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 2104123-IB-EPYC7763L12
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Clang 12.0
April 10 2021
  8 Hours, 55 Minutes
Clang 11.0
April 11 2021
  7 Hours, 36 Minutes
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  8 Hours, 16 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~ubuntu20.04.1ext41024x768ProcessorMotherboardChipsetMemoryDiskGraphicsNetworkOSKernelDesktopDisplay ServerCompilersFile-SystemScreen ResolutionEPYC 7763 LLVM Clang Compiler Tests PerformanceSystem Logs- Transparent Huge Pages: madvise- 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

Clang 12.0 vs. Clang 11.0 ComparisonPhoronix Test SuiteBaseline+52.7%+52.7%+105.4%+105.4%+158.1%+158.1%210.8%72%70.1%45.2%26.8%20.7%19.4%18.8%15.4%15.1%14.5%13.9%12.9%9.7%8.8%8.5%8.1%7.2%6.8%6.5%6.1%6%5.6%5.5%5.2%5.1%4.8%4.6%4.3%4%3.9%3.4%3%2.7%2.6%2.6%2.5%2.4%2.4%2.3%2.1%2.1%CPU BLAS - dCOPYCPU BLAS - dGEMM-NNCPU BLAS - dGEMM-TNC.1.1.b67.4%C.B.S.A - f32 - CPUDXT145.2%ETC138.8%CPU BLAS - dGEMV-N35%C.B.S.A - u8s8f32 - CPUCPU BLAS - dGEMM-NTETC219.7%IP Shapes 3D - u8s8f32 - CPUBlowfish19.1%CPU BLAS - dAXPYCPU BLAS - sAXPYCPU BLAS - dGEMM-TTC2670CPU BLAS - dDOTC++ ThreadsQ.1.C.E.510.1%F.F.TC++ TasksTBBCPU BLAS - dGEMV-TP.P.B7.9%IP Shapes 3D - f32 - CPU7.4%Float + SSE - 1D FFT Size 327.3%S.M.MRotate7.1%OpenMPCPU BLAS - sDOTTwofish - Decrypt6.2%R.N.N.I - bf16bf16bf16 - CPUC7552bertsquad-10 - OpenMP CPU5.7%PNG - 5R.N.N.I - f32 - CPUTwofish5.4%AES-256CPU BLAS - sCOPYQ.1.L.C5%Resizing5%KASUMI - Decrypt5%R.N.N.I - u8s8f32 - CPUDistinctUserID4.8%Stock - 1D FFT Size 20484.6%AES-256 - DecryptStock - 1D FFT Size 40964.5%KASUMI4.4%PartialTweets4.3%A.C.PCAST-256 - Decrypt4.2%Swirl4.1%Composite100 - 250 - Read Write4%yolov4 - OpenMP CPU100 - 250 - Read Write - Average Latency3.9%fcn-resnet101-11 - OpenMP CPU3.7%LargeRand3.7%D.L.M.FCAST-2563.3%JPEG - 83.3%6, Lossless3.2%Stock - 2D FFT Size 10243.2%Speed 8 Realtime - Bosphorus 1080p3.1%Enc Mode 4 - 1080pFloat + SSE - 1D FFT Size 4096Kostya2.6%R.N.N.T - bf16bf16bf16 - CPUSpeed 9 Realtime - Bosphorus 1080p2.6%100 - 1 - Read Only100 - 1 - Read Only - Average LatencyPNG - 82.5%Q.1.LWAV To Opus EncodeR.N.N.T - u8s8f32 - CPUFloat + SSE - 1D FFT Size 20482.3%10, Lossless2.3%Stock - 1D FFT Size 10242.3%Total Time2.3%Speed 9 Realtime - Bosphorus 4K2.2%D.B.s - f32 - CPUR.N.N.T - f32 - CPU102%SecureMark-TLS2%ViennaCLViennaCLViennaCLdav1doneDNNEtcpakEtcpakViennaCLoneDNNViennaCLEtcpakoneDNNBotanViennaCLViennaCLViennaCLNgspiceViennaCLtoyBrot Fractal GeneratorWebP2 Image EncodeSciMarktoyBrot Fractal GeneratortoyBrot Fractal GeneratorViennaCLLibRawoneDNNFFTWSciMarkGraphicsMagicktoyBrot Fractal GeneratorViennaCLBotanoneDNNNgspiceONNX RuntimeJPEG XLoneDNNBotanBotanViennaCLWebP2 Image EncodeGraphicsMagickBotanoneDNNsimdjsonFFTWBotanFFTWBotansimdjsonTSCPBotanGraphicsMagickSciMarkPostgreSQL pgbenchONNX RuntimePostgreSQL pgbenchONNX RuntimesimdjsonSciMarkBotanJPEG XLlibavif avifencFFTWAOM AV1SVT-AV1FFTWsimdjsononeDNNAOM AV1PostgreSQL pgbenchPostgreSQL pgbenchJPEG XLWebP Image EncodeOpus Codec EncodingoneDNNFFTWlibavif avifencFFTWTachyonAOM AV1oneDNNoneDNNlibavif avifencSecureMarkClang 12.0Clang 11.0

EPYC 7763 LLVM Clang Compiler Testsviennacl: CPU BLAS - dGEMM-NNviennacl: CPU BLAS - dGEMM-TNdav1d: Chimera 1080p 10-bitonednn: Convolution Batch Shapes Auto - f32 - CPUetcpak: DXT1etcpak: ETC1onednn: Convolution Batch Shapes Auto - u8s8f32 - CPUviennacl: CPU BLAS - dGEMM-NTetcpak: ETC2onednn: IP Shapes 3D - u8s8f32 - CPUbotan: Blowfishviennacl: CPU BLAS - dGEMM-TTngspice: C2670toybrot: C++ Threadswebp2: Quality 100, Compression Effort 5scimark2: Fast Fourier Transformtoybrot: C++ Taskstoybrot: TBBviennacl: CPU BLAS - dGEMV-Tlibraw: Post-Processing Benchmarkonednn: IP Shapes 3D - f32 - CPUfftw: Float + SSE - 1D FFT Size 32scimark2: Sparse Matrix Multiplygraphics-magick: Rotatetoybrot: OpenMPbotan: Twofish - Decryptonednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPUngspice: C7552jpegxl: PNG - 5onednn: Recurrent Neural Network Inference - f32 - CPUbotan: Twofishbotan: AES-256webp2: Quality 100, Lossless Compressionbotan: KASUMI - Decryptonednn: Recurrent Neural Network Inference - u8s8f32 - CPUsimdjson: DistinctUserIDfftw: Stock - 1D FFT Size 2048botan: AES-256 - Decryptfftw: Stock - 1D FFT Size 4096botan: KASUMIsimdjson: PartialTweetstscp: AI Chess Performancebotan: CAST-256 - Decryptgraphics-magick: Swirlscimark2: Compositepgbench: 100 - 250 - Read Writeonnx: yolov4 - OpenMP CPUpgbench: 100 - 250 - Read Write - Average Latencyonnx: fcn-resnet101-11 - OpenMP CPUsimdjson: LargeRandscimark2: Dense LU Matrix Factorizationbotan: CAST-256jpegxl: JPEG - 8avifenc: 6, Losslessfftw: Stock - 2D FFT Size 1024aom-av1: Speed 8 Realtime - Bosphorus 1080psvt-av1: Enc Mode 4 - 1080pfftw: Float + SSE - 1D FFT Size 4096simdjson: Kostyaonednn: Recurrent Neural Network Training - bf16bf16bf16 - CPUaom-av1: Speed 9 Realtime - Bosphorus 1080ppgbench: 100 - 1 - Read Onlypgbench: 100 - 1 - Read Only - Average Latencyjpegxl: PNG - 8webp: Quality 100, Losslessencode-opus: WAV To Opus Encodeonednn: Recurrent Neural Network Training - u8s8f32 - CPUfftw: Float + SSE - 1D FFT Size 2048avifenc: 10, Losslessfftw: Stock - 1D FFT Size 1024tachyon: Total Timeaom-av1: Speed 9 Realtime - Bosphorus 4Konednn: Deconvolution Batch shapes_3d - f32 - CPUonednn: Recurrent Neural Network Training - f32 - CPUavifenc: 10securemark: SecureMark-TLSwebp: Quality 100, Lossless, Highest Compressionwebp: Quality 100onednn: Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPUgraphics-magick: HWB Color Spacec-ray: Total Time - 4K, 16 Rays Per Pixelaom-av1: Speed 6 Two-Pass - Bosphorus 4Kwebp2: Quality 95, Compression Effort 7jpegxl: JPEG - 5aom-av1: Speed 4 Two-Pass - Bosphorus 4Kencode-flac: WAV To FLACjpegxl: JPEG - 7svt-hevc: 10 - Bosphorus 1080paom-av1: Speed 4 Two-Pass - Bosphorus 1080pgcrypt: svt-vp9: VMAF Optimized - Bosphorus 1080pliquid-dsp: 128 - 256 - 57graphics-magick: Noise-Gaussiansvt-vp9: PSNR/SSIM Optimized - Bosphorus 1080px265: Bosphorus 4Kpovray: Trace Timepgbench: 100 - 100 - Read Write - Average Latencyfftw: Stock - 2D FFT Size 4096avifenc: 2jpegxl: PNG - 7liquid-dsp: 1 - 256 - 57pgbench: 100 - 100 - Read Writefftw: Stock - 2D FFT Size 2048svt-av1: Enc Mode 0 - 1080ponnx: shufflenet-v2-10 - OpenMP CPUwebp: Quality 100, Highest Compressioncompress-lz4: 9 - Compression Speedpgbench: 100 - 1 - Read Write - Average Latencypgbench: 100 - 1 - Read Writeonednn: Deconvolution Batch shapes_1d - f32 - CPUaom-av1: Speed 6 Realtime - Bosphorus 1080px265: Bosphorus 1080pliquid-dsp: 32 - 256 - 57aom-av1: Speed 8 Realtime - Bosphorus 4Kgraphics-magick: Enhanceddav1d: Chimera 1080pliquid-dsp: 64 - 256 - 57fftw: Float + SSE - 2D FFT Size 2048aom-av1: Speed 6 Two-Pass - Bosphorus 1080pfinancebench: Bonds OpenMPonednn: Matrix Multiply Batch Shapes Transformer - f32 - CPUsvt-av1: Enc Mode 8 - 1080pdav1d: Summer Nature 1080pmrbayes: Primate Phylogeny Analysisastcenc: Mediumonednn: Deconvolution Batch shapes_1d - u8s8f32 - CPUcompress-lz4: 3 - Compression Speedpgbench: 100 - 250 - Read Onlyaom-av1: Speed 6 Realtime - Bosphorus 4Kquantlib: compress-lz4: 3 - Decompression Speedfftw: Float + SSE - 2D FFT Size 4096svt-hevc: 7 - Bosphorus 1080ppgbench: 100 - 250 - Read Only - Average Latencysvt-vp9: Visual Quality Optimized - Bosphorus 1080pwebp: Defaultdav1d: Summer Nature 4Kbotan: ChaCha20Poly1305 - Decryptcoremark: CoreMark Size 666 - Iterations Per Secondonednn: IP Shapes 1D - f32 - CPUavifenc: 6botan: ChaCha20Poly1305financebench: Repo OpenMPsvt-hevc: 1 - Bosphorus 1080pastcenc: Exhaustivegraphics-magick: Sharpenfftw: Float + SSE - 2D FFT Size 1024webp2: Defaultwebp2: Quality 75, Compression Effort 7onednn: Deconvolution Batch shapes_3d - u8s8f32 - CPUencode-mp3: WAV To MP3fftw: Stock - 1D FFT Size 32onednn: IP Shapes 1D - u8s8f32 - CPUbotan: Blowfish - Decryptscimark2: Monte Carloastcenc: Thoroughpgbench: 100 - 100 - Read Onlyavifenc: 0compress-lz4: 9 - Decompression Speedscimark2: Jacobi Successive Over-Relaxationpgbench: 100 - 100 - Read Only - Average Latencyaom-av1: Speed 0 Two-Pass - Bosphorus 1080paom-av1: Speed 0 Two-Pass - Bosphorus 4Konnx: super-resolution-10 - OpenMP CPUonnx: bertsquad-10 - OpenMP CPUviennacl: CPU BLAS - dGEMV-Nviennacl: CPU BLAS - dDOTviennacl: CPU BLAS - dAXPYviennacl: CPU BLAS - dCOPYviennacl: CPU BLAS - sDOTviennacl: CPU BLAS - sAXPYviennacl: CPU BLAS - sCOPYgraphics-magick: Resizingfftw: Float + SSE - 1D FFT Size 1024Clang 12.0Clang 11.048.651.9308.321.221322718.525284.6422.0360665.7202.0850.710124380.05473.0118.87072206.690363.857437678062641.783.28507156494280.227127507321.190597.48195.95674.27593.972315.4094659.338374.03584.229590.1824.62104674682.4559862.082.6444.601570966133.04819933190.62566843334.4311120.848848.40132.82028.1325.2209088.388.7811.474454282.751305.10103.17243100.0410.8219.0167.5671307.49512545.7461080516.046838.112.367971302.703.36126520438.4492.1991.1725860515.8708.99207.00866.664.877.85466.38643.587.10236.924487.433643766667457488.2330.329.2961.6076744.125.17512.1555663000623197789.90.18399046.30948.500.30532811.4442526.8574.00156483333333.3910761198.2230706333333193522.1351596.8671870.313689118.0671244.1189.1164.00580.49194052.07107120917.222653.813911.522797345.300.234372.491.331541.56843.4041785466.2839691.077019.510850.49633246.83723941.0918.9936614362392.739109.5250.7797768.256133331.07507351.284675.136.7647106902247.88413926.51785.500.0940.530.21445649869.181987860443435747121365035083.688.3184.190.8411691872.759205.0651.6054079.3168.8190.594729319.23484.0103.82663957.366399.166836624767738.713.52787145904590.376657029302.405563.24790.52778.41563.200299.2144901.127392.84980.221562.9704.4110004.24895.5589438.679.1494.411638265127.74019153319.34544883464.6031080.819146.88128.58627.2426.0348809.686.0911.821466762.681271.91100.55249430.0400.818.5737.3921277.62500845.8791056416.409937.282.318591276.043.42926011937.7272.2401.1514061615.5999.14203.63465.584.957.97965.43652.747.20240.205481.053596533333463482.0229.949.4081.6266823.825.47212.0156307000616167878.50.18197976.24349.010.30233121.4575726.6173.36157840000033.1410681190.4130513666673174122.0051900.4348960.315522117.3921251.2588.6203.98370.48927852.35106550617.132640.213840.322913346.890.235373.991.336543.43840.6371790837.0100001.080119.536848.23633178.49869841.0119.0255613361812.743109.6360.7791018.250133241.07577351.075674.866.7674106936747.89413927.91785.420.0940.530.21452347151.293310431877462412495203450740OpenBenchmarking.org

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-NNClang 11.0Clang 12.020406080100SE +/- 0.06, N = 15SE +/- 0.05, N = 1283.648.61. (CXX) g++ options: -O3 -march=native -fopenmp=libomp -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMM-TNClang 11.0Clang 12.020406080100SE +/- 0.02, N = 15SE +/- 0.09, N = 1288.351.91. (CXX) g++ options: -O3 -march=native -fopenmp=libomp -rdynamic -lOpenCL

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-bitClang 11.0Clang 12.070140210280350SE +/- 0.48, N = 3SE +/- 0.93, N = 3184.19308.32-lm - MIN: 114.52 / MAX: 310.5MIN: 220.53 / MAX: 490.511. (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: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPUClang 11.0Clang 12.00.27480.54960.82441.09921.374SE +/- 0.000480, N = 3SE +/- 0.018279, N = 40.8411691.221320MIN: 0.82MIN: 1.131. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp=libomp -msse4.1 -fPIC -pie -lpthread -ldl

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: DXT1Clang 11.0Clang 12.06001200180024003000SE +/- 1.69, N = 3SE +/- 2.64, N = 31872.762718.531. (CXX) g++ options: -O3 -march=native -std=c++11 -lpthread

OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: ETC1Clang 11.0Clang 12.060120180240300SE +/- 0.03, N = 3SE +/- 0.11, N = 3205.07284.641. (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: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPUClang 11.0Clang 12.00.45810.91621.37431.83242.2905SE +/- 0.00118, N = 3SE +/- 0.01922, N = 121.605402.03606MIN: 1.55MIN: 1.811. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp=libomp -msse4.1 -fPIC -pie -lpthread -ldl

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-NTClang 11.0Clang 12.020406080100SE +/- 0.03, N = 15SE +/- 0.56, N = 1279.365.71. (CXX) g++ options: -O3 -march=native -fopenmp=libomp -rdynamic -lOpenCL

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: ETC2Clang 11.0Clang 12.04080120160200SE +/- 0.02, N = 3SE +/- 0.02, N = 3168.82202.091. (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: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPUClang 11.0Clang 12.00.15980.31960.47940.63920.799SE +/- 0.008914, N = 3SE +/- 0.011383, N = 30.5947290.710124MIN: 0.53MIN: 0.641. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp=libomp -msse4.1 -fPIC -pie -lpthread -ldl

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: BlowfishClang 11.0Clang 12.080160240320400SE +/- 1.73, N = 3SE +/- 0.05, N = 3319.23380.051. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

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-TTClang 11.0Clang 12.020406080100SE +/- 0.02, N = 14SE +/- 0.07, N = 1284.073.01. (CXX) g++ options: -O3 -march=native -fopenmp=libomp -rdynamic -lOpenCL

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: C2670Clang 11.0Clang 12.0306090120150SE +/- 0.06, N = 3SE +/- 0.53, N = 3103.83118.871. (CC) gcc options: -O3 -march=native -fopenmp -lm -lstdc++ -lfftw3 -lXaw -lXmu -lXt -lXext -lX11 -lSM -lICE

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++ ThreadsClang 11.0Clang 12.015003000450060007500SE +/- 25.04, N = 3SE +/- 30.90, N = 3639572201. (CXX) g++ options: -O3 -march=native -lpthread -lm -lgcc -lgcc_s -lc

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 5Clang 11.0Clang 12.0246810SE +/- 0.022, N = 3SE +/- 0.006, N = 37.3666.6901. (CXX) g++ options: -O3 -march=native -fno-rtti -rdynamic -lpthread -ljpeg -lgif -lwebp -lwebpdemux

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: Fast Fourier TransformClang 11.0Clang 12.090180270360450SE +/- 0.67, N = 3SE +/- 0.46, N = 3399.16363.851. (CC) gcc options: -O3 -march=native -lm

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++ TasksClang 11.0Clang 12.016003200480064008000SE +/- 7.31, N = 3SE +/- 33.67, N = 3683674371. (CXX) g++ options: -O3 -march=native -lpthread -lm -lgcc -lgcc_s -lc

OpenBenchmarking.orgms, Fewer Is BettertoyBrot Fractal Generator 2020-11-18Implementation: TBBClang 11.0Clang 12.015003000450060007500SE +/- 67.11, N = 7SE +/- 87.21, N = 3624767801. (CXX) g++ options: -O3 -march=native -lpthread -lm -lgcc -lgcc_s -lc

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.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMV-TClang 11.0Clang 12.0150300450600750SE +/- 1.41, N = 14SE +/- 4.04, N = 126776261. (CXX) g++ options: -O3 -march=native -fopenmp=libomp -rdynamic -lOpenCL

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 BenchmarkClang 11.0Clang 12.01020304050SE +/- 0.33, N = 3SE +/- 0.12, N = 338.7141.781. (CXX) g++ options: -O3 -march=native -fopenmp -ljpeg -lz -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: IP Shapes 3D - Data Type: f32 - Engine: CPUClang 11.0Clang 12.00.79381.58762.38143.17523.969SE +/- 0.04735, N = 3SE +/- 0.01639, N = 33.527873.28507MIN: 3.29MIN: 3.151. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp=libomp -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 32Clang 11.0Clang 12.03K6K9K12K15KSE +/- 129.55, N = 3SE +/- 48.79, N = 314590156491. (CC) gcc options: -pthread -O3 -march=native -lm

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: Sparse Matrix MultiplyClang 11.0Clang 12.010002000300040005000SE +/- 3.87, N = 3SE +/- 10.41, N = 34590.374280.221. (CC) gcc options: -O3 -march=native -lm

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: RotateClang 11.0Clang 12.0150300450600750SE +/- 1.33, N = 3SE +/- 2.60, N = 36657121. (CC) gcc options: -fopenmp -O3 -march=native -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread

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: OpenMPClang 11.0Clang 12.016003200480064008000SE +/- 20.42, N = 3SE +/- 14.89, N = 3702975071. (CXX) g++ options: -O3 -march=native -lpthread -lm -lgcc -lgcc_s -lc

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 - DecryptClang 11.0Clang 12.070140210280350SE +/- 0.15, N = 3SE +/- 0.16, N = 3302.41321.191. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -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: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPUClang 11.0Clang 12.0130260390520650SE +/- 0.10, N = 3SE +/- 3.02, N = 3563.25597.48MIN: 551.31MIN: 580.81. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp=libomp -msse4.1 -fPIC -pie -lpthread -ldl

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: C7552Clang 11.0Clang 12.020406080100SE +/- 1.37, N = 3SE +/- 1.11, N = 690.5395.961. (CC) gcc options: -O3 -march=native -fopenmp -lm -lstdc++ -lfftw3 -lXaw -lXmu -lXt -lXext -lX11 -lSM -lICE

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 11.0Clang 12.020406080100SE +/- 0.24, N = 3SE +/- 0.17, N = 378.4174.271. (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 Inference - Data Type: f32 - Engine: CPUClang 11.0Clang 12.0130260390520650SE +/- 0.83, N = 3SE +/- 9.50, N = 3563.20593.97MIN: 550.23MIN: 570.441. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp=libomp -msse4.1 -fPIC -pie -lpthread -ldl

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: TwofishClang 11.0Clang 12.070140210280350SE +/- 0.09, N = 3SE +/- 0.13, N = 3299.21315.411. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: AES-256Clang 11.0Clang 12.011002200330044005500SE +/- 2.16, N = 3SE +/- 2.14, N = 34901.134659.341. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -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 100, Lossless CompressionClang 11.0Clang 12.090180270360450SE +/- 0.17, N = 3SE +/- 0.49, N = 3392.85374.041. (CXX) g++ options: -O3 -march=native -fno-rtti -rdynamic -lpthread -ljpeg -lgif -lwebp -lwebpdemux

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: KASUMI - DecryptClang 11.0Clang 12.020406080100SE +/- 0.04, N = 3SE +/- 0.06, N = 380.2284.231. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -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: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPUClang 11.0Clang 12.0130260390520650SE +/- 0.25, N = 3SE +/- 1.89, N = 3562.97590.18MIN: 551.49MIN: 575.411. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp=libomp -msse4.1 -fPIC -pie -lpthread -ldl

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: DistinctUserIDClang 11.0Clang 12.01.03952.0793.11854.1585.1975SE +/- 0.00, N = 3SE +/- 0.00, N = 34.414.621. (CXX) g++ options: -O3 -march=native -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 2048Clang 11.0Clang 12.02K4K6K8K10KSE +/- 28.76, N = 3SE +/- 7.75, N = 310004.210467.01. (CC) gcc options: -pthread -O3 -march=native -lm

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 - DecryptClang 11.0Clang 12.010002000300040005000SE +/- 1.35, N = 3SE +/- 4.78, N = 34895.564682.461. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

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 4096Clang 11.0Clang 12.02K4K6K8K10KSE +/- 15.16, N = 3SE +/- 101.36, N = 39438.69862.01. (CC) gcc options: -pthread -O3 -march=native -lm

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: KASUMIClang 11.0Clang 12.020406080100SE +/- 0.06, N = 3SE +/- 0.01, N = 379.1582.641. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

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: PartialTweetsClang 11.0Clang 12.01.0352.073.1054.145.175SE +/- 0.01, N = 3SE +/- 0.01, N = 34.414.601. (CXX) g++ options: -O3 -march=native -pthread

TSCP

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

OpenBenchmarking.orgNodes Per Second, More Is BetterTSCP 1.81AI Chess PerformanceClang 11.0Clang 12.0400K800K1200K1600K2000KSE +/- 2852.59, N = 5SE +/- 1798.40, N = 5163826515709661. (CC) gcc options: -O3 -march=native

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: CAST-256 - DecryptClang 11.0Clang 12.0306090120150SE +/- 0.01, N = 3SE +/- 0.01, N = 3127.74133.051. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

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: SwirlClang 11.0Clang 12.0400800120016002000SE +/- 12.41, N = 3SE +/- 6.57, N = 3191519931. (CC) gcc options: -fopenmp -O3 -march=native -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread

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: CompositeClang 11.0Clang 12.07001400210028003500SE +/- 15.12, N = 3SE +/- 1.11, N = 33319.343190.621. (CC) gcc options: -O3 -march=native -lm

PostgreSQL pgbench

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

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 250 - Mode: Read WriteClang 11.0Clang 12.012K24K36K48K60KSE +/- 883.12, N = 3SE +/- 702.52, N = 1554488566841. (CC) gcc options: -fno-strict-aliasing -fwrapv -O3 -march=native -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

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 CPUClang 11.0Clang 12.080160240320400SE +/- 1.42, N = 3SE +/- 4.15, N = 43463331. (CXX) g++ options: -O3 -march=native -fopenmp=libomp -ffunction-sections -fdata-sections -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: 250 - Mode: Read Write - Average LatencyClang 11.0Clang 12.01.03572.07143.10714.14285.1785SE +/- 0.074, N = 3SE +/- 0.054, N = 154.6034.4311. (CC) gcc options: -fno-strict-aliasing -fwrapv -O3 -march=native -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

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 CPUClang 11.0Clang 12.0306090120150SE +/- 0.29, N = 3SE +/- 0.50, N = 31081121. (CXX) g++ options: -O3 -march=native -fopenmp=libomp -ffunction-sections -fdata-sections -ldl -lrt

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: LargeRandomClang 11.0Clang 12.00.1890.3780.5670.7560.945SE +/- 0.00, N = 3SE +/- 0.00, N = 30.810.841. (CXX) g++ options: -O3 -march=native -pthread

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: Dense LU Matrix FactorizationClang 11.0Clang 12.02K4K6K8K10KSE +/- 77.81, N = 3SE +/- 7.16, N = 39146.888848.401. (CC) gcc options: -O3 -march=native -lm

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: CAST-256Clang 11.0Clang 12.0306090120150SE +/- 0.02, N = 3SE +/- 0.02, N = 3128.59132.821. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

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 11.0Clang 12.0714212835SE +/- 0.01, N = 3SE +/- 0.03, N = 327.2428.131. (CXX) g++ options: -O3 -march=native -funwind-tables -Xclang -mrelax-all -O2 -fPIE -pie -pthread -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: 6, LosslessClang 11.0Clang 12.0612182430SE +/- 0.22, N = 3SE +/- 0.04, N = 326.0325.221. (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 1024Clang 11.0Clang 12.02K4K6K8K10KSE +/- 45.95, N = 3SE +/- 48.25, N = 38809.69088.31. (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 8 Realtime - Input: Bosphorus 1080pClang 11.0Clang 12.020406080100SE +/- 0.51, N = 3SE +/- 1.07, N = 386.0988.781. (CXX) g++ options: -O3 -march=native -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

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: 1080pClang 11.0Clang 12.03691215SE +/- 0.16, N = 4SE +/- 0.17, N = 311.8211.471. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

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 4096Clang 11.0Clang 12.010K20K30K40K50KSE +/- 413.24, N = 15SE +/- 671.66, N = 1546676454281. (CC) gcc options: -pthread -O3 -march=native -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: KostyaClang 11.0Clang 12.00.61881.23761.85642.47523.094SE +/- 0.00, N = 3SE +/- 0.01, N = 32.682.751. (CXX) g++ 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: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPUClang 11.0Clang 12.030060090012001500SE +/- 9.75, N = 3SE +/- 1.78, N = 31271.911305.10MIN: 1252.33MIN: 1294.761. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp=libomp -msse4.1 -fPIC -pie -lpthread -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 1080pClang 11.0Clang 12.020406080100SE +/- 0.53, N = 3SE +/- 0.31, N = 3100.55103.171. (CXX) g++ options: -O3 -march=native -std=c++11 -U_FORTIFY_SOURCE -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.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 1 - Mode: Read OnlyClang 11.0Clang 12.05K10K15K20K25KSE +/- 289.16, N = 3SE +/- 303.43, N = 324943243101. (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 Only - Average LatencyClang 11.0Clang 12.00.00920.01840.02760.03680.046SE +/- 0.001, N = 3SE +/- 0.001, N = 30.0400.0411. (CC) gcc options: -fno-strict-aliasing -fwrapv -O3 -march=native -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -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: 8Clang 11.0Clang 12.00.18450.3690.55350.7380.9225SE +/- 0.00, N = 3SE +/- 0.00, N = 30.800.821. (CXX) g++ options: -O3 -march=native -funwind-tables -Xclang -mrelax-all -O2 -fPIE -pie -pthread -ldl

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, LosslessClang 11.0Clang 12.0510152025SE +/- 0.13, N = 3SE +/- 0.02, N = 318.5719.021. (CC) gcc options: -fvisibility=hidden -O3 -march=native -pthread -lm -lpng16 -ljpeg

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 EncodeClang 11.0Clang 12.0246810SE +/- 0.002, N = 5SE +/- 0.013, N = 57.3927.5671. (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: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPUClang 11.0Clang 12.030060090012001500SE +/- 7.11, N = 3SE +/- 3.61, N = 31277.621307.49MIN: 1252.39MIN: 1293.381. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp=libomp -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 2048Clang 11.0Clang 12.011K22K33K44K55KSE +/- 582.34, N = 3SE +/- 439.50, N = 350084512541. (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, LosslessClang 11.0Clang 12.01.32282.64563.96845.29126.614SE +/- 0.011, N = 3SE +/- 0.013, N = 35.8795.7461. (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 1024Clang 11.0Clang 12.02K4K6K8K10KSE +/- 35.53, N = 3SE +/- 27.10, N = 310564108051. (CC) gcc options: -pthread -O3 -march=native -lm

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 TimeClang 11.0Clang 12.048121620SE +/- 0.02, N = 3SE +/- 0.06, N = 316.4116.051. (CC) gcc options: -m64 -O3 -fomit-frame-pointer -ffast-math -ltachyon -lm -lpthread

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 4KClang 11.0Clang 12.0918273645SE +/- 0.31, N = 3SE +/- 0.43, N = 337.2838.111. (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: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPUClang 11.0Clang 12.00.53281.06561.59842.13122.664SE +/- 0.02389, N = 3SE +/- 0.02100, N = 32.318592.36797MIN: 1.92MIN: 2.011. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp=libomp -msse4.1 -fPIC -pie -lpthread -ldl

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPUClang 11.0Clang 12.030060090012001500SE +/- 9.46, N = 3SE +/- 3.92, N = 31276.041302.70MIN: 1249.65MIN: 1289.861. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp=libomp -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: 10Clang 11.0Clang 12.00.77151.5432.31453.0863.8575SE +/- 0.010, N = 3SE +/- 0.014, N = 33.4293.3611. (CXX) g++ options: -O3 -fPIC -lm

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-TLSClang 11.0Clang 12.060K120K180K240K300KSE +/- 407.86, N = 3SE +/- 1778.47, N = 32601192652041. (CC) gcc options: -pedantic -O3

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 CompressionClang 11.0Clang 12.0918273645SE +/- 0.08, N = 3SE +/- 0.07, N = 337.7338.451. (CC) gcc options: -fvisibility=hidden -O3 -march=native -pthread -lm -lpng16 -ljpeg

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: Quality 100Clang 11.0Clang 12.00.5041.0081.5122.0162.52SE +/- 0.000, N = 3SE +/- 0.001, N = 32.2402.1991. (CC) gcc options: -fvisibility=hidden -O3 -march=native -pthread -lm -lpng16 -ljpeg

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: u8s8f32 - Engine: CPUClang 11.0Clang 12.00.26380.52760.79141.05521.319SE +/- 0.00653, N = 3SE +/- 0.00458, N = 31.151401.17258MIN: 1.09MIN: 1.121. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp=libomp -msse4.1 -fPIC -pie -lpthread -ldl

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: HWB Color SpaceClang 11.0Clang 12.0130260390520650SE +/- 0.88, N = 3SE +/- 0.67, N = 36166051. (CC) gcc options: -fopenmp -O3 -march=native -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread

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 PixelClang 11.0Clang 12.048121620SE +/- 0.01, N = 3SE +/- 0.02, N = 315.6015.871. (CC) gcc options: -lm -lpthread -O3 -march=native

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 4KClang 11.0Clang 12.03691215SE +/- 0.03, N = 3SE +/- 0.10, N = 39.148.991. (CXX) g++ options: -O3 -march=native -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

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 7Clang 11.0Clang 12.050100150200250SE +/- 0.66, N = 3SE +/- 0.07, N = 3203.63207.011. (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: JPEG - Encode Speed: 5Clang 11.0Clang 12.01530456075SE +/- 0.20, N = 3SE +/- 0.14, N = 365.5866.661. (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 4 Two-Pass - Input: Bosphorus 4KClang 11.0Clang 12.01.11382.22763.34144.45525.569SE +/- 0.07, N = 3SE +/- 0.04, N = 34.954.871. (CXX) g++ options: -O3 -march=native -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

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 FLACClang 11.0Clang 12.0246810SE +/- 0.006, N = 5SE +/- 0.007, N = 57.9797.8541. (CXX) g++ options: -O3 -march=native -logg -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: 7Clang 11.0Clang 12.01530456075SE +/- 0.08, N = 3SE +/- 0.16, N = 365.4366.381. (CXX) g++ options: -O3 -march=native -funwind-tables -Xclang -mrelax-all -O2 -fPIE -pie -pthread -ldl

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 1080pClang 11.0Clang 12.0140280420560700SE +/- 5.55, N = 3SE +/- 3.01, N = 3652.74643.581. (CC) gcc options: -O3 -march=native -fPIE -fPIC -O2 -pie -rdynamic -lpthread -lrt

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 1080pClang 11.0Clang 12.0246810SE +/- 0.01, N = 3SE +/- 0.04, N = 37.207.101. (CXX) g++ options: -O3 -march=native -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

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 1.9Clang 11.0Clang 12.050100150200250SE +/- 0.28, N = 3SE +/- 0.44, N = 3240.21236.921. (CC) gcc options: -O3 -march=native -fvisibility=hidden

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 1080pClang 11.0Clang 12.0110220330440550SE +/- 0.23, N = 3SE +/- 1.37, N = 3481.05487.431. (CC) gcc options: -O3 -fcommon -march=native -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

Liquid-DSP

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

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 128 - Buffer Length: 256 - Filter Length: 57Clang 11.0Clang 12.0800M1600M2400M3200M4000MSE +/- 1559202.08, N = 3SE +/- 883804.91, N = 3359653333336437666671. (CC) gcc options: -O3 -march=native -pthread -lm -lc -lliquid

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-GaussianClang 11.0Clang 12.0100200300400500SE +/- 1.00, N = 34634571. (CC) gcc options: -fopenmp -O3 -march=native -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread

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: PSNR/SSIM Optimized - Input: Bosphorus 1080pClang 11.0Clang 12.0110220330440550SE +/- 1.76, N = 3SE +/- 0.73, N = 3482.02488.231. (CC) gcc options: -O3 -fcommon -march=native -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

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 4KClang 11.0Clang 12.0714212835SE +/- 0.25, N = 3SE +/- 0.23, N = 329.9430.321. (CXX) g++ options: -O3 -march=native -rdynamic -lpthread -lrt -ldl -lnuma

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 TimeClang 11.0Clang 12.03691215SE +/- 0.032, N = 3SE +/- 0.041, N = 39.4089.2961. (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

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 LatencyClang 11.0Clang 12.00.36590.73181.09771.46361.8295SE +/- 0.011, N = 3SE +/- 0.004, N = 31.6261.6071. (CC) gcc options: -fno-strict-aliasing -fwrapv -O3 -march=native -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -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 4096Clang 11.0Clang 12.015003000450060007500SE +/- 60.67, N = 3SE +/- 35.20, N = 36823.86744.11. (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: 2Clang 11.0Clang 12.0612182430SE +/- 0.06, N = 3SE +/- 0.06, N = 325.4725.181. (CXX) g++ options: -O3 -fPIC -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 11.0Clang 12.03691215SE +/- 0.02, N = 3SE +/- 0.05, N = 312.0112.151. (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: 1 - Buffer Length: 256 - Filter Length: 57Clang 11.0Clang 12.012M24M36M48M60MSE +/- 40360.87, N = 3SE +/- 790005.27, N = 356307000556630001. (CC) gcc options: -O3 -march=native -pthread -lm -lc -lliquid

PostgreSQL pgbench

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

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 100 - Mode: Read WriteClang 11.0Clang 12.013K26K39K52K65KSE +/- 400.92, N = 3SE +/- 162.92, N = 361616623191. (CC) gcc options: -fno-strict-aliasing -fwrapv -O3 -march=native -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -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 2048Clang 11.0Clang 12.02K4K6K8K10KSE +/- 27.38, N = 3SE +/- 65.76, N = 37878.57789.91. (CC) gcc options: -pthread -O3 -march=native -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 0 - Input: 1080pClang 11.0Clang 12.00.04120.08240.12360.16480.206SE +/- 0.000, N = 3SE +/- 0.000, N = 30.1810.1831. (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: shufflenet-v2-10 - Device: OpenMP CPUClang 11.0Clang 12.02K4K6K8K10KSE +/- 102.76, N = 8SE +/- 88.25, N = 12979799041. (CXX) g++ options: -O3 -march=native -fopenmp=libomp -ffunction-sections -fdata-sections -ldl -lrt

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 CompressionClang 11.0Clang 12.0246810SE +/- 0.018, N = 3SE +/- 0.004, N = 36.2436.3091. (CC) gcc options: -fvisibility=hidden -O3 -march=native -pthread -lm -lpng16 -ljpeg

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 - Compression SpeedClang 11.0Clang 12.01122334455SE +/- 0.46, N = 3SE +/- 0.42, N = 349.0148.501. (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: 1 - Mode: Read Write - Average LatencyClang 11.0Clang 12.00.06860.13720.20580.27440.343SE +/- 0.002, N = 3SE +/- 0.000, N = 30.3020.3051. (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 WriteClang 11.0Clang 12.07001400210028003500SE +/- 14.62, N = 3SE +/- 3.48, N = 3331232811. (CC) gcc options: -fno-strict-aliasing -fwrapv -O3 -march=native -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -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: CPUClang 11.0Clang 12.00.3280.6560.9841.3121.64SE +/- 0.00568, N = 3SE +/- 0.00123, N = 31.457571.44425MIN: 1.35MIN: 1.341. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp=libomp -msse4.1 -fPIC -pie -lpthread -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 6 Realtime - Input: Bosphorus 1080pClang 11.0Clang 12.0612182430SE +/- 0.13, N = 3SE +/- 0.27, N = 326.6126.851. (CXX) g++ options: -O3 -march=native -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

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 1080pClang 11.0Clang 12.01632486480SE +/- 0.49, N = 3SE +/- 0.49, N = 373.3674.001. (CXX) g++ options: -O3 -march=native -rdynamic -lpthread -lrt -ldl -lnuma

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: 32 - Buffer Length: 256 - Filter Length: 57Clang 11.0Clang 12.0300M600M900M1200M1500MSE +/- 1331665.62, N = 3SE +/- 2255610.29, N = 3157840000015648333331. (CC) gcc options: -O3 -march=native -pthread -lm -lc -lliquid

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 4KClang 11.0Clang 12.0816243240SE +/- 0.22, N = 3SE +/- 0.48, N = 333.1433.391. (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: EnhancedClang 11.0Clang 12.02004006008001000SE +/- 1.86, N = 3106810761. (CC) gcc options: -fopenmp -O3 -march=native -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -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 1080pClang 11.0Clang 12.030060090012001500SE +/- 6.69, N = 3SE +/- 2.95, N = 31190.411198.22-lm - MIN: 685.16 / MAX: 1496.36MIN: 700.24 / MAX: 1494.161. (CC) gcc options: -O3 -march=native -pthread

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: 64 - Buffer Length: 256 - Filter Length: 57Clang 11.0Clang 12.0700M1400M2100M2800M3500MSE +/- 2452436.43, N = 3SE +/- 6045475.81, N = 3305136666730706333331. (CC) gcc options: -O3 -march=native -pthread -lm -lc -lliquid

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 2048Clang 11.0Clang 12.07K14K21K28K35KSE +/- 146.10, N = 3SE +/- 77.17, N = 331741319351. (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 1080pClang 11.0Clang 12.0510152025SE +/- 0.15, N = 3SE +/- 0.05, N = 322.0022.131. (CXX) g++ options: -O3 -march=native -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

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 OpenMPClang 11.0Clang 12.011K22K33K44K55KSE +/- 4.51, N = 3SE +/- 10.95, N = 351900.4351596.871. (CXX) g++ options: -O3 -march=native -fopenmp

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: CPUClang 11.0Clang 12.00.0710.1420.2130.2840.355SE +/- 0.000247, N = 3SE +/- 0.000321, N = 30.3155220.313689MIN: 0.3MIN: 0.31. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp=libomp -msse4.1 -fPIC -pie -lpthread -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 8 - Input: 1080pClang 11.0Clang 12.0306090120150SE +/- 0.46, N = 3SE +/- 0.10, N = 3117.39118.071. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

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 1080pClang 11.0Clang 12.030060090012001500SE +/- 2.13, N = 3SE +/- 7.87, N = 31251.251244.11-lm - MIN: 556.46 / MAX: 1394.06MIN: 549.81 / MAX: 1390.031. (CC) gcc options: -O3 -march=native -pthread

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 AnalysisClang 11.0Clang 12.020406080100SE +/- 0.98, N = 3SE +/- 0.98, N = 388.6289.121. (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

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: MediumClang 11.0Clang 12.00.90131.80262.70393.60524.5065SE +/- 0.0013, N = 3SE +/- 0.0116, N = 33.98374.00581. (CXX) g++ options: -O3 -march=native -flto -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: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPUClang 11.0Clang 12.00.11070.22140.33210.44280.5535SE +/- 0.001652, N = 3SE +/- 0.002843, N = 30.4892780.491940MIN: 0.46MIN: 0.471. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp=libomp -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: 3 - Compression SpeedClang 11.0Clang 12.01224364860SE +/- 0.33, N = 3SE +/- 0.80, N = 352.3552.071. (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.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 250 - Mode: Read OnlyClang 11.0Clang 12.0200K400K600K800K1000KSE +/- 13844.42, N = 3SE +/- 6289.60, N = 3106550610712091. (CC) gcc options: -fno-strict-aliasing -fwrapv -O3 -march=native -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -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 Realtime - Input: Bosphorus 4KClang 11.0Clang 12.048121620SE +/- 0.11, N = 3SE +/- 0.11, N = 317.1317.221. (CXX) g++ options: -O3 -march=native -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

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 1.21Clang 11.0Clang 12.06001200180024003000SE +/- 1.01, N = 3SE +/- 1.92, N = 32640.22653.81. (CXX) g++ options: -O3 -march=native -rdynamic

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 SpeedClang 11.0Clang 12.03K6K9K12K15KSE +/- 15.91, N = 3SE +/- 71.01, N = 313840.313911.51. (CC) gcc options: -O3

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 4096Clang 11.0Clang 12.05K10K15K20K25KSE +/- 220.77, N = 3SE +/- 348.10, N = 922913227971. (CC) gcc options: -pthread -O3 -march=native -lm

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 1080pClang 11.0Clang 12.080160240320400SE +/- 3.43, N = 3SE +/- 1.56, N = 3346.89345.301. (CC) gcc options: -O3 -march=native -fPIE -fPIC -O2 -pie -rdynamic -lpthread -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: 250 - Mode: Read Only - Average LatencyClang 11.0Clang 12.00.05290.10580.15870.21160.2645SE +/- 0.003, N = 3SE +/- 0.001, N = 30.2350.2341. (CC) gcc options: -fno-strict-aliasing -fwrapv -O3 -march=native -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

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 1080pClang 11.0Clang 12.080160240320400SE +/- 1.91, N = 3SE +/- 1.11, N = 3373.99372.491. (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: DefaultClang 11.0Clang 12.00.30060.60120.90181.20241.503SE +/- 0.001, N = 3SE +/- 0.001, N = 31.3361.3311. (CC) gcc options: -fvisibility=hidden -O3 -march=native -pthread -lm -lpng16 -ljpeg

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 4KClang 11.0Clang 12.0120240360480600SE +/- 1.43, N = 3SE +/- 1.79, N = 3543.43541.56-lm - MIN: 256.75 / MAX: 593.99MIN: 252.01 / MAX: 587.531. (CC) gcc options: -O3 -march=native -pthread

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 - DecryptClang 11.0Clang 12.02004006008001000SE +/- 0.16, N = 3SE +/- 4.64, N = 3840.64843.401. (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 SecondClang 11.0Clang 12.0400K800K1200K1600K2000KSE +/- 971.31, N = 3SE +/- 984.68, N = 31790837.011785466.281. (CC) gcc options: -O2 -O3 -march=native -lrt" -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: CPUClang 11.0Clang 12.00.2430.4860.7290.9721.215SE +/- 0.00127, N = 3SE +/- 0.00199, N = 31.080111.07701MIN: 1.03MIN: 1.041. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp=libomp -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: 6Clang 11.0Clang 12.03691215SE +/- 0.022, N = 3SE +/- 0.014, N = 39.5369.5101. (CXX) g++ options: -O3 -fPIC -lm

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: ChaCha20Poly1305Clang 11.0Clang 12.02004006008001000SE +/- 0.62, N = 3SE +/- 4.85, N = 3848.24850.501. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

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 OpenMPClang 11.0Clang 12.07K14K21K28K35KSE +/- 0.81, N = 3SE +/- 64.93, N = 333178.5033246.841. (CXX) g++ options: -O3 -march=native -fopenmp

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 1080pClang 11.0Clang 12.0918273645SE +/- 0.09, N = 3SE +/- 0.17, N = 341.0141.091. (CC) gcc options: -O3 -march=native -fPIE -fPIC -O2 -pie -rdynamic -lpthread -lrt

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: ExhaustiveClang 11.0Clang 12.0510152025SE +/- 0.01, N = 3SE +/- 0.01, N = 319.0318.991. (CXX) g++ options: -O3 -march=native -flto -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: SharpenClang 11.0Clang 12.01302603905206506136141. (CC) gcc options: -fopenmp -O3 -march=native -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -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 1024Clang 11.0Clang 12.08K16K24K32K40KSE +/- 530.09, N = 4SE +/- 165.99, N = 336181362391. (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: DefaultClang 11.0Clang 12.00.61721.23441.85162.46883.086SE +/- 0.031, N = 3SE +/- 0.027, N = 32.7432.7391. (CXX) g++ options: -O3 -march=native -fno-rtti -rdynamic -lpthread -ljpeg -lgif -lwebp -lwebpdemux

OpenBenchmarking.orgSeconds, Fewer Is BetterWebP2 Image Encode 20210126Encode Settings: Quality 75, Compression Effort 7Clang 11.0Clang 12.020406080100SE +/- 0.10, N = 3SE +/- 0.10, N = 3109.64109.531. (CXX) g++ options: -O3 -march=native -fno-rtti -rdynamic -lpthread -ljpeg -lgif -lwebp -lwebpdemux

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: u8s8f32 - Engine: CPUClang 11.0Clang 12.00.17540.35080.52620.70160.877SE +/- 0.001200, N = 3SE +/- 0.004246, N = 30.7791010.779776MIN: 0.73MIN: 0.731. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp=libomp -msse4.1 -fPIC -pie -lpthread -ldl

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 MP3Clang 11.0Clang 12.0246810SE +/- 0.021, N = 3SE +/- 0.003, N = 38.2508.2561. (CC) gcc options: -O3 -pipe -march=native -lncurses -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 32Clang 11.0Clang 12.03K6K9K12K15KSE +/- 20.33, N = 3SE +/- 24.25, N = 313324133331. (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: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPUClang 11.0Clang 12.00.2420.4840.7260.9681.21SE +/- 0.00395, N = 3SE +/- 0.00286, N = 31.075771.07507MIN: 0.86MIN: 0.871. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp=libomp -msse4.1 -fPIC -pie -lpthread -ldl

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: Blowfish - DecryptClang 11.0Clang 12.080160240320400SE +/- 2.03, N = 3SE +/- 0.04, N = 3351.08351.281. (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: Monte CarloClang 11.0Clang 12.0150300450600750SE +/- 0.40, N = 3SE +/- 0.40, N = 3674.86675.131. (CC) gcc options: -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: ThoroughClang 11.0Clang 12.0246810SE +/- 0.0026, N = 3SE +/- 0.0028, N = 36.76746.76471. (CXX) g++ options: -O3 -march=native -flto -pthread

PostgreSQL pgbench

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

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 100 - Mode: Read OnlyClang 11.0Clang 12.0200K400K600K800K1000KSE +/- 1740.88, N = 3SE +/- 720.87, N = 3106936710690221. (CC) gcc options: -fno-strict-aliasing -fwrapv -O3 -march=native -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -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: 0Clang 11.0Clang 12.01122334455SE +/- 0.07, N = 3SE +/- 0.04, N = 347.8947.881. (CXX) g++ options: -O3 -fPIC -lm

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 SpeedClang 11.0Clang 12.03K6K9K12K15KSE +/- 23.21, N = 3SE +/- 65.90, N = 313927.913926.51. (CC) gcc options: -O3

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-RelaxationClang 11.0Clang 12.0400800120016002000SE +/- 0.12, N = 3SE +/- 0.08, N = 31785.421785.501. (CC) gcc options: -O3 -march=native -lm

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 Only - Average LatencyClang 11.0Clang 12.00.02120.04240.06360.08480.106SE +/- 0.000, N = 3SE +/- 0.000, N = 30.0940.0941. (CC) gcc options: -fno-strict-aliasing -fwrapv -O3 -march=native -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -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 0 Two-Pass - Input: Bosphorus 1080pClang 11.0Clang 12.00.11930.23860.35790.47720.5965SE +/- 0.00, N = 3SE +/- 0.00, N = 30.530.531. (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 4KClang 11.0Clang 12.00.04730.09460.14190.18920.2365SE +/- 0.00, N = 3SE +/- 0.00, N = 30.210.211. (CXX) g++ options: -O3 -march=native -std=c++11 -U_FORTIFY_SOURCE -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: super-resolution-10 - Device: OpenMP CPUClang 11.0Clang 12.010002000300040005000SE +/- 169.87, N = 9SE +/- 126.29, N = 12452344561. (CXX) g++ options: -O3 -march=native -fopenmp=libomp -ffunction-sections -fdata-sections -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: bertsquad-10 - Device: OpenