N = 3SE +/- 0.08, N = 3SE +/- 0.11, N = 364.3467.0888.90196.0369.48

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 Performancec6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton3300K600K900K1200K1500KSE +/- 1099.67, N = 5SE +/- 4180.17, N = 5SE +/- 338.27, N = 5SE +/- 196.86, N = 5SE +/- 0.00, N = 51272596144263187231353850013700941. (CC) gcc options: -O3 -march=native

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, Losslessc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton31428425670SE +/- 0.03, N = 3SE +/- 0.17, N = 15SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.09, N = 321.1226.7131.0861.8022.77-ltiff-ltiff-ltiff-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 Compressionc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton3306090120150SE +/- 0.34, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 341.8148.6866.15124.7148.21-ltiff-ltiff-ltiff-ltiff1. (CC) gcc options: -fvisibility=hidden -O2 -lm -ljpeg -lpng16

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 Directionc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton31224364860SE +/- 0.09619197, N = 3SE +/- 0.03718674, N = 3SE +/- 0.01351889, N = 3SE +/- 0.02862870, N = 3SE +/- 0.01401446, N = 317.8682772028.2797661011.5733547053.770627408.016714251. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

OpenBenchmarking.orgSeconds, Fewer Is BetterXcompact3d Incompact3d 2021-03-11Input: input.i3d 193 Cells Per Directionc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton34080120160200SE +/- 0.14, N = 3SE +/- 0.12, N = 3SE +/- 0.01, N = 3SE +/- 0.15, N = 3SE +/- 0.03, N = 369.22110.7741.02182.5829.131. (F9X) gfortran options: -cpp -O2 -funroll-loops -floop-optimize -fcray-pointer -fbacktrace -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz

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 Speedc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton310002000300040005000SE +/- 29.53, N = 3SE +/- 18.93, N = 3SE +/- 3.74, N = 3SE +/- 4.47, N = 3SE +/- 9.57, N = 33440.62768.72878.8633.94639.1-llzma-llzma-llzma-llzma1. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19 - Compression Speedc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton3918273645SE +/- 0.40, N = 3SE +/- 0.21, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 338.130.034.616.941.2-llzma-llzma-llzma-llzma1. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19 - Decompression Speedc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton37001400210028003500SE +/- 24.18, N = 3SE +/- 3.25, N = 3SE +/- 12.10, N = 3SE +/- 4.74, N = 3SE +/- 7.75, N = 32582.02907.52051.61121.73050.3-llzma-llzma-llzma-llzma1. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19, Long Mode - Compression Speedc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton3918273645SE +/- 0.10, N = 3SE +/- 0.27, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.23, N = 333.825.931.016.039.5-llzma-llzma-llzma-llzma1. (CC) gcc options: -O3 -pthread -lz

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19, Long Mode - Decompression Speedc6i.4xlarge Xeonc6a.4xlarge EPYCc6g.4xlarge Graviton2a1.4xlarge Gravitonc7g.4xlarge Graviton37001400210028003500SE +/- 7.82, N = 3SE +/- 6.53, N = 3SE +/- 2.93, N = 3SE +/- 15.28, N = 3SE +/- 6.93, N = 32666.12826.02196.31213.93240.6-llzma-llzma-llzma-llzma1. (CC) gcc options: -O3 -pthread -lz

94 Results Shown

7-Zip Compression:
  Compression Rating
  Decompression Rating
ACES DGEMM
Algebraic Multi-Grid Benchmark
Apache HTTP Server:
  100
  200
  500
  1000
asmFish
ASTC Encoder:
  Thorough
  Exhaustive
Build2
C-Ray
Coremark
DaCapo Benchmark:
  H2
  Jython
  Tradesoap
  Tradebeans
Google SynthMark
GPAW
GROMACS
High Performance Conjugate Gradient
LAMMPS Molecular Dynamics Simulator
LeelaChessZero:
  BLAS
  Eigen
libavif avifenc:
  0
  2
  6, Lossless
Liquid-DSP
LULESH
m-queens
N-Queens
NAS Parallel Benchmarks:
  BT.C
  CG.C
  EP.D
  FT.C
  IS.D
  LU.C
  MG.C
  SP.C
nginx:
  100
  200
  500
  1000
Ngspice:
  C2670
  C7552
ONNX Runtime:
  GPT-2 - CPU - Standard
  bertsquad-12 - CPU - Standard
  fcn-resnet101-11 - CPU - Standard
  ArcFace ResNet-100 - CPU - Standard
  super-resolution-10 - CPU - Standard
OpenSSL:
  SHA256
  RSA4096
  RSA4096
PHPBench
POV-Ray
PyBench
Rodinia:
  OpenMP LavaMD
  OpenMP CFD Solver
  OpenMP Streamcluster
SecureMark
simdjson:
  Kostya
  LargeRand
  PartialTweets
  DistinctUserID
Stockfish
Stress-NG:
  Crypto
  IO_uring
  CPU Stress
  Vector Math
  Memory Copying
TensorFlow Lite:
  SqueezeNet
  Inception V4
  NASNet Mobile
  Mobilenet Float
  Mobilenet Quant
  Inception ResNet V2
Timed Apache Compilation
Timed Gem5 Compilation
Timed ImageMagick Compilation
Timed LLVM Compilation
Timed MrBayes Analysis
Timed Node.js Compilation
Timed PHP Compilation
TSCP
WebP Image Encode:
  Quality 100, Lossless
  Quality 100, Lossless, Highest Compression
Xcompact3d Incompact3d:
  input.i3d 129 Cells Per Direction
  input.i3d 193 Cells Per Direction
Zstd Compression:
  3 - Compression Speed
  19 - Compression Speed
  19 - Decompression Speed
  19, Long Mode - Compression Speed
  19, Long Mode - Decompression Speed