EPYC 7763 LLVM Clang Compiler Tests

AMD EPYC 7763 64-Core testing with a Supermicro H12SSL-i v1.01 (2.0 BIOS) and ASPEED on Ubuntu 20.04 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2104140-IB-EPYC7763L31
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Date
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  Test
  Duration
Clang 12.0
April 10 2021
  8 Hours, 55 Minutes
Clang 11.0
April 11 2021
  7 Hours, 36 Minutes
Clang 12.0 LTO
April 12 2021
  23 Minutes
GCC 9.3
April 12 2021
  7 Hours, 23 Minutes
GCC 10.3
April 13 2021
  7 Hours, 10 Minutes
GCC 11.0.1
April 13 2021
  4 Hours, 42 Minutes
AMD AOCC 3.0
April 14 2021
  7 Hours, 37 Minutes
Invert Behavior (Only Show Selected Data)
  6 Hours, 15 Minutes

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EPYC 7763 LLVM Clang Compiler TestsOpenBenchmarking.orgPhoronix Test SuiteAMD EPYC 7763 64-Core @ 2.45GHz (64 Cores / 128 Threads)Supermicro H12SSL-i v1.01 (2.0 BIOS)AMD Starship/Matisse126GB3841GB Micron_9300_MTFDHAL3T8TDPASPEED2 x Broadcom NetXtreme BCM5720 2-port PCIeUbuntu 20.045.12.0-051200rc6daily20210408-generic (x86_64) 20210407GNOME Shell 3.36.4X Server 1.20.8Clang 12.0.0-++20210409092622+fa0971b87fb2-1~exp1~20210409193326.73Clang 11.0.0-2~ubuntu20.04.1GCC 9.3.0GCC 10.3.0GCC 11.0.1 20210413Clang 12.0.0ext41024x768ProcessorMotherboardChipsetMemoryDiskGraphicsNetworkOSKernelDesktopDisplay ServerCompilersFile-SystemScreen ResolutionEPYC 7763 LLVM Clang Compiler Tests PerformanceSystem Logs- Transparent Huge Pages: madvise- Clang 12.0: CXXFLAGS="-O3 -march=native" CFLAGS="-O3 -march=native"- Clang 11.0: CXXFLAGS="-O3 -march=native" CFLAGS="-O3 -march=native"- Clang 12.0 LTO: CXXFLAGS="-O3 -march=native -flto" CFLAGS="-O3 -march=native -flto"- GCC 9.3: CXXFLAGS="-O3 -march=native" CFLAGS="-O3 -march=native"- GCC 10.3: CXXFLAGS="-O3 -march=native" CFLAGS="-O3 -march=native"- GCC 11.0.1: CXXFLAGS="-O3 -march=native" CFLAGS="-O3 -march=native"- AMD AOCC 3.0: CXXFLAGS="-O3 -march=native" CFLAGS="-O3 -march=native"- Scaling Governor: acpi-cpufreq ondemand (Boost: Enabled) - CPU Microcode: 0xa001119- Python 3.8.2- 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 Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected - GCC 9.3: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-9-HskZEa/gcc-9-9.3.0/debian/tmp-nvptx/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - GCC 10.3: --disable-multilib --enable-checking=release- GCC 11.0.1: --disable-multilib --enable-checking=release- AMD AOCC 3.0: Optimized build with assertions; Default target: x86_64-unknown-linux-gnu; Host CPU: (unknown)

Clang 12.0Clang 11.0Clang 12.0 LTOGCC 9.3GCC 10.3GCC 11.0.1AMD AOCC 3.0Result OverviewPhoronix Test Suite100%102%104%106%108%LZ4 CompressionTimed MrBayes AnalysisLZ4 Compression9 - Compression SpeedP.P.A3 - Compression Speed

EPYC 7763 LLVM Clang Compiler Testsfftw: Float + SSE - 2D FFT Size 4096webp2: Quality 100, Lossless Compressionjpegxl: PNG - 8onnx: bertsquad-10 - OpenMP CPUonnx: super-resolution-10 - OpenMP CPUsecuremark: SecureMark-TLSgcrypt: onnx: shufflenet-v2-10 - OpenMP CPUwebp2: Quality 95, Compression Effort 7fftw: Stock - 2D FFT Size 4096aom-av1: Speed 4 Two-Pass - Bosphorus 4Kgraphics-magick: Resizingonnx: yolov4 - OpenMP CPUsvt-av1: Enc Mode 0 - 1080ponnx: fcn-resnet101-11 - OpenMP CPUwebp2: Quality 75, Compression Effort 7ngspice: C7552ngspice: C2670aom-av1: Speed 6 Two-Pass - Bosphorus 4Kfftw: Float + SSE - 2D FFT Size 2048viennacl: CPU BLAS - dGEMM-TTviennacl: CPU BLAS - dGEMM-TNviennacl: CPU BLAS - dGEMM-NTviennacl: CPU BLAS - dGEMM-NNviennacl: CPU BLAS - dGEMV-Tviennacl: CPU BLAS - dGEMV-Nviennacl: CPU BLAS - dDOTviennacl: CPU BLAS - dAXPYviennacl: CPU BLAS - dCOPYviennacl: CPU BLAS - sDOTviennacl: CPU BLAS - sAXPYviennacl: CPU BLAS - sCOPYaom-av1: Speed 4 Two-Pass - Bosphorus 1080paom-av1: Speed 0 Two-Pass - Bosphorus 4Kmrbayes: Primate Phylogeny Analysisjpegxl: PNG - 7onednn: Recurrent Neural Network Training - u8s8f32 - CPUonednn: Recurrent Neural Network Training - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Training - f32 - CPUonednn: Recurrent Neural Network Inference - u8s8f32 - CPUonednn: Recurrent Neural Network Inference - f32 - CPUonednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPUcompress-lz4: 9 - Decompression Speedcompress-lz4: 9 - Compression Speedfinancebench: Repo OpenMPsimdjson: DistinctUserIDsimdjson: PartialTweetscompress-lz4: 3 - Decompression Speedcompress-lz4: 3 - Compression Speedpgbench: 100 - 250 - Read Write - Average Latencypgbench: 100 - 250 - Read Writefinancebench: Bonds OpenMPsimdjson: Kostyagraphics-magick: Noise-Gaussiangraphics-magick: Sharpengraphics-magick: Rotategraphics-magick: HWB Color Spacegraphics-magick: Enhancedgraphics-magick: Swirlpgbench: 100 - 1 - Read Only - Average Latencypgbench: 100 - 1 - Read Onlysimdjson: LargeRanddav1d: Chimera 1080p 10-bitavifenc: 0fftw: Stock - 2D FFT Size 2048aom-av1: Speed 6 Two-Pass - Bosphorus 1080paom-av1: Speed 0 Two-Pass - Bosphorus 1080pfftw: Float + SSE - 2D FFT Size 1024webp: Quality 100, Lossless, Highest Compressionaom-av1: Speed 6 Realtime - Bosphorus 4Kbotan: AES-256 - Decryptbotan: AES-256pgbench: 100 - 100 - Read Write - Average Latencypgbench: 100 - 100 - Read Writepgbench: 100 - 250 - Read Only - Average Latencypgbench: 100 - 250 - Read Onlypgbench: 100 - 100 - Read Only - Average Latencypgbench: 100 - 100 - Read Onlypgbench: 100 - 1 - Read Write - Average Latencypgbench: 100 - 1 - Read Writequantlib: botan: ChaCha20Poly1305 - Decryptbotan: ChaCha20Poly1305botan: Blowfish - Decryptbotan: Blowfishcoremark: CoreMark Size 666 - Iterations Per Secondbotan: Twofish - Decryptbotan: Twofishbotan: CAST-256 - Decryptbotan: CAST-256botan: KASUMI - Decryptbotan: KASUMIscimark2: Compositeavifenc: 6, Losslessetcpak: ETC2avifenc: 2libraw: Post-Processing Benchmarkastcenc: Exhaustiveaom-av1: Speed 6 Realtime - Bosphorus 1080pfftw: Float + SSE - 1D FFT Size 4096onednn: Deconvolution Batch shapes_1d - f32 - CPUonednn: Deconvolution Batch shapes_1d - u8s8f32 - CPUx265: Bosphorus 4Kjpegxl: JPEG - 5liquid-dsp: 128 - 256 - 57liquid-dsp: 64 - 256 - 57liquid-dsp: 32 - 256 - 57liquid-dsp: 1 - 256 - 57etcpak: ETC1webp: Quality 100, Losslessaom-av1: Speed 8 Realtime - Bosphorus 4Kjpegxl: PNG - 5svt-av1: Enc Mode 4 - 1080pjpegxl: JPEG - 7aom-av1: Speed 9 Realtime - Bosphorus 4Ktachyon: Total Timesvt-hevc: 1 - Bosphorus 1080ponednn: IP Shapes 1D - f32 - CPUonednn: IP Shapes 1D - u8s8f32 - CPUfftw: Float + SSE - 1D FFT Size 1024encode-flac: WAV To FLACc-ray: Total Time - 4K, 16 Rays Per Pixelencode-opus: WAV To Opus Encodeonednn: Matrix Multiply Batch Shapes Transformer - f32 - CPUonednn: Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPUpovray: Trace Timefftw: Stock - 2D FFT Size 1024jpegxl: JPEG - 8onednn: Convolution Batch Shapes Auto - u8s8f32 - CPUavifenc: 6aom-av1: Speed 9 Realtime - Bosphorus 1080pdav1d: Chimera 1080ponednn: IP Shapes 3D - f32 - CPUonednn: IP Shapes 3D - u8s8f32 - CPUx265: Bosphorus 1080pencode-mp3: WAV To MP3svt-av1: Enc Mode 8 - 1080ptoybrot: TBBastcenc: Thoroughwebp2: Quality 100, Compression Effort 5dav1d: Summer Nature 4Kwebp: Quality 100, Highest Compressionaom-av1: Speed 8 Realtime - Bosphorus 1080ponednn: Convolution Batch Shapes Auto - f32 - CPUtoybrot: C++ Taskstoybrot: OpenMPtoybrot: C++ Threadsfftw: Float + SSE - 1D FFT Size 2048avifenc: 10, Losslessfftw: Stock - 1D FFT Size 4096fftw: Stock - 1D FFT Size 1024astcenc: Mediumfftw: Stock - 1D FFT Size 2048webp2: Defaultavifenc: 10fftw: Float + SSE - 1D FFT Size 32fftw: Stock - 1D FFT Size 32etcpak: DXT1onednn: Deconvolution Batch shapes_3d - f32 - CPUonednn: Deconvolution Batch shapes_3d - u8s8f32 - CPUdav1d: Summer Nature 1080psvt-vp9: Visual Quality Optimized - Bosphorus 1080pwebp: Quality 100svt-hevc: 7 - Bosphorus 1080psvt-vp9: VMAF Optimized - Bosphorus 1080psvt-vp9: PSNR/SSIM Optimized - Bosphorus 1080ptscp: AI Chess Performancewebp: Defaultsvt-hevc: 10 - Bosphorus 1080pscimark2: Jacobi Successive Over-Relaxationscimark2: Dense LU Matrix Factorizationscimark2: Sparse Matrix Multiplyscimark2: Fast Fourier Transformscimark2: Monte CarloClang 12.0Clang 11.0Clang 12.0 LTOGCC 9.3GCC 10.3GCC 11.0.1AMD AOCC 3.022797374.0350.824984456265204236.9249904207.0086744.14.8721363330.183112109.52595.956118.8708.993193573.051.965.748.662669.18198786044343574717.100.2189.11612.151307.491305.101302.70590.182593.972597.48113926.548.5033246.8372394.624.6013911.552.074.4315668451596.8671872.75457614712605107619930.041243100.84308.3247.8847789.922.130.533623938.44917.224682.4554659.3381.607623190.23410712090.09410690220.30532812653.8843.404850.496351.284380.0541785466.283969321.190315.409133.048132.82084.22982.6443190.6225.220202.08525.17541.7818.993626.85454281.444250.49194030.3266.6636437666673070633333156483333355663000284.64219.01633.3974.2711.47466.3838.1116.046841.091.077011.07507503507.85415.8707.5670.3136891.172589.2969088.328.132.036069.510103.171198.223.285070.71012474.008.256118.06767806.76476.690541.566.30988.781.22132743775077220512545.7469862.0108054.0058104672.7393.36115649133332718.5252.367970.7797761244.11372.492.199345.30487.43488.2315709661.331643.581785.508848.404280.22363.85675.1322913392.8490.84714523260119240.2059797203.6346823.84.9520343460.181108109.63690.527103.8269.143174184.088.379.383.667751.2933104318774624124957.200.2188.62012.011277.621271.911276.04562.970563.200563.24713927.949.0133178.4986984.414.4113840.352.354.6035448851900.4348962.68463613665616106819150.040249430.81184.1947.8947878.522.000.533618137.72717.134895.5584901.1271.626616160.23510655060.09410693670.30233122640.2840.637848.236351.075319.2341790837.010000302.405299.214127.740128.58680.22179.1493319.3426.034168.81925.47238.7119.025526.61466761.457570.48927829.9465.5835965333333051366667157840000056307000205.06518.57333.1478.4111.82165.4337.2816.409941.011.080111.07577507407.97915.5997.3920.3155221.151409.4088809.627.241.605409.536100.551190.413.527870.59472973.368.250117.39262476.76747.366543.436.24386.090.841169683670296395500845.8799438.6105643.983710004.22.7433.42914590133241872.7592.318590.7791011251.25373.992.240346.89481.05482.0216382651.336652.741785.429146.884590.37399.16674.8693.63313698.748.4713715.050.932657.8202.101284.7637085736771432719.98525068388.9464955183238935232.5729419220.9447007.34.7812383510.129116118.44789.091101.5359.573134197.9100.995.398.579865.011331521158763681312176.690.289.1631358.561356.911357.29659.191658.660657.87613895.351.9742399.8077573.983.9313793.453.834.6575382576805.5807292.75547806709785121721290.042238950.94305.3652.2178408.521.420.53632139.07216.295391.9905484.6761.688593640.23510674860.09510571250.30332982338.9611.977616.096412.072412.8462086609.978010339.069337.355127.343127.29884.13084.8643229.2229.080174.81227.78460.2019.479424.84520997.192130.59914028.9130120666672940466667172190000061404000269.67319.29834.569.32539.1215.683738.411.174861.17434532758.5349.1587.5040.3769920.7177829.9689798.61.6626010.399106.551145.503.672780.65401072.147.01192.98451077.85376.753530.827.05391.970.869308541454515142527496.13110548116894.8745110532.7783.65916590143991082.3652.997590.7867621228.63354.212.273322.42463.12464.5714463721.397605.502149.159178.973765.88384.03668.1023774406.0275055559242700231.23810197215.5656974.04.8412083510.169115116.65590.432103.5989.103206198.510494.498.7741.456.21056.422158.41461.2592.971350.01065.606.870.2193.6561379.511375.711382.41658.277659.265658.03813806.652.3634979.2942714.134.0213906.152.874.7315301951770.5091142.77544807689772103921120.040248450.9316.1451.4548134.521.640.523597338.54817.035529.4025525.7101.701588940.23010897310.09310763570.29733692392.6476.175485.019420.853422.1382110880.427978325.389341.847127.775127.74181.45379.1153235.9426.911173.22627.38658.9019.458326.49521307.236860.60215528.6030050333332942866667171800000062467333281.14618.88335.2611.23039.3216.146839.031.178941.19747520548.5679.0297.4690.3777330.7881929.5709247.31.6426810.417107.461171.043.611440.64625272.607.231109.69751817.83706.934536.717.07893.050.870784561055245383534976.10710179113194.8699107112.9183.64316650125761114.6033.003410.7824761245.11364.122.225330.53472.61477.6714671791.372615.622038.159248.893820.77388.98682.8724888243861233.5146948.24.8411880.17690.264103.0059.413166299.310495.0100.579463.9115323591599649149612106.950.2189.43213857.451.1734199.60026013882.251.324.7225310251376.816406550809694771108221610.04223661334.3551.0348231.122.110.523571837.94817.371.777563690.23010901600.09210908240.29633832176407.6659293182.3527.05727.10357.2419.618927.015139128.793055766667298940000016798000006088633318.31435.2611.90539.7115.498938.86517068.7099.2277.3819238.410.291111.271180.4471.797.473110.7027.6989538.287.00394.40547106.14910205110444.8160106753.60716590127651249.74366.392.274329.32472.32478.1614942501.386611.732148.849263.553462.66388.88647.8223111382.9850.814594383264637240.40511325205.0346875.318663860.183122109.81191.986103.9293101384.490.078.884.078355.211651017194447732653186.74211.371259.591268.081267.18544.306544.099544.60013561.550.3233146.0286464.474.3313562.553.7751885.5195312.73466617660614105719290.82192.0048.1277784.83610038.3384887.5734891.0722725.7838.089845.141355.059319.7871720060.441307303.806304.996128.008127.76882.94982.8273298.2925.783178.85225.59841.6418.9127455211.370590.45972430.4465.5736064666673100400000160963333357411333211.73319.12679.2311.69065.6816.058140.951.038991.04484496859.28015.6490.3018851.170449.4948902.127.291.595979.7251188.433.415830.55423173.518.142116.49369456.64097.403541.586.5780.833921718974777144444125.9489603.2106693.8811102272.8163.54316146131922654.7212.287550.7732331251.91373.892.262343.85476.95478.6216978461.351638.101785.459021.834594.27398.96690.94OpenBenchmarking.org

FFTW

FFTW is a C subroutine library for computing the discrete Fourier transform (DFT) in one or more dimensions. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMflops, More Is BetterFFTW 3.3.6Build: Float + SSE - Size: 2D FFT Size 4096GCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.05K10K15K20K25KSE +/- 106.49, N = 3SE +/- 160.97, N = 3SE +/- 538.47, N = 9SE +/- 348.10, N = 9SE +/- 220.77, N = 3SE +/- 349.17, N = 92506824888237742279722913231111. (CC) gcc options: -pthread -O3 -march=native -lm

WebP2 Image Encode

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

OpenBenchmarking.orgSeconds, Fewer Is BetterWebP2 Image Encode 20210126Encode Settings: Quality 100, Lossless CompressionGCC 9.3GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.090180270360450SE +/- 1.92, N = 3SE +/- 3.10, N = 3SE +/- 0.49, N = 3SE +/- 0.17, N = 3SE +/- 0.39, N = 3388.95406.03374.04392.85382.991. (CXX) g++ options: -O3 -march=native -fno-rtti -rdynamic -lpthread -ljpeg -lgif -lwebp -lwebpdemux

JPEG XL

The JPEG XL Image Coding System is designed to provide next-generation JPEG image capabilities with JPEG XL offering better image quality and compression over legacy JPEG. This test profile is currently focused on the multi-threaded JPEG XL image encode performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL 0.3.3Input: PNG - Encode Speed: 8Clang 12.0Clang 11.0AMD AOCC 3.00.18450.3690.55350.7380.9225SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.820.800.811. (CXX) g++ options: -O3 -march=native -funwind-tables -Xclang -mrelax-all -O2 -fPIE -pie -pthread -ldl

ONNX Runtime

ONNX Runtime is developed by Microsoft and partners as a open-source, cross-platform, high performance machine learning inferencing and training accelerator. This test profile runs the ONNX Runtime with various models available from the ONNX Zoo. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: bertsquad-10 - Device: OpenMP CPUGCC 9.3GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.0110220330440550SE +/- 4.64, N = 12SE +/- 0.87, N = 3SE +/- 10.30, N = 12SE +/- 5.55, N = 3SE +/- 10.39, N = 12495505498471459-fopenmp-fopenmp-fopenmp=libomp-fopenmp=libomp-fopenmp=libomp1. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: super-resolution-10 - Device: OpenMP CPUGCC 9.3GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.012002400360048006000SE +/- 2.40, N = 3SE +/- 17.50, N = 3SE +/- 126.29, N = 12SE +/- 169.87, N = 9SE +/- 174.98, N = 1251835559445645234383-fopenmp-fopenmp-fopenmp=libomp-fopenmp=libomp-fopenmp=libomp1. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -ldl -lrt

SecureMark

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

OpenBenchmarking.orgmarks, More Is BetterSecureMark 1.0.4Benchmark: SecureMark-TLSGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.060K120K180K240K300KSE +/- 537.86, N = 3SE +/- 675.55, N = 3SE +/- 1024.96, N = 3SE +/- 1778.47, N = 3SE +/- 407.86, N = 3SE +/- 251.99, N = 32389352438612427002652042601192646371. (CC) gcc options: -pedantic -O3

Gcrypt Library

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

OpenBenchmarking.orgSeconds, Fewer Is BetterGcrypt Library 1.9GCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.050100150200250SE +/- 0.54, N = 3SE +/- 0.18, N = 3SE +/- 0.32, N = 3SE +/- 0.44, N = 3SE +/- 0.28, N = 3SE +/- 0.82, N = 3232.57233.51231.24236.92240.21240.411. (CC) gcc options: -O3 -march=native -fvisibility=hidden

ONNX Runtime

ONNX Runtime is developed by Microsoft and partners as a open-source, cross-platform, high performance machine learning inferencing and training accelerator. This test profile runs the ONNX Runtime with various models available from the ONNX Zoo. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: shufflenet-v2-10 - Device: OpenMP CPUGCC 9.3GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.02K4K6K8K10KSE +/- 138.76, N = 3SE +/- 7.52, N = 3SE +/- 88.25, N = 12SE +/- 102.76, N = 8SE +/- 171.77, N = 39419101979904979711325-fopenmp-fopenmp-fopenmp=libomp-fopenmp=libomp-fopenmp=libomp1. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -ldl -lrt

WebP2 Image Encode

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

OpenBenchmarking.orgSeconds, Fewer Is BetterWebP2 Image Encode 20210126Encode Settings: Quality 95, Compression Effort 7GCC 9.3GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.050100150200250SE +/- 1.32, N = 3SE +/- 0.46, N = 3SE +/- 0.07, N = 3SE +/- 0.66, N = 3SE +/- 0.17, N = 3220.94215.57207.01203.63205.031. (CXX) g++ options: -O3 -march=native -fno-rtti -rdynamic -lpthread -ljpeg -lgif -lwebp -lwebpdemux

FFTW

FFTW is a C subroutine library for computing the discrete Fourier transform (DFT) in one or more dimensions. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMflops, More Is BetterFFTW 3.3.6Build: Stock - Size: 2D FFT Size 4096GCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.015003000450060007500SE +/- 30.40, N = 3SE +/- 23.67, N = 3SE +/- 25.90, N = 3SE +/- 35.20, N = 3SE +/- 60.67, N = 3SE +/- 65.81, N = 37007.36948.26974.06744.16823.86875.31. (CC) gcc options: -pthread -O3 -march=native -lm

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.0Encoder Mode: Speed 4 Two-Pass - Input: Bosphorus 4KGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.01.11382.22763.34144.45525.569SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 34.784.844.844.874.951. (CXX) g++ options: -O3 -march=native -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

GraphicsMagick

This is a test of GraphicsMagick with its OpenMP implementation that performs various imaging tests on a sample 6000x4000 pixel JPEG image. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: ResizingGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.05001000150020002500SE +/- 18.77, N = 3SE +/- 17.34, N = 3SE +/- 14.93, N = 3SE +/- 41.63, N = 12SE +/- 27.29, N = 3SE +/- 52.84, N = 151238118812082136203418661. (CC) gcc options: -fopenmp -O3 -march=native -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread

ONNX Runtime

ONNX Runtime is developed by Microsoft and partners as a open-source, cross-platform, high performance machine learning inferencing and training accelerator. This test profile runs the ONNX Runtime with various models available from the ONNX Zoo. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: yolov4 - Device: OpenMP CPUGCC 9.3GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.080160240320400SE +/- 0.50, N = 3SE +/- 0.17, N = 3SE +/- 4.15, N = 4SE +/- 1.42, N = 3SE +/- 2.50, N = 3351351333346386-fopenmp-fopenmp-fopenmp=libomp-fopenmp=libomp-fopenmp=libomp1. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -ldl -lrt

SVT-AV1

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-AV1 CPU-based multi-threaded video encoder for the AV1 video format with a sample 1080p YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 0 - Input: 1080pGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.00.04120.08240.12360.16480.206SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 30.1290.1760.1690.1830.1810.1831. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

ONNX Runtime

ONNX Runtime is developed by Microsoft and partners as a open-source, cross-platform, high performance machine learning inferencing and training accelerator. This test profile runs the ONNX Runtime with various models available from the ONNX Zoo. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: fcn-resnet101-11 - Device: OpenMP CPUGCC 9.3GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.0306090120150SE +/- 0.44, N = 3SE +/- 0.17, N = 3SE +/- 0.50, N = 3SE +/- 0.29, N = 3SE +/- 0.50, N = 3116115112108122-fopenmp-fopenmp-fopenmp=libomp-fopenmp=libomp-fopenmp=libomp1. (CXX) g++ options: -O3 -march=native -ffunction-sections -fdata-sections -ldl -lrt

WebP2 Image Encode

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

OpenBenchmarking.orgSeconds, Fewer Is BetterWebP2 Image Encode 20210126Encode Settings: Quality 75, Compression Effort 7GCC 9.3GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.0306090120150SE +/- 0.10, N = 3SE +/- 0.16, N = 3SE +/- 0.10, N = 3SE +/- 0.10, N = 3SE +/- 0.09, N = 3118.45116.66109.53109.64109.811. (CXX) g++ options: -O3 -march=native -fno-rtti -rdynamic -lpthread -ljpeg -lgif -lwebp -lwebpdemux

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: C7552GCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.020406080100SE +/- 0.60, N = 3SE +/- 0.43, N = 3SE +/- 0.12, N = 3SE +/- 1.11, N = 6SE +/- 1.37, N = 3SE +/- 0.12, N = 389.0990.2690.4395.9690.5391.99-lstdc++-lstdc++-lstdc++-lstdc++1. (CC) gcc options: -O3 -march=native -fopenmp -lm -lfftw3 -lXaw -lXmu -lXt -lXext -lX11 -lSM -lICE

OpenBenchmarking.orgSeconds, Fewer Is BetterNgspice 34Circuit: C2670GCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.0306090120150SE +/- 1.32, N = 3SE +/- 1.53, N = 3SE +/- 0.48, N = 3SE +/- 0.53, N = 3SE +/- 0.06, N = 3SE +/- 0.22, N = 3101.54103.01103.60118.87103.83103.93-lstdc++-lstdc++-lstdc++-lstdc++1. (CC) gcc options: -O3 -march=native -fopenmp -lm -lfftw3 -lXaw -lXmu -lXt -lXext -lX11 -lSM -lICE

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.0Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 4KGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.03691215SE +/- 0.11, N = 6SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.10, N = 3SE +/- 0.03, N = 39.579.419.108.999.141. (CXX) g++ options: -O3 -march=native -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

FFTW

FFTW is a C subroutine library for computing the discrete Fourier transform (DFT) in one or more dimensions. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMflops, More Is BetterFFTW 3.3.6Build: Float + SSE - Size: 2D FFT Size 2048GCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.07K14K21K28K35KSE +/- 37.37, N = 3SE +/- 209.56, N = 3SE +/- 14.99, N = 3SE +/- 77.17, N = 3SE +/- 146.10, N = 3SE +/- 378.89, N = 63134131662320613193531741310131. (CC) gcc options: -pthread -O3 -march=native -lm

ViennaCL

ViennaCL is an open-source linear algebra library written in C++ and with support for OpenCL and OpenMP. This test profile makes use of ViennaCL's built-in benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMM-TTGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.020406080100SE +/- 0.05, N = 15SE +/- 0.05, N = 15SE +/- 0.60, N = 12SE +/- 0.07, N = 12SE +/- 0.02, N = 14SE +/- 0.08, N = 1297.999.398.573.084.084.4-fopenmp-fopenmp-fopenmp-fopenmp=libomp-fopenmp=libomp-fopenmp=libomp1. (CXX) g++ options: -O3 -march=native -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMM-TNGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.020406080100SE +/- 0.08, N = 15SE +/- 0.62, N = 12SE +/- 0.09, N = 12SE +/- 0.02, N = 15SE +/- 0.05, N = 12100.9104.0104.051.988.390.0-fopenmp-fopenmp-fopenmp-fopenmp=libomp-fopenmp=libomp-fopenmp=libomp1. (CXX) g++ options: -O3 -march=native -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMM-NTGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.020406080100SE +/- 0.07, N = 15SE +/- 0.08, N = 15SE +/- 0.59, N = 12SE +/- 0.56, N = 12SE +/- 0.03, N = 15SE +/- 0.07, N = 1295.395.094.465.779.378.8-fopenmp-fopenmp-fopenmp-fopenmp=libomp-fopenmp=libomp-fopenmp=libomp1. (CXX) g++ options: -O3 -march=native -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMM-NNGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.020406080100SE +/- 0.16, N = 15SE +/- 0.29, N = 15SE +/- 1.05, N = 12SE +/- 0.05, N = 12SE +/- 0.06, N = 15SE +/- 0.04, N = 1298.5100.598.748.683.684.0-fopenmp-fopenmp-fopenmp-fopenmp=libomp-fopenmp=libomp-fopenmp=libomp1. (CXX) g++ options: -O3 -march=native -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMV-TGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.02004006008001000SE +/- 2.10, N = 14SE +/- 2.88, N = 15SE +/- 66.49, N = 12SE +/- 4.04, N = 12SE +/- 1.41, N = 14SE +/- 1.94, N = 12798.0794.0741.4626.0677.0783.0-fopenmp-fopenmp-fopenmp-fopenmp=libomp-fopenmp=libomp-fopenmp=libomp1. (CXX) g++ options: -O3 -march=native -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMV-NGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.01530456075SE +/- 4.17, N = 15SE +/- 3.83, N = 15SE +/- 5.30, N = 12SE +/- 2.22, N = 12SE +/- 3.65, N = 15SE +/- 3.44, N = 1265.063.956.269.151.255.2-fopenmp-fopenmp-fopenmp-fopenmp=libomp-fopenmp=libomp-fopenmp=libomp1. (CXX) g++ options: -O3 -march=native -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dDOTGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.030060090012001500SE +/- 1.59, N = 15SE +/- 1.87, N = 15SE +/- 95.41, N = 12SE +/- 17.06, N = 12SE +/- 1.49, N = 15SE +/- 2.61, N = 121133.001153.001056.42819.00933.001165.00-fopenmp-fopenmp-fopenmp-fopenmp=libomp-fopenmp=libomp-fopenmp=libomp1. (CXX) g++ options: -O3 -march=native -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dAXPYGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.05001000150020002500SE +/- 2.06, N = 15SE +/- 2.74, N = 15SE +/- 194.35, N = 12SE +/- 20.06, N = 12SE +/- 1.59, N = 15SE +/- 3.59, N = 121521.02359.02158.4878.01043.01017.0-fopenmp-fopenmp-fopenmp-fopenmp=libomp-fopenmp=libomp-fopenmp=libomp1. (CXX) g++ options: -O3 -march=native -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dCOPYGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.0400800120016002000SE +/- 9.19, N = 15SE +/- 2.67, N = 15SE +/- 131.59, N = 12SE +/- 15.32, N = 11SE +/- 8.32, N = 15SE +/- 9.88, N = 121587.01599.01461.2604.01877.01944.0-fopenmp-fopenmp-fopenmp-fopenmp=libomp-fopenmp=libomp-fopenmp=libomp1. (CXX) g++ options: -O3 -march=native -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - sDOTGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.0140280420560700SE +/- 0.80, N = 15SE +/- 2.60, N = 15SE +/- 53.43, N = 12SE +/- 35.24, N = 12SE +/- 38.96, N = 15SE +/- 37.59, N = 12636.00649.00592.97434.00462.00477.00-fopenmp-fopenmp-fopenmp-fopenmp=libomp-fopenmp=libomp-fopenmp=libomp1. (CXX) g++ options: -O3 -march=native -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - sAXPYGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.030060090012001500SE +/- 2.85, N = 15SE +/- 62.40, N = 15SE +/- 132.58, N = 12SE +/- 15.69, N = 12SE +/- 34.43, N = 15SE +/- 26.90, N = 12813.01496.01350.0357.0412.0326.0-fopenmp-fopenmp-fopenmp-fopenmp=libomp-fopenmp=libomp-fopenmp=libomp1. (CXX) g++ options: -O3 -march=native -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - sCOPYGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.030060090012001500SE +/- 25.85, N = 15SE +/- 25.34, N = 15SE +/- 101.07, N = 12SE +/- 15.30, N = 12SE +/- 36.50, N = 15SE +/- 32.29, N = 121217.001210.001065.60471.00495.00531.00-fopenmp-fopenmp-fopenmp-fopenmp=libomp-fopenmp=libomp-fopenmp=libomp1. (CXX) g++ options: -O3 -march=native -rdynamic -lOpenCL

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.0Encoder Mode: Speed 4 Two-Pass - Input: Bosphorus 1080pGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0246810SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 36.696.956.877.107.201. (CXX) g++ options: -O3 -march=native -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.0Encoder Mode: Speed 0 Two-Pass - Input: Bosphorus 4KGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.00.04730.09460.14190.18920.2365SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.200.210.210.210.211. (CXX) g++ options: -O3 -march=native -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

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 AnalysisGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0 LTOClang 12.0Clang 11.0AMD AOCC 3.020406080100SE +/- 0.16, N = 3SE +/- 0.33, N = 3SE +/- 1.29, N = 4SE +/- 1.09, N = 3SE +/- 0.98, N = 3SE +/- 0.98, N = 3SE +/- 0.26, N = 389.1689.4393.6693.6389.1288.6286.74-mabm-mabm-mabm-flto1. (CC) gcc options: -mmmx -msse -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -msse4a -msha -maes -mavx -mfma -mavx2 -mrdrnd -mbmi -mbmi2 -madx -O3 -std=c99 -pedantic -march=native -lm

JPEG XL

The JPEG XL Image Coding System is designed to provide next-generation JPEG image capabilities with JPEG XL offering better image quality and compression over legacy JPEG. This test profile is currently focused on the multi-threaded JPEG XL image encode performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL 0.3.3Input: PNG - Encode Speed: 7Clang 12.0Clang 11.0AMD AOCC 3.03691215SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.08, N = 312.1512.0111.371. (CXX) g++ options: -O3 -march=native -funwind-tables -Xclang -mrelax-all -O2 -fPIE -pie -pthread -ldl

oneDNN

This is a test of the Intel oneDNN as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the Intel oneAPI initiative. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPUGCC 9.3GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.030060090012001500SE +/- 3.05, N = 3SE +/- 1.75, N = 3SE +/- 3.61, N = 3SE +/- 7.11, N = 3SE +/- 1.97, N = 31358.561379.511307.491277.621259.59-fopenmp - MIN: 1337.17-fopenmp - MIN: 1361.6-fopenmp=libomp - MIN: 1293.38-fopenmp=libomp - MIN: 1252.39-fopenmp=libomp - MIN: 1247.291. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPUGCC 9.3GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.030060090012001500SE +/- 4.57, N = 3SE +/- 2.65, N = 3SE +/- 1.78, N = 3SE +/- 9.75, N = 3SE +/- 0.58, N = 31356.911375.711305.101271.911268.08-fopenmp - MIN: 1335.04-fopenmp - MIN: 1355.68-fopenmp=libomp - MIN: 1294.76-fopenmp=libomp - MIN: 1252.33-fopenmp=libomp - MIN: 1257.351. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPUGCC 9.3GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.030060090012001500SE +/- 4.44, N = 3SE +/- 3.72, N = 3SE +/- 3.92, N = 3SE +/- 9.46, N = 3SE +/- 5.94, N = 31357.291382.411302.701276.041267.18-fopenmp - MIN: 1335.63-fopenmp - MIN: 1360.58-fopenmp=libomp - MIN: 1289.86-fopenmp=libomp - MIN: 1249.65-fopenmp=libomp - MIN: 1248.351. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPUGCC 9.3GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.0140280420560700SE +/- 1.25, N = 3SE +/- 0.83, N = 3SE +/- 1.89, N = 3SE +/- 0.25, N = 3SE +/- 0.90, N = 3659.19658.28590.18562.97544.31-fopenmp - MIN: 642.05-fopenmp - MIN: 639.78-fopenmp=libomp - MIN: 575.41-fopenmp=libomp - MIN: 551.49-fopenmp=libomp - MIN: 531.91. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPUGCC 9.3GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.0140280420560700SE +/- 0.64, N = 3SE +/- 0.61, N = 3SE +/- 9.50, N = 3SE +/- 0.83, N = 3SE +/- 0.53, N = 3658.66659.27593.97563.20544.10-fopenmp - MIN: 639.86-fopenmp - MIN: 642.67-fopenmp=libomp - MIN: 570.44-fopenmp=libomp - MIN: 550.23-fopenmp=libomp - MIN: 532.321. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPUGCC 9.3GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.0140280420560700SE +/- 0.52, N = 3SE +/- 1.86, N = 3SE +/- 3.02, N = 3SE +/- 0.10, N = 3SE +/- 0.62, N = 3657.88658.04597.48563.25544.60-fopenmp - MIN: 638.35-fopenmp - MIN: 635.78-fopenmp=libomp - MIN: 580.8-fopenmp=libomp - MIN: 551.31-fopenmp=libomp - MIN: 532.911. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -pie -lpthread -ldl

LZ4 Compression

This test measures the time needed to compress/decompress a sample file (an Ubuntu ISO) using LZ4 compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 9 - Decompression SpeedGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0 LTOClang 12.0Clang 11.0AMD AOCC 3.03K6K9K12K15KSE +/- 17.75, N = 5SE +/- 62.74, N = 3SE +/- 6.60, N = 4SE +/- 46.50, N = 3SE +/- 65.90, N = 3SE +/- 23.21, N = 3SE +/- 33.89, N = 313895.313857.413806.613698.713926.513927.913561.51. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 9 - Compression SpeedGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0 LTOClang 12.0Clang 11.0AMD AOCC 3.01224364860SE +/- 0.65, N = 5SE +/- 0.65, N = 3SE +/- 0.72, N = 4SE +/- 0.74, N = 3SE +/- 0.42, N = 3SE +/- 0.46, N = 3SE +/- 0.26, N = 351.9751.1752.3648.4748.5049.0150.321. (CC) gcc options: -O3

FinanceBench

FinanceBench is a collection of financial program benchmarks with support for benchmarking on the GPU via OpenCL and CPU benchmarking with OpenMP. The FinanceBench test cases are focused on Black-Sholes-Merton Process with Analytic European Option engine, QMC (Sobol) Monte-Carlo method (Equity Option Example), Bonds Fixed-rate bond with flat forward curve, and Repo Securities repurchase agreement. FinanceBench was originally written by the Cavazos Lab at University of Delaware. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Repo OpenMPGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.09K18K27K36K45KSE +/- 453.41, N = 14SE +/- 3.94, N = 3SE +/- 102.23, N = 3SE +/- 64.93, N = 3SE +/- 0.81, N = 3SE +/- 9.32, N = 342399.8134199.6034979.2933246.8433178.5033146.031. (CXX) g++ options: -O3 -march=native -fopenmp

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 0.8.2Throughput Test: DistinctUserIDGCC 9.3GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.01.03952.0793.11854.1585.1975SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 33.984.134.624.414.471. (CXX) g++ options: -O3 -march=native -pthread

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 0.8.2Throughput Test: PartialTweetsGCC 9.3GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.01.0352.073.1054.145.175SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 33.934.024.604.414.331. (CXX) g++ options: -O3 -march=native -pthread

LZ4 Compression

This test measures the time needed to compress/decompress a sample file (an Ubuntu ISO) using LZ4 compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 3 - Decompression SpeedGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0 LTOClang 12.0Clang 11.0AMD AOCC 3.03K6K9K12K15KSE +/- 37.19, N = 4SE +/- 34.44, N = 4SE +/- 42.32, N = 3SE +/- 60.82, N = 3SE +/- 71.01, N = 3SE +/- 15.91, N = 3SE +/- 73.30, N = 313793.413882.213906.113715.013911.513840.313562.51. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 3 - Compression SpeedGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0 LTOClang 12.0Clang 11.0AMD AOCC 3.01224364860SE +/- 0.77, N = 4SE +/- 0.73, N = 4SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.80, N = 3SE +/- 0.33, N = 3SE +/- 0.48, N = 353.8351.3252.8750.9352.0752.3553.771. (CC) gcc options: -O3

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average LatencyGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.01.06452.1293.19354.2585.3225SE +/- 0.034, N = 3SE +/- 0.021, N = 3SE +/- 0.052, N = 7SE +/- 0.054, N = 15SE +/- 0.074, N = 34.6574.7224.7314.4314.6031. (CC) gcc options: -fno-strict-aliasing -fwrapv -O3 -march=native -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 250 - Mode: Read WriteGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.012K24K36K48K60KSE +/- 396.40, N = 3SE +/- 211.73, N = 3SE +/- 591.89, N = 7SE +/- 702.52, N = 15SE +/- 883.12, N = 353825531025301956684544881. (CC) gcc options: -fno-strict-aliasing -fwrapv -O3 -march=native -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

FinanceBench

FinanceBench is a collection of financial program benchmarks with support for benchmarking on the GPU via OpenCL and CPU benchmarking with OpenMP. The FinanceBench test cases are focused on Black-Sholes-Merton Process with Analytic European Option engine, QMC (Sobol) Monte-Carlo method (Equity Option Example), Bonds Fixed-rate bond with flat forward curve, and Repo Securities repurchase agreement. FinanceBench was originally written by the Cavazos Lab at University of Delaware. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Bonds OpenMPGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.016K32K48K64K80KSE +/- 971.24, N = 3SE +/- 42.62, N = 3SE +/- 23.55, N = 3SE +/- 10.95, N = 3SE +/- 4.51, N = 3SE +/- 242.64, N = 376805.5851376.8251770.5151596.8751900.4351885.521. (CXX) g++ options: -O3 -march=native -fopenmp

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 0.8.2Throughput Test: KostyaGCC 9.3GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.00.62331.24661.86992.49323.1165SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 32.752.772.752.682.731. (CXX) g++ options: -O3 -march=native -pthread

GraphicsMagick

This is a test of GraphicsMagick with its OpenMP implementation that performs various imaging tests on a sample 6000x4000 pixel JPEG image. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: Noise-GaussianGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.0120240360480600SE +/- 1.00, N = 3SE +/- 1.00, N = 3SE +/- 0.33, N = 35475505444574634661. (CC) gcc options: -fopenmp -O3 -march=native -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: SharpenGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.02004006008001000SE +/- 2.03, N = 3SE +/- 0.58, N = 38068098076146136171. (CC) gcc options: -fopenmp -O3 -march=native -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: RotateGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.0150300450600750SE +/- 6.43, N = 3SE +/- 5.21, N = 3SE +/- 2.60, N = 3SE +/- 1.33, N = 37096946897126656601. (CC) gcc options: -fopenmp -O3 -march=native -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: HWB Color SpaceGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.02004006008001000SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 0.88, N = 3SE +/- 1.20, N = 37857717726056166141. (CC) gcc options: -fopenmp -O3 -march=native -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: EnhancedGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.030060090012001500SE +/- 1.53, N = 3SE +/- 0.33, N = 3SE +/- 0.88, N = 3SE +/- 1.86, N = 3SE +/- 1.53, N = 31217108210391076106810571. (CC) gcc options: -fopenmp -O3 -march=native -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: SwirlGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.05001000150020002500SE +/- 1.20, N = 3SE +/- 4.81, N = 3SE +/- 1.20, N = 3SE +/- 6.57, N = 3SE +/- 12.41, N = 3SE +/- 4.63, N = 32129216121121993191519291. (CC) gcc options: -fopenmp -O3 -march=native -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 1 - Mode: Read Only - Average LatencyGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.00.00950.0190.02850.0380.0475SE +/- 0.000, N = 3SE +/- 0.001, N = 15SE +/- 0.000, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 30.0420.0420.0400.0410.0401. (CC) gcc options: -fno-strict-aliasing -fwrapv -O3 -march=native -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 1 - Mode: Read OnlyGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.05K10K15K20K25KSE +/- 41.57, N = 3SE +/- 281.76, N = 15SE +/- 118.05, N = 3SE +/- 303.43, N = 3SE +/- 289.16, N = 323895236612484524310249431. (CC) gcc options: -fno-strict-aliasing -fwrapv -O3 -march=native -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

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 0.8.2Throughput Test: LargeRandomGCC 9.3GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.00.21150.4230.63450.8461.0575SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.940.900.840.810.821. (CXX) g++ options: -O3 -march=native -pthread

dav1d

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

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.8.2Video Input: Chimera 1080p 10-bitGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.070140210280350SE +/- 0.71, N = 3SE +/- 1.11, N = 3SE +/- 0.21, N = 3SE +/- 0.93, N = 3SE +/- 0.48, N = 3SE +/- 0.39, N = 3305.36334.35316.14308.32184.19192.00-lm - MIN: 210.86 / MAX: 493.21-lm - MIN: 234.24 / MAX: 544.9-lm - MIN: 218.19 / MAX: 515.85MIN: 220.53 / MAX: 490.51-lm - MIN: 114.52 / MAX: 310.5-lm - MIN: 118.57 / MAX: 324.981. (CC) gcc options: -O3 -march=native -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 0.9.0Encoder Speed: 0GCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.01224364860SE +/- 0.08, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 352.2251.0351.4547.8847.8948.131. (CXX) g++ options: -O3 -fPIC -lm

FFTW

FFTW is a C subroutine library for computing the discrete Fourier transform (DFT) in one or more dimensions. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMflops, More Is BetterFFTW 3.3.6Build: Stock - Size: 2D FFT Size 2048GCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.02K4K6K8K10KSE +/- 50.36, N = 3SE +/- 36.00, N = 3SE +/- 56.49, N = 3SE +/- 65.76, N = 3SE +/- 27.38, N = 3SE +/- 19.99, N = 38408.58231.18134.57789.97878.57784.81. (CC) gcc options: -pthread -O3 -march=native -lm

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.0Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 1080pGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0510152025SE +/- 0.11, N = 3SE +/- 0.06, N = 3SE +/- 0.09, N = 3SE +/- 0.05, N = 3SE +/- 0.15, N = 321.4222.1121.6422.1322.001. (CXX) g++ options: -O3 -march=native -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.0Encoder Mode: Speed 0 Two-Pass - Input: Bosphorus 1080pGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.00.11930.23860.35790.47720.5965SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.500.520.520.530.531. (CXX) g++ options: -O3 -march=native -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

FFTW

FFTW is a C subroutine library for computing the discrete Fourier transform (DFT) in one or more dimensions. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMflops, More Is BetterFFTW 3.3.6Build: Float + SSE - Size: 2D FFT Size 1024GCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.08K16K24K32K40KSE +/- 79.87, N = 3SE +/- 442.82, N = 3SE +/- 301.69, N = 3SE +/- 165.99, N = 3SE +/- 530.09, N = 4SE +/- 455.21, N = 123632135718359733623936181361001. (CC) gcc options: -pthread -O3 -march=native -lm

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, Lossless, Highest CompressionGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.0918273645SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.08, N = 3SE +/- 0.05, N = 339.0737.9538.5538.4537.7338.34-ltiff1. (CC) gcc options: -fvisibility=hidden -O3 -march=native -pthread -lm -lpng16 -ljpeg

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.0Encoder Mode: Speed 6 Realtime - Input: Bosphorus 4KGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.048121620SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.05, N = 3SE +/- 0.11, N = 3SE +/- 0.11, N = 316.2917.3717.0317.2217.131. (CXX) g++ options: -O3 -march=native -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

Botan

Botan is a BSD-licensed cross-platform open-source C++ crypto library "cryptography toolkit" that supports most publicly known cryptographic algorithms. The project's stated goal is to be "the best option for cryptography in C++ by offering the tools necessary to implement a range of practical systems, such as TLS protocol, X.509 certificates, modern AEAD ciphers, PKCS#11 and TPM hardware support, password hashing, and post quantum crypto schemes." Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: AES-256 - DecryptGCC 9.3GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.012002400360048006000SE +/- 11.31, N = 3SE +/- 5.42, N = 3SE +/- 4.78, N = 3SE +/- 1.35, N = 3SE +/- 3.70, N = 35391.995529.404682.464895.564887.571. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: AES-256GCC 9.3GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.012002400360048006000SE +/- 42.69, N = 3SE +/- 4.47, N = 3SE +/- 2.14, N = 3SE +/- 2.16, N = 3SE +/- 0.05, N = 35484.685525.714659.344901.134891.071. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 100 - Mode: Read Write - Average LatencyGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.00.39980.79961.19941.59921.999SE +/- 0.028, N = 3SE +/- 0.029, N = 3SE +/- 0.013, N = 3SE +/- 0.004, N = 3SE +/- 0.011, N = 31.6881.7771.7011.6071.6261. (CC) gcc options: -fno-strict-aliasing -fwrapv -O3 -march=native -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 100 - Mode: Read WriteGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.013K26K39K52K65KSE +/- 994.44, N = 3SE +/- 899.82, N = 3SE +/- 469.64, N = 3SE +/- 162.92, N = 3SE +/- 400.92, N = 359364563695889462319616161. (CC) gcc options: -fno-strict-aliasing -fwrapv -O3 -march=native -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average LatencyGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.00.05290.10580.15870.21160.2645SE +/- 0.002, N = 3SE +/- 0.002, N = 3SE +/- 0.002, N = 3SE +/- 0.001, N = 3SE +/- 0.003, N = 30.2350.2300.2300.2340.2351. (CC) gcc options: -fno-strict-aliasing -fwrapv -O3 -march=native -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 250 - Mode: Read OnlyGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0200K400K600K800K1000KSE +/- 8843.08, N = 3SE +/- 8885.95, N = 3SE +/- 8859.63, N = 3SE +/- 6289.60, N = 3SE +/- 13844.42, N = 3106748610901601089731107120910655061. (CC) gcc options: -fno-strict-aliasing -fwrapv -O3 -march=native -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 100 - Mode: Read Only - Average LatencyGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.00.02140.04280.06420.08560.107SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 30.0950.0920.0930.0940.0941. (CC) gcc options: -fno-strict-aliasing -fwrapv -O3 -march=native -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 100 - Mode: Read OnlyGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0200K400K600K800K1000KSE +/- 1623.23, N = 3SE +/- 1514.63, N = 3SE +/- 183.22, N = 3SE +/- 720.87, N = 3SE +/- 1740.88, N = 3105712510908241076357106902210693671. (CC) gcc options: -fno-strict-aliasing -fwrapv -O3 -march=native -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 1 - Mode: Read Write - Average LatencyGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.00.06860.13720.20580.27440.343SE +/- 0.001, N = 3SE +/- 0.002, N = 3SE +/- 0.001, N = 3SE +/- 0.000, N = 3SE +/- 0.002, N = 30.3030.2960.2970.3050.3021. (CC) gcc options: -fno-strict-aliasing -fwrapv -O3 -march=native -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 1 - Mode: Read WriteGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.07001400210028003500SE +/- 4.79, N = 3SE +/- 28.00, N = 3SE +/- 11.40, N = 3SE +/- 3.48, N = 3SE +/- 14.62, N = 3329833833369328133121. (CC) gcc options: -fno-strict-aliasing -fwrapv -O3 -march=native -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

QuantLib

QuantLib is an open-source library/framework around quantitative finance for modeling, trading and risk management scenarios. QuantLib is written in C++ with Boost and its built-in benchmark used reports the QuantLib Benchmark Index benchmark score. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMFLOPS, More Is BetterQuantLib 1.21GCC 9.3GCC 10.3Clang 12.0 LTOClang 12.0Clang 11.0AMD AOCC 3.06001200180024003000SE +/- 4.53, N = 3SE +/- 2.06, N = 3SE +/- 1.62, N = 3SE +/- 1.92, N = 3SE +/- 1.01, N = 3SE +/- 2.28, N = 32338.92392.62657.82653.82640.22725.71. (CXX) g++ options: -O3 -march=native -rdynamic

Botan

Botan is a BSD-licensed cross-platform open-source C++ crypto library "cryptography toolkit" that supports most publicly known cryptographic algorithms. The project's stated goal is to be "the best option for cryptography in C++ by offering the tools necessary to implement a range of practical systems, such as TLS protocol, X.509 certificates, modern AEAD ciphers, PKCS#11 and TPM hardware support, password hashing, and post quantum crypto schemes." Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: ChaCha20Poly1305 - DecryptGCC 9.3GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.02004006008001000SE +/- 0.40, N = 3SE +/- 0.02, N = 3SE +/- 4.64, N = 3SE +/- 0.16, N = 3SE +/- 3.17, N = 3611.98476.18843.40840.64838.091. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: ChaCha20Poly1305GCC 9.3GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.02004006008001000SE +/- 0.13, N = 3SE +/- 0.28, N = 3SE +/- 4.85, N = 3SE +/- 0.62, N = 3SE +/- 3.15, N = 3616.10485.02850.50848.24845.141. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: Blowfish - DecryptGCC 9.3GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.090180270360450SE +/- 0.12, N = 3SE +/- 0.95, N = 3SE +/- 0.04, N = 3SE +/- 2.03, N = 3SE +/- 1.17, N = 3412.07420.85351.28351.08355.061. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: BlowfishGCC 9.3GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.090180270360450SE +/- 0.09, N = 3SE +/- 0.11, N = 3SE +/- 0.05, N = 3SE +/- 1.73, N = 3SE +/- 1.14, N = 3412.85422.14380.05319.23319.791. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

Coremark

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

OpenBenchmarking.orgIterations/Sec, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per SecondGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.0500K1000K1500K2000K2500KSE +/- 4791.32, N = 3SE +/- 5755.65, N = 3SE +/- 2170.85, N = 3SE +/- 984.68, N = 3SE +/- 971.31, N = 3SE +/- 3670.84, N = 32086609.982176407.672110880.431785466.281790837.011720060.441. (CC) gcc options: -O2 -O3 -march=native -lrt" -lrt

Botan

Botan is a BSD-licensed cross-platform open-source C++ crypto library "cryptography toolkit" that supports most publicly known cryptographic algorithms. The project's stated goal is to be "the best option for cryptography in C++ by offering the tools necessary to implement a range of practical systems, such as TLS protocol, X.509 certificates, modern AEAD ciphers, PKCS#11 and TPM hardware support, password hashing, and post quantum crypto schemes." Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: Twofish - DecryptGCC 9.3GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.070140210280350SE +/- 0.04, N = 3SE +/- 0.44, N = 3SE +/- 0.16, N = 3SE +/- 0.15, N = 3SE +/- 0.06, N = 3339.07325.39321.19302.41303.811. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: TwofishGCC 9.3GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.070140210280350SE +/- 0.04, N = 3SE +/- 0.52, N = 3SE +/- 0.13, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3337.36341.85315.41299.21305.001. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: CAST-256 - DecryptGCC 9.3GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.0306090120150SE +/- 0.08, N = 3SE +/- 0.32, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.08, N = 3127.34127.78133.05127.74128.011. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: CAST-256GCC 9.3GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.0306090120150SE +/- 0.09, N = 3SE +/- 0.33, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3127.30127.74132.82128.59127.771. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: KASUMI - DecryptGCC 9.3GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.020406080100SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 384.1381.4584.2380.2282.951. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: KASUMIGCC 9.3GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.020406080100SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 384.8679.1282.6479.1582.831. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

SciMark

This test runs the ANSI C version of SciMark 2.0, which is a benchmark for scientific and numerical computing developed by programmers at the National Institute of Standards and Technology. This test is made up of Fast Foruier Transform, Jacobi Successive Over-relaxation, Monte Carlo, Sparse Matrix Multiply, and dense LU matrix factorization benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMflops, More Is BetterSciMark 2.0Computational Test: CompositeGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.07001400210028003500SE +/- 5.86, N = 3SE +/- 5.19, N = 3SE +/- 6.50, N = 3SE +/- 1.11, N = 3SE +/- 15.12, N = 3SE +/- 1.29, N = 33229.223182.353235.943190.623319.343298.291. (CC) gcc options: -O3 -march=native -lm

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 0.9.0Encoder Speed: 6, LosslessGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.0714212835SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.22, N = 3SE +/- 0.06, N = 329.0827.0626.9125.2226.0325.781. (CXX) g++ options: -O3 -fPIC -lm

Etcpak

Etcpack is the self-proclaimed "fastest ETC compressor on the planet" with focused on providing open-source, very fast ETC and S3 texture compression support. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: ETC2GCC 9.3GCC 10.3Clang 12.0 LTOClang 12.0Clang 11.0AMD AOCC 3.04080120160200SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3174.81173.23202.10202.09168.82178.851. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread

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 0.9.0Encoder Speed: 2GCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.0714212835SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 327.7827.1027.3925.1825.4725.601. (CXX) g++ options: -O3 -fPIC -lm

LibRaw

LibRaw is a RAW image decoder for digital camera photos. This test profile runs LibRaw's post-processing benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMpix/sec, More Is BetterLibRaw 0.20Post-Processing BenchmarkGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.01326395265SE +/- 0.19, N = 3SE +/- 0.16, N = 3SE +/- 0.23, N = 3SE +/- 0.12, N = 3SE +/- 0.33, N = 3SE +/- 0.04, N = 360.2057.2458.9041.7838.7141.641. (CXX) g++ options: -O3 -march=native -fopenmp -ljpeg -lz -lm

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 2.4Preset: ExhaustiveGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.0510152025SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 319.4819.6219.4618.9919.0318.911. (CXX) g++ options: -O3 -march=native -flto -pthread

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.0Encoder Mode: Speed 6 Realtime - Input: Bosphorus 1080pGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0612182430SE +/- 0.13, N = 3SE +/- 0.28, N = 3SE +/- 0.25, N = 3SE +/- 0.27, N = 3SE +/- 0.13, N = 324.8427.0126.4926.8526.611. (CXX) g++ options: -O3 -march=native -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

FFTW

FFTW is a C subroutine library for computing the discrete Fourier transform (DFT) in one or more dimensions. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMflops, More Is BetterFFTW 3.3.6Build: Float + SSE - Size: 1D FFT Size 4096GCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.011K22K33K44K55KSE +/- 228.68, N = 3SE +/- 227.13, N = 3SE +/- 844.19, N = 3SE +/- 671.66, N = 15SE +/- 413.24, N = 15SE +/- 542.47, N = 155209951391521304542846676455211. (CC) gcc options: -pthread -O3 -march=native -lm

oneDNN

This is a test of the Intel oneDNN as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the Intel oneAPI initiative. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPUGCC 9.3GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.0246810SE +/- 0.02683, N = 3SE +/- 0.03687, N = 3SE +/- 0.00123, N = 3SE +/- 0.00568, N = 3SE +/- 0.00485, N = 37.192137.236861.444251.457571.37059-fopenmp - MIN: 6.14-fopenmp - MIN: 6.18-fopenmp=libomp - MIN: 1.34-fopenmp=libomp - MIN: 1.35-fopenmp=libomp - MIN: 1.281. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPUGCC 9.3GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.00.13550.2710.40650.5420.6775SE +/- 0.001469, N = 3SE +/- 0.001964, N = 3SE +/- 0.002843, N = 3SE +/- 0.001652, N = 3SE +/- 0.000365, N = 30.5991400.6021550.4919400.4892780.459724-fopenmp - MIN: 0.56-fopenmp - MIN: 0.57-fopenmp=libomp - MIN: 0.47-fopenmp=libomp - MIN: 0.46-fopenmp=libomp - MIN: 0.441. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -pie -lpthread -ldl

x265

This is a simple test of the x265 encoder run on the CPU with 1080p and 4K options for H.265 video encode performance with x265. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.0714212835SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.23, N = 3SE +/- 0.25, N = 3SE +/- 0.13, N = 328.9128.7928.6030.3229.9430.441. (CXX) g++ options: -O3 -march=native -rdynamic -lpthread -lrt -ldl -lnuma

JPEG XL

The JPEG XL Image Coding System is designed to provide next-generation JPEG image capabilities with JPEG XL offering better image quality and compression over legacy JPEG. This test profile is currently focused on the multi-threaded JPEG XL image encode performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL 0.3.3Input: JPEG - Encode Speed: 5Clang 12.0Clang 11.0AMD AOCC 3.01530456075SE +/- 0.14, N = 3SE +/- 0.20, N = 3SE +/- 0.17, N = 366.6665.5865.571. (CXX) g++ options: -O3 -march=native -funwind-tables -Xclang -mrelax-all -O2 -fPIE -pie -pthread -ldl

Liquid-DSP

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

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 128 - Buffer Length: 256 - Filter Length: 57GCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.0800M1600M2400M3200M4000MSE +/- 3384441.53, N = 3SE +/- 6016181.88, N = 3SE +/- 1679616.36, N = 3SE +/- 883804.91, N = 3SE +/- 1559202.08, N = 3SE +/- 1543084.93, N = 33012066667305576666730050333333643766667359653333336064666671. (CC) gcc options: -O3 -march=native -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 64 - Buffer Length: 256 - Filter Length: 57GCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.0700M1400M2100M2800M3500MSE +/- 2961043.36, N = 3SE +/- 1154700.54, N = 3SE +/- 4643753.27, N = 3SE +/- 6045475.81, N = 3SE +/- 2452436.43, N = 3SE +/- 1234233.91, N = 32940466667298940000029428666673070633333305136666731004000001. (CC) gcc options: -O3 -march=native -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 32 - Buffer Length: 256 - Filter Length: 57GCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.0400M800M1200M1600M2000MSE +/- 4864497.23, N = 3SE +/- 17297784.06, N = 3SE +/- 15763988.50, N = 3SE +/- 2255610.29, N = 3SE +/- 1331665.62, N = 3SE +/- 2130988.29, N = 31721900000167980000017180000001564833333157840000016096333331. (CC) gcc options: -O3 -march=native -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 1 - Buffer Length: 256 - Filter Length: 57GCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.013M26M39M52M65MSE +/- 870702.21, N = 3SE +/- 318169.94, N = 3SE +/- 6887.99, N = 3SE +/- 790005.27, N = 3SE +/- 40360.87, N = 3SE +/- 47026.00, N = 36140400060886333624673335566300056307000574113331. (CC) gcc options: -O3 -march=native -pthread -lm -lc -lliquid

Etcpak

Etcpack is the self-proclaimed "fastest ETC compressor on the planet" with focused on providing open-source, very fast ETC and S3 texture compression support. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: ETC1GCC 9.3GCC 10.3Clang 12.0 LTOClang 12.0Clang 11.0AMD AOCC 3.060120180240300SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.11, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3269.67281.15284.76284.64205.07211.731. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread

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, LosslessGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.0510152025SE +/- 0.13, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.13, N = 3SE +/- 0.03, N = 319.3018.3118.8819.0218.5719.13-ltiff1. (CC) gcc options: -fvisibility=hidden -O3 -march=native -pthread -lm -lpng16 -ljpeg

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.0Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4KGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0816243240SE +/- 0.12, N = 3SE +/- 0.47, N = 3SE +/- 0.19, N = 3SE +/- 0.48, N = 3SE +/- 0.22, N = 334.5635.2635.2633.3933.141. (CXX) g++ options: -O3 -march=native -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

JPEG XL

The JPEG XL Image Coding System is designed to provide next-generation JPEG image capabilities with JPEG XL offering better image quality and compression over legacy JPEG. This test profile is currently focused on the multi-threaded JPEG XL image encode performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL 0.3.3Input: PNG - Encode Speed: 5Clang 12.0Clang 11.0AMD AOCC 3.020406080100SE +/- 0.17, N = 3SE +/- 0.24, N = 3SE +/- 0.41, N = 374.2778.4179.231. (CXX) g++ options: -O3 -march=native -funwind-tables -Xclang -mrelax-all -O2 -fPIE -pie -pthread -ldl

SVT-AV1

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-AV1 CPU-based multi-threaded video encoder for the AV1 video format with a sample 1080p YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 4 - Input: 1080pGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.03691215SE +/- 0.086, N = 3SE +/- 0.139, N = 3SE +/- 0.111, N = 9SE +/- 0.170, N = 3SE +/- 0.164, N = 4SE +/- 0.189, N = 39.32511.90511.23011.47411.82111.6901. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

JPEG XL

The JPEG XL Image Coding System is designed to provide next-generation JPEG image capabilities with JPEG XL offering better image quality and compression over legacy JPEG. This test profile is currently focused on the multi-threaded JPEG XL image encode performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL 0.3.3Input: JPEG - Encode Speed: 7Clang 12.0Clang 11.0AMD AOCC 3.01530456075SE +/- 0.16, N = 3SE +/- 0.08, N = 3SE +/- 0.05, N = 366.3865.4365.681. (CXX) g++ options: -O3 -march=native -funwind-tables -Xclang -mrelax-all -O2 -fPIE -pie -pthread -ldl

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.0Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4KGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0918273645SE +/- 0.38, N = 3SE +/- 0.29, N = 3SE +/- 0.19, N = 3SE +/- 0.43, N = 3SE +/- 0.31, N = 339.1239.7139.3238.1137.281. (CXX) g++ options: -O3 -march=native -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

Tachyon

This is a test of the threaded Tachyon, a parallel ray-tracing system, measuring the time to ray-trace a sample scene. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTachyon 0.99b6Total TimeGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.048121620SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 315.6815.5016.1516.0516.4116.061. (CC) gcc options: -m64 -O3 -fomit-frame-pointer -ffast-math -ltachyon -lm -lpthread

SVT-HEVC

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-HEVC CPU-based multi-threaded video encoder for the HEVC / H.265 video format with a sample 1080p YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 1 - Input: Bosphorus 1080pGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.0918273645SE +/- 0.18, N = 3SE +/- 0.17, N = 3SE +/- 0.05, N = 3SE +/- 0.17, N = 3SE +/- 0.09, N = 3SE +/- 0.08, N = 338.4138.8639.0341.0941.0140.951. (CC) gcc options: -O3 -march=native -fPIE -fPIC -O2 -pie -rdynamic -lpthread -lrt

oneDNN

This is a test of the Intel oneDNN as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the Intel oneAPI initiative. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: IP Shapes 1D - Data Type: f32 - Engine: CPUGCC 9.3GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.00.26530.53060.79591.06121.3265SE +/- 0.00349, N = 3SE +/- 0.00296, N = 3SE +/- 0.00199, N = 3SE +/- 0.00127, N = 3SE +/- 0.00160, N = 31.174861.178941.077011.080111.03899-fopenmp - MIN: 1.12-fopenmp - MIN: 1.12-fopenmp=libomp - MIN: 1.04-fopenmp=libomp - MIN: 1.03-fopenmp=libomp - MIN: 0.991. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPUGCC 9.3GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.00.26940.53880.80821.07761.347SE +/- 0.00597, N = 3SE +/- 0.00438, N = 3SE +/- 0.00286, N = 3SE +/- 0.00395, N = 3SE +/- 0.00668, N = 31.174341.197471.075071.075771.04484-fopenmp - MIN: 0.96-fopenmp - MIN: 0.98-fopenmp=libomp - MIN: 0.87-fopenmp=libomp - MIN: 0.86-fopenmp=libomp - MIN: 0.831. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -pie -lpthread -ldl

FFTW

FFTW is a C subroutine library for computing the discrete Fourier transform (DFT) in one or more dimensions. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMflops, More Is BetterFFTW 3.3.6Build: Float + SSE - Size: 1D FFT Size 1024GCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.011K22K33K44K55KSE +/- 788.42, N = 3SE +/- 568.96, N = 3SE +/- 439.64, N = 15SE +/- 952.64, N = 12SE +/- 585.78, N = 3SE +/- 621.84, N = 155327551706520545035050740496851. (CC) gcc options: -pthread -O3 -march=native -lm

FLAC Audio Encoding

This test times how long it takes to encode a sample WAV file to FLAC format five times. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterFLAC Audio Encoding 1.3.2WAV To FLACGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.03691215SE +/- 0.011, N = 5SE +/- 0.006, N = 5SE +/- 0.008, N = 5SE +/- 0.007, N = 5SE +/- 0.006, N = 5SE +/- 0.006, N = 58.5348.7098.5677.8547.9799.280-fvisibility=hidden-fvisibility=hidden-fvisibility=hidden1. (CXX) g++ options: -O3 -march=native -logg -lm

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 PixelGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.048121620SE +/- 0.014, N = 3SE +/- 0.027, N = 3SE +/- 0.014, N = 3SE +/- 0.023, N = 3SE +/- 0.009, N = 3SE +/- 0.063, N = 39.1589.2279.02915.87015.59915.6491. (CC) gcc options: -lm -lpthread -O3 -march=native

Opus Codec Encoding

Opus is an open audio codec. Opus is a lossy audio compression format designed primarily for interactive real-time applications over the Internet. This test uses Opus-Tools and measures the time required to encode a WAV file to Opus. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterOpus Codec Encoding 1.3.1WAV To Opus EncodeGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0246810SE +/- 0.002, N = 5SE +/- 0.002, N = 5SE +/- 0.003, N = 5SE +/- 0.013, N = 5SE +/- 0.002, N = 57.5047.3817.4697.5677.392-fvisibility=hidden-fvisibility=hidden-fvisibility=hidden1. (CXX) g++ options: -O3 -march=native -logg -lm

oneDNN

This is a test of the Intel oneDNN as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the Intel oneAPI initiative. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPUGCC 9.3GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.00.0850.170.2550.340.425SE +/- 0.000576, N = 3SE +/- 0.004341, N = 3SE +/- 0.000321, N = 3SE +/- 0.000247, N = 3SE +/- 0.000492, N = 30.3769920.3777330.3136890.3155220.301885-fopenmp - MIN: 0.36-fopenmp - MIN: 0.36-fopenmp=libomp - MIN: 0.3-fopenmp=libomp - MIN: 0.3-fopenmp=libomp - MIN: 0.291. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPUGCC 9.3GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.00.26380.52760.79141.05521.319SE +/- 0.003430, N = 3SE +/- 0.005622, N = 3SE +/- 0.004576, N = 3SE +/- 0.006530, N = 3SE +/- 0.004625, N = 30.7177820.7881921.1725801.1514001.170440-fopenmp - MIN: 0.67-fopenmp - MIN: 0.74-fopenmp=libomp - MIN: 1.12-fopenmp=libomp - MIN: 1.09-fopenmp=libomp - MIN: 1.111. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -pie -lpthread -ldl

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 TimeGCC 9.3GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.03691215SE +/- 0.053, N = 3SE +/- 0.049, N = 3SE +/- 0.041, N = 3SE +/- 0.032, N = 3SE +/- 0.026, N = 39.9689.5709.2969.4089.4941. (CXX) g++ options: -pipe -O3 -ffast-math -march=native -pthread -lSDL -lXpm -lSM -lICE -lX11 -lIlmImf -lImath -lHalf -lIex -lIexMath -lIlmThread -lpthread -ltiff -ljpeg -lpng -lz -lrt -lm -lboost_thread -lboost_system

FFTW

FFTW is a C subroutine library for computing the discrete Fourier transform (DFT) in one or more dimensions. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMflops, More Is BetterFFTW 3.3.6Build: Stock - Size: 2D FFT Size 1024GCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.02K4K6K8K10KSE +/- 19.46, N = 3SE +/- 25.87, N = 3SE +/- 41.68, N = 3SE +/- 48.25, N = 3SE +/- 45.95, N = 3SE +/- 14.28, N = 39798.69238.49247.39088.38809.68902.11. (CC) gcc options: -pthread -O3 -march=native -lm

JPEG XL

The JPEG XL Image Coding System is designed to provide next-generation JPEG image capabilities with JPEG XL offering better image quality and compression over legacy JPEG. This test profile is currently focused on the multi-threaded JPEG XL image encode performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL 0.3.3Input: JPEG - Encode Speed: 8Clang 12.0Clang 11.0AMD AOCC 3.0714212835SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 328.1327.2427.291. (CXX) g++ options: -O3 -march=native -funwind-tables -Xclang -mrelax-all -O2 -fPIE -pie -pthread -ldl

oneDNN

This is a test of the Intel oneDNN as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the Intel oneAPI initiative. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPUGCC 9.3GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.00.45810.91621.37431.83242.2905SE +/- 0.01150, N = 3SE +/- 0.00384, N = 3SE +/- 0.01922, N = 12SE +/- 0.00118, N = 3SE +/- 0.00195, N = 31.662601.642682.036061.605401.59597-fopenmp - MIN: 1.59-fopenmp - MIN: 1.58-fopenmp=libomp - MIN: 1.81-fopenmp=libomp - MIN: 1.55-fopenmp=libomp - MIN: 1.541. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -pie -lpthread -ldl

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 0.9.0Encoder Speed: 6GCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.03691215SE +/- 0.031, N = 3SE +/- 0.052, N = 3SE +/- 0.032, N = 3SE +/- 0.014, N = 3SE +/- 0.022, N = 3SE +/- 0.016, N = 310.39910.29110.4179.5109.5369.7251. (CXX) g++ options: -O3 -fPIC -lm

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.0Encoder Mode: Speed 9 Realtime - Input: Bosphorus 1080pGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.020406080100SE +/- 1.10, N = 8SE +/- 1.15, N = 8SE +/- 1.76, N = 3SE +/- 0.31, N = 3SE +/- 0.53, N = 3106.55111.27107.46103.17100.551. (CXX) g++ options: -O3 -march=native -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

dav1d

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

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.8.2Video Input: Chimera 1080pGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.030060090012001500SE +/- 5.12, N = 3SE +/- 1.75, N = 3SE +/- 3.74, N = 3SE +/- 2.95, N = 3SE +/- 6.69, N = 3SE +/- 0.97, N = 31145.501180.441171.041198.221190.411188.43-lm - MIN: 664.19 / MAX: 1441.54-lm - MIN: 680.31 / MAX: 1485.74-lm - MIN: 683.28 / MAX: 1473.51MIN: 700.24 / MAX: 1494.16-lm - MIN: 685.16 / MAX: 1496.36-lm - MIN: 703.73 / MAX: 1484.941. (CC) gcc options: -O3 -march=native -pthread

oneDNN

This is a test of the Intel oneDNN as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the Intel oneAPI initiative. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: IP Shapes 3D - Data Type: f32 - Engine: CPUGCC 9.3GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.00.82641.65282.47923.30564.132SE +/- 0.03246, N = 3SE +/- 0.02637, N = 3SE +/- 0.01639, N = 3SE +/- 0.04735, N = 3SE +/- 0.02018, N = 33.672783.611443.285073.527873.41583-fopenmp - MIN: 3.39-fopenmp - MIN: 3.37-fopenmp=libomp - MIN: 3.15-fopenmp=libomp - MIN: 3.29-fopenmp=libomp - MIN: 3.241. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPUGCC 9.3GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.00.15980.31960.47940.63920.799SE +/- 0.003317, N = 3SE +/- 0.003112, N = 3SE +/- 0.011383, N = 3SE +/- 0.008914, N = 3SE +/- 0.000764, N = 30.6540100.6462520.7101240.5947290.554231-fopenmp - MIN: 0.59-fopenmp - MIN: 0.6-fopenmp=libomp - MIN: 0.64-fopenmp=libomp - MIN: 0.53-fopenmp=libomp - MIN: 0.51. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -pie -lpthread -ldl

x265

This is a simple test of the x265 encoder run on the CPU with 1080p and 4K options for H.265 video encode performance with x265. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 1080pGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.01632486480SE +/- 0.26, N = 3SE +/- 0.56, N = 3SE +/- 0.32, N = 3SE +/- 0.49, N = 3SE +/- 0.49, N = 3SE +/- 0.63, N = 372.1471.7972.6074.0073.3673.511. (CXX) g++ options: -O3 -march=native -rdynamic -lpthread -lrt -ldl -lnuma

LAME MP3 Encoding

LAME is an MP3 encoder licensed under the LGPL. This test measures the time required to encode a WAV file to MP3 format. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterLAME MP3 Encoding 3.100WAV To MP3GCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.0246810SE +/- 0.019, N = 3SE +/- 0.005, N = 3SE +/- 0.006, N = 3SE +/- 0.003, N = 3SE +/- 0.021, N = 3SE +/- 0.008, N = 37.0117.4737.2318.2568.2508.142-ffast-math -funroll-loops -fschedule-insns2 -fbranch-count-reg -fforce-addr-ffast-math -funroll-loops -fschedule-insns2 -fbranch-count-reg -fforce-addr-ffast-math -funroll-loops -fschedule-insns2 -fbranch-count-reg -fforce-addr1. (CC) gcc options: -O3 -pipe -march=native -lncurses -lm

SVT-AV1

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-AV1 CPU-based multi-threaded video encoder for the AV1 video format with a sample 1080p YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 0.8Encoder Mode: Enc Mode 8 - Input: 1080pGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.0306090120150SE +/- 0.83, N = 3SE +/- 0.18, N = 3SE +/- 1.05, N = 3SE +/- 0.10, N = 3SE +/- 0.46, N = 3SE +/- 0.33, N = 392.98110.70109.70118.07117.39116.491. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

toyBrot Fractal Generator

ToyBrot is a Mandelbrot fractal generator supporting C++ threads/tasks, OpenMP, Intel Threaded Building Blocks (TBB), and other targets. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BettertoyBrot Fractal Generator 2020-11-18Implementation: TBBGCC 9.3GCC 10.3Clang 12.0 LTOClang 12.0Clang 11.0AMD AOCC 3.015003000450060007500SE +/- 74.84, N = 3SE +/- 67.68, N = 3SE +/- 86.43, N = 3SE +/- 87.21, N = 3SE +/- 67.11, N = 7SE +/- 52.54, N = 3510751817085678062476945-lm -lgcc -lgcc_s -lc-lm -lgcc -lgcc_s -lc-flto-lm -lgcc -lgcc_s -lc-lm -lgcc -lgcc_s -lc-lm -lgcc -lgcc_s -lc1. (CXX) g++ options: -O3 -march=native -lpthread

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 2.4Preset: ThoroughGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.0246810SE +/- 0.0029, N = 3SE +/- 0.0034, N = 3SE +/- 0.0011, N = 3SE +/- 0.0028, N = 3SE +/- 0.0026, N = 3SE +/- 0.0015, N = 37.85377.69897.83706.76476.76746.64091. (CXX) g++ options: -O3 -march=native -flto -pthread

WebP2 Image Encode

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

OpenBenchmarking.orgSeconds, Fewer Is BetterWebP2 Image Encode 20210126Encode Settings: Quality 100, Compression Effort 5GCC 9.3GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.0246810SE +/- 0.017, N = 3SE +/- 0.017, N = 3SE +/- 0.006, N = 3SE +/- 0.022, N = 3SE +/- 0.028, N = 36.7536.9346.6907.3667.4031. (CXX) g++ options: -O3 -march=native -fno-rtti -rdynamic -lpthread -ljpeg -lgif -lwebp -lwebpdemux

dav1d

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

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.8.2Video Input: Summer Nature 4KGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.0120240360480600SE +/- 1.35, N = 3SE +/- 2.51, N = 3SE +/- 0.67, N = 3SE +/- 1.79, N = 3SE +/- 1.43, N = 3SE +/- 1.13, N = 3530.82538.28536.71541.56543.43541.58-lm - MIN: 248.84 / MAX: 574.28-lm - MIN: 251.6 / MAX: 584.38-lm - MIN: 256.44 / MAX: 577.82MIN: 252.01 / MAX: 587.53-lm - MIN: 256.75 / MAX: 593.99-lm - MIN: 259.4 / MAX: 585.81. (CC) gcc options: -O3 -march=native -pthread

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, Highest CompressionGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.0246810SE +/- 0.009, N = 3SE +/- 0.021, N = 3SE +/- 0.006, N = 3SE +/- 0.004, N = 3SE +/- 0.018, N = 3SE +/- 0.009, N = 37.0537.0037.0786.3096.2436.578-ltiff1. (CC) gcc options: -fvisibility=hidden -O3 -march=native -pthread -lm -lpng16 -ljpeg

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.0Encoder Mode: Speed 8 Realtime - Input: Bosphorus 1080pGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.020406080100SE +/- 0.89, N = 3SE +/- 0.47, N = 3SE +/- 0.65, N = 3SE +/- 1.07, N = 3SE +/- 0.51, N = 391.9794.4093.0588.7886.091. (CXX) g++ options: -O3 -march=native -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

oneDNN

This is a test of the Intel oneDNN as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the Intel oneAPI initiative. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPUGCC 9.3GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.00.27480.54960.82441.09921.374SE +/- 0.001032, N = 3SE +/- 0.001247, N = 3SE +/- 0.018279, N = 4SE +/- 0.000480, N = 3SE +/- 0.000645, N = 30.8693080.8707841.2213200.8411690.833921-fopenmp - MIN: 0.84-fopenmp - MIN: 0.84-fopenmp=libomp - MIN: 1.13-fopenmp=libomp - MIN: 0.82-fopenmp=libomp - MIN: 0.811. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -pie -lpthread -ldl

toyBrot Fractal Generator

ToyBrot is a Mandelbrot fractal generator supporting C++ threads/tasks, OpenMP, Intel Threaded Building Blocks (TBB), and other targets. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BettertoyBrot Fractal Generator 2020-11-18Implementation: C++ TasksGCC 9.3GCC 10.3Clang 12.0 LTOClang 12.0Clang 11.0AMD AOCC 3.016003200480064008000SE +/- 49.08, N = 3SE +/- 31.52, N = 3SE +/- 17.21, N = 3SE +/- 33.67, N = 3SE +/- 7.31, N = 3SE +/- 41.46, N = 3541456107367743768367189-lm -lgcc -lgcc_s -lc-lm -lgcc -lgcc_s -lc-flto-lm -lgcc -lgcc_s -lc-lm -lgcc -lgcc_s -lc-lm -lgcc -lgcc_s -lc1. (CXX) g++ options: -O3 -march=native -lpthread

OpenBenchmarking.orgms, Fewer Is BettertoyBrot Fractal Generator 2020-11-18Implementation: OpenMPGCC 9.3GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.016003200480064008000SE +/- 3.18, N = 3SE +/- 2.60, N = 3SE +/- 14.89, N = 3SE +/- 20.42, N = 3SE +/- 22.73, N = 3545155247507702974771. (CXX) g++ options: -O3 -march=native -lpthread -lm -lgcc -lgcc_s -lc

OpenBenchmarking.orgms, Fewer Is BettertoyBrot Fractal Generator 2020-11-18Implementation: C++ ThreadsGCC 9.3GCC 10.3Clang 12.0 LTOClang 12.0Clang 11.0AMD AOCC 3.015003000450060007500SE +/- 8.33, N = 3SE +/- 6.12, N = 3SE +/- 15.06, N = 3SE +/- 30.90, N = 3SE +/- 25.04, N = 3SE +/- 24.26, N = 3514253837143722063957144-lm -lgcc -lgcc_s -lc-lm -lgcc -lgcc_s -lc-flto-lm -lgcc -lgcc_s -lc-lm -lgcc -lgcc_s -lc-lm -lgcc -lgcc_s -lc1. (CXX) g++ options: -O3 -march=native -lpthread

FFTW

FFTW is a C subroutine library for computing the discrete Fourier transform (DFT) in one or more dimensions. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMflops, More Is BetterFFTW 3.3.6Build: Float + SSE - Size: 1D FFT Size 2048GCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.012K24K36K48K60KSE +/- 725.00, N = 3SE +/- 156.75, N = 3SE +/- 743.81, N = 3SE +/- 439.50, N = 3SE +/- 582.34, N = 3SE +/- 756.91, N = 35274954710534975125450084444121. (CC) gcc options: -pthread -O3 -march=native -lm

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 0.9.0Encoder Speed: 10, LosslessGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.0246810SE +/- 0.022, N = 3SE +/- 0.017, N = 3SE +/- 0.007, N = 3SE +/- 0.013, N = 3SE +/- 0.011, N = 3SE +/- 0.022, N = 36.1316.1496.1075.7465.8795.9481. (CXX) g++ options: -O3 -fPIC -lm

FFTW

FFTW is a C subroutine library for computing the discrete Fourier transform (DFT) in one or more dimensions. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMflops, More Is BetterFFTW 3.3.6Build: Stock - Size: 1D FFT Size 4096GCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.02K4K6K8K10KSE +/- 20.21, N = 3SE +/- 48.56, N = 3SE +/- 57.26, N = 3SE +/- 101.36, N = 3SE +/- 15.16, N = 3SE +/- 43.38, N = 310548.010205.010179.09862.09438.69603.21. (CC) gcc options: -pthread -O3 -march=native -lm

OpenBenchmarking.orgMflops, More Is BetterFFTW 3.3.6Build: Stock - Size: 1D FFT Size 1024GCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.03K6K9K12K15KSE +/- 44.20, N = 3SE +/- 189.35, N = 3SE +/- 32.26, N = 3SE +/- 27.10, N = 3SE +/- 35.53, N = 3SE +/- 34.64, N = 31168911044113191080510564106691. (CC) gcc options: -pthread -O3 -march=native -lm

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 2.4Preset: MediumGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.01.09682.19363.29044.38725.484SE +/- 0.0035, N = 3SE +/- 0.0099, N = 3SE +/- 0.0047, N = 3SE +/- 0.0116, N = 3SE +/- 0.0013, N = 3SE +/- 0.0042, N = 34.87454.81604.86994.00583.98373.88111. (CXX) g++ options: -O3 -march=native -flto -pthread

FFTW

FFTW is a C subroutine library for computing the discrete Fourier transform (DFT) in one or more dimensions. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMflops, More Is BetterFFTW 3.3.6Build: Stock - Size: 1D FFT Size 2048GCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.02K4K6K8K10KSE +/- 37.69, N = 3SE +/- 55.19, N = 3SE +/- 14.75, N = 3SE +/- 7.75, N = 3SE +/- 28.76, N = 3SE +/- 39.89, N = 311053.010675.010711.010467.010004.210227.01. (CC) gcc options: -pthread -O3 -march=native -lm

WebP2 Image Encode

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

OpenBenchmarking.orgSeconds, Fewer Is BetterWebP2 Image Encode 20210126Encode Settings: DefaultGCC 9.3GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.00.65661.31321.96982.62643.283SE +/- 0.038, N = 3SE +/- 0.032, N = 7SE +/- 0.027, N = 3SE +/- 0.031, N = 3SE +/- 0.010, N = 32.7782.9182.7392.7432.8161. (CXX) g++ options: -O3 -march=native -fno-rtti -rdynamic -lpthread -ljpeg -lgif -lwebp -lwebpdemux

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 0.9.0Encoder Speed: 10GCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.00.82331.64662.46993.29324.1165SE +/- 0.016, N = 3SE +/- 0.002, N = 3SE +/- 0.022, N = 3SE +/- 0.014, N = 3SE +/- 0.010, N = 3SE +/- 0.004, N = 33.6593.6073.6433.3613.4293.5431. (CXX) g++ options: -O3 -fPIC -lm

FFTW

FFTW is a C subroutine library for computing the discrete Fourier transform (DFT) in one or more dimensions. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMflops, More Is BetterFFTW 3.3.6Build: Float + SSE - Size: 1D FFT Size 32GCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.04K8K12K16K20KSE +/- 170.19, N = 8SE +/- 168.99, N = 3SE +/- 108.41, N = 3SE +/- 48.79, N = 3SE +/- 129.55, N = 3SE +/- 5.33, N = 31659016590166501564914590161461. (CC) gcc options: -pthread -O3 -march=native -lm

OpenBenchmarking.orgMflops, More Is BetterFFTW 3.3.6Build: Stock - Size: 1D FFT Size 32GCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.03K6K9K12K15KSE +/- 67.28, N = 3SE +/- 45.16, N = 3SE +/- 16.05, N = 3SE +/- 24.25, N = 3SE +/- 20.33, N = 3SE +/- 41.35, N = 31439912765125761333313324131921. (CC) gcc options: -pthread -O3 -march=native -lm

Etcpak

Etcpack is the self-proclaimed "fastest ETC compressor on the planet" with focused on providing open-source, very fast ETC and S3 texture compression support. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: DXT1GCC 9.3GCC 10.3Clang 12.0 LTOClang 12.0Clang 11.0AMD AOCC 3.06001200180024003000SE +/- 0.16, N = 3SE +/- 0.48, N = 3SE +/- 6.09, N = 3SE +/- 2.64, N = 3SE +/- 1.69, N = 3SE +/- 8.09, N = 31082.371114.602719.992718.531872.762654.721. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread

oneDNN

This is a test of the Intel oneDNN as an Intel-optimized library for Deep Neural Networks and making use of its built-in benchdnn functionality. The result is the total perf time reported. Intel oneDNN was formerly known as DNNL (Deep Neural Network Library) and MKL-DNN before being rebranded as part of the Intel oneAPI initiative. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPUGCC 9.3GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.00.67581.35162.02742.70323.379SE +/- 0.00845, N = 3SE +/- 0.00883, N = 3SE +/- 0.02100, N = 3SE +/- 0.02389, N = 3SE +/- 0.00564, N = 32.997593.003412.367972.318592.28755-fopenmp - MIN: 2.24-fopenmp - MIN: 2.35-fopenmp=libomp - MIN: 2.01-fopenmp=libomp - MIN: 1.92-fopenmp=libomp - MIN: 1.911. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPUGCC 9.3GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.00.1770.3540.5310.7080.885SE +/- 0.002405, N = 3SE +/- 0.002532, N = 3SE +/- 0.004246, N = 3SE +/- 0.001200, N = 3SE +/- 0.001713, N = 30.7867620.7824760.7797760.7791010.773233-fopenmp - MIN: 0.75-fopenmp - MIN: 0.73-fopenmp=libomp - MIN: 0.73-fopenmp=libomp - MIN: 0.73-fopenmp=libomp - MIN: 0.721. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -pie -lpthread -ldl

dav1d

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

OpenBenchmarking.orgFPS, More Is Betterdav1d 0.8.2Video Input: Summer Nature 1080pGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.030060090012001500SE +/- 2.25, N = 3SE +/- 1.96, N = 3SE +/- 8.15, N = 3SE +/- 7.87, N = 3SE +/- 2.13, N = 3SE +/- 4.95, N = 31228.631249.741245.111244.111251.251251.91-lm - MIN: 555.28 / MAX: 1361.68-lm - MIN: 559.74 / MAX: 1387.11-lm - MIN: 539.07 / MAX: 1398.87MIN: 549.81 / MAX: 1390.03-lm - MIN: 556.46 / MAX: 1394.06-lm - MIN: 543.89 / MAX: 1394.161. (CC) gcc options: -O3 -march=native -pthread

SVT-VP9

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-VP9 CPU-based multi-threaded video encoder for the VP9 video format with a sample YUV input video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: Visual Quality Optimized - Input: Bosphorus 1080pGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.080160240320400SE +/- 3.83, N = 3SE +/- 0.70, N = 3SE +/- 0.47, N = 3SE +/- 1.11, N = 3SE +/- 1.91, N = 3SE +/- 2.72, N = 3354.21366.39364.12372.49373.99373.891. (CC) gcc options: -O3 -fcommon -march=native -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

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 100GCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.00.51171.02341.53512.04682.5585SE +/- 0.005, N = 3SE +/- 0.007, N = 3SE +/- 0.010, N = 3SE +/- 0.001, N = 3SE +/- 0.000, N = 3SE +/- 0.001, N = 32.2732.2742.2252.1992.2402.262-ltiff1. (CC) gcc options: -fvisibility=hidden -O3 -march=native -pthread -lm -lpng16 -ljpeg

SVT-HEVC

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-HEVC CPU-based multi-threaded video encoder for the HEVC / H.265 video format with a sample 1080p YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 7 - Input: Bosphorus 1080pGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.080160240320400SE +/- 1.20, N = 3SE +/- 1.51, N = 3SE +/- 1.54, N = 3SE +/- 1.56, N = 3SE +/- 3.43, N = 3SE +/- 1.09, N = 3322.42329.32330.53345.30346.89343.851. (CC) gcc options: -O3 -march=native -fPIE -fPIC -O2 -pie -rdynamic -lpthread -lrt

SVT-VP9

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-VP9 CPU-based multi-threaded video encoder for the VP9 video format with a sample YUV input video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: VMAF Optimized - Input: Bosphorus 1080pGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.0110220330440550SE +/- 0.82, N = 3SE +/- 1.15, N = 3SE +/- 0.24, N = 3SE +/- 1.37, N = 3SE +/- 0.23, N = 3SE +/- 2.67, N = 3463.12472.32472.61487.43481.05476.951. (CC) gcc options: -O3 -fcommon -march=native -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080pGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.0110220330440550SE +/- 0.32, N = 3SE +/- 1.13, N = 3SE +/- 2.08, N = 3SE +/- 0.73, N = 3SE +/- 1.76, N = 3SE +/- 1.94, N = 3464.57478.16477.67488.23482.02478.621. (CC) gcc options: -O3 -fcommon -march=native -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

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 PerformanceGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.0400K800K1200K1600K2000KSE +/- 760.80, N = 5SE +/- 1626.80, N = 5SE +/- 956.77, N = 5SE +/- 1798.40, N = 5SE +/- 2852.59, N = 5SE +/- 2098.00, N = 51446372149425014671791570966163826516978461. (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: DefaultGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.00.31430.62860.94291.25721.5715SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.002, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.002, N = 31.3971.3861.3721.3311.3361.351-ltiff1. (CC) gcc options: -fvisibility=hidden -O3 -march=native -pthread -lm -lpng16 -ljpeg

SVT-HEVC

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-HEVC CPU-based multi-threaded video encoder for the HEVC / H.265 video format with a sample 1080p YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 10 - Input: Bosphorus 1080pGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.0140280420560700SE +/- 3.83, N = 3SE +/- 5.75, N = 3SE +/- 2.42, N = 3SE +/- 3.01, N = 3SE +/- 5.55, N = 3SE +/- 3.03, N = 3605.50611.73615.62643.58652.74638.101. (CC) gcc options: -O3 -march=native -fPIE -fPIC -O2 -pie -rdynamic -lpthread -lrt

SciMark

This test runs the ANSI C version of SciMark 2.0, which is a benchmark for scientific and numerical computing developed by programmers at the National Institute of Standards and Technology. This test is made up of Fast Foruier Transform, Jacobi Successive Over-relaxation, Monte Carlo, Sparse Matrix Multiply, and dense LU matrix factorization benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMflops, More Is BetterSciMark 2.0Computational Test: Jacobi Successive Over-RelaxationGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.05001000150020002500SE +/- 0.12, N = 3SE +/- 0.10, N = 3SE +/- 0.07, N = 3SE +/- 0.08, N = 3SE +/- 0.12, N = 3SE +/- 0.02, N = 32149.152148.842038.151785.501785.421785.451. (CC) gcc options: -O3 -march=native -lm

OpenBenchmarking.orgMflops, More Is BetterSciMark 2.0Computational Test: Dense LU Matrix FactorizationGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.02K4K6K8K10KSE +/- 28.39, N = 3SE +/- 25.06, N = 3SE +/- 33.93, N = 3SE +/- 7.16, N = 3SE +/- 77.81, N = 3SE +/- 0.22, N = 39178.979263.559248.898848.409146.889021.831. (CC) gcc options: -O3 -march=native -lm

OpenBenchmarking.orgMflops, More Is BetterSciMark 2.0Computational Test: Sparse Matrix MultiplyGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.010002000300040005000SE +/- 1.69, N = 3SE +/- 0.39, N = 3SE +/- 0.86, N = 3SE +/- 10.41, N = 3SE +/- 3.87, N = 3SE +/- 5.98, N = 33765.883462.663820.774280.224590.374594.271. (CC) gcc options: -O3 -march=native -lm

OpenBenchmarking.orgMflops, More Is BetterSciMark 2.0Computational Test: Fast Fourier TransformGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.090180270360450SE +/- 0.66, N = 3SE +/- 1.03, N = 3SE +/- 0.25, N = 3SE +/- 0.46, N = 3SE +/- 0.67, N = 3SE +/- 0.70, N = 3384.03388.88388.98363.85399.16398.961. (CC) gcc options: -O3 -march=native -lm

OpenBenchmarking.orgMflops, More Is BetterSciMark 2.0Computational Test: Monte CarloGCC 9.3GCC 11.0.1GCC 10.3Clang 12.0Clang 11.0AMD AOCC 3.0150300450600750SE +/- 0.14, N = 3SE +/- 0.29, N = 3SE +/- 1.71, N = 3SE +/- 0.40, N = 3SE +/- 0.40, N = 3SE +/- 0.18, N = 3668.10647.82682.87675.13674.86690.941. (CC) gcc options: -O3 -march=native -lm

174 Results Shown

FFTW
WebP2 Image Encode
JPEG XL
ONNX Runtime:
  bertsquad-10 - OpenMP CPU
  super-resolution-10 - OpenMP CPU
SecureMark
Gcrypt Library
ONNX Runtime
WebP2 Image Encode
FFTW
AOM AV1
GraphicsMagick
ONNX Runtime
SVT-AV1
ONNX Runtime
WebP2 Image Encode
Ngspice:
  C7552
  C2670
AOM AV1
FFTW
ViennaCL:
  CPU BLAS - dGEMM-TT
  CPU BLAS - dGEMM-TN
  CPU BLAS - dGEMM-NT
  CPU BLAS - dGEMM-NN
  CPU BLAS - dGEMV-T
  CPU BLAS - dGEMV-N
  CPU BLAS - dDOT
  CPU BLAS - dAXPY
  CPU BLAS - dCOPY
  CPU BLAS - sDOT
  CPU BLAS - sAXPY
  CPU BLAS - sCOPY
AOM AV1:
  Speed 4 Two-Pass - Bosphorus 1080p
  Speed 0 Two-Pass - Bosphorus 4K
Timed MrBayes Analysis
JPEG XL
oneDNN:
  Recurrent Neural Network Training - u8s8f32 - CPU
  Recurrent Neural Network Training - bf16bf16bf16 - CPU
  Recurrent Neural Network Training - f32 - CPU
  Recurrent Neural Network Inference - u8s8f32 - CPU
  Recurrent Neural Network Inference - f32 - CPU
  Recurrent Neural Network Inference - bf16bf16bf16 - CPU
LZ4 Compression:
  9 - Decompression Speed
  9 - Compression Speed
FinanceBench
simdjson:
  DistinctUserID
  PartialTweets
LZ4 Compression:
  3 - Decompression Speed
  3 - Compression Speed
PostgreSQL pgbench:
  100 - 250 - Read Write - Average Latency
  100 - 250 - Read Write
FinanceBench
simdjson
GraphicsMagick:
  Noise-Gaussian
  Sharpen
  Rotate
  HWB Color Space
  Enhanced
  Swirl
PostgreSQL pgbench:
  100 - 1 - Read Only - Average Latency
  100 - 1 - Read Only
simdjson
dav1d
libavif avifenc
FFTW
AOM AV1:
  Speed 6 Two-Pass - Bosphorus 1080p
  Speed 0 Two-Pass - Bosphorus 1080p
FFTW
WebP Image Encode
AOM AV1
Botan:
  AES-256 - Decrypt
  AES-256
PostgreSQL pgbench:
  100 - 100 - Read Write - Average Latency
  100 - 100 - Read Write
  100 - 250 - Read Only - Average Latency
  100 - 250 - Read Only
  100 - 100 - Read Only - Average Latency
  100 - 100 - Read Only
  100 - 1 - Read Write - Average Latency
  100 - 1 - Read Write
QuantLib
Botan:
  ChaCha20Poly1305 - Decrypt
  ChaCha20Poly1305
  Blowfish - Decrypt
  Blowfish
Coremark
Botan:
  Twofish - Decrypt
  Twofish
  CAST-256 - Decrypt
  CAST-256
  KASUMI - Decrypt
  KASUMI
SciMark
libavif avifenc
Etcpak
libavif avifenc
LibRaw
ASTC Encoder
AOM AV1
FFTW
oneDNN:
  Deconvolution Batch shapes_1d - f32 - CPU
  Deconvolution Batch shapes_1d - u8s8f32 - CPU
x265
JPEG XL
Liquid-DSP:
  128 - 256 - 57
  64 - 256 - 57
  32 - 256 - 57
  1 - 256 - 57
Etcpak
WebP Image Encode
AOM AV1
JPEG XL
SVT-AV1
JPEG XL
AOM AV1
Tachyon
SVT-HEVC
oneDNN:
  IP Shapes 1D - f32 - CPU
  IP Shapes 1D - u8s8f32 - CPU
FFTW
FLAC Audio Encoding
C-Ray
Opus Codec Encoding
oneDNN:
  Matrix Multiply Batch Shapes Transformer - f32 - CPU
  Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPU
POV-Ray
FFTW
JPEG XL
oneDNN
libavif avifenc
AOM AV1
dav1d
oneDNN:
  IP Shapes 3D - f32 - CPU
  IP Shapes 3D - u8s8f32 - CPU
x265
LAME MP3 Encoding
SVT-AV1
toyBrot Fractal Generator
ASTC Encoder
WebP2 Image Encode
dav1d
WebP Image Encode
AOM AV1
oneDNN
toyBrot Fractal Generator:
  C++ Tasks
  OpenMP
  C++ Threads
FFTW
libavif avifenc
FFTW:
  Stock - 1D FFT Size 4096
  Stock - 1D FFT Size 1024
ASTC Encoder
FFTW
WebP2 Image Encode
libavif avifenc
FFTW:
  Float + SSE - 1D FFT Size 32
  Stock - 1D FFT Size 32
Etcpak
oneDNN:
  Deconvolution Batch shapes_3d - f32 - CPU
  Deconvolution Batch shapes_3d - u8s8f32 - CPU
dav1d
SVT-VP9
WebP Image Encode
SVT-HEVC
SVT-VP9:
  VMAF Optimized - Bosphorus 1080p
  PSNR/SSIM Optimized - Bosphorus 1080p
TSCP
WebP Image Encode
SVT-HEVC
SciMark:
  Jacobi Successive Over-Relaxation
  Dense LU Matrix Factorization
  Sparse Matrix Multiply
  Fast Fourier Transform
  Monte Carlo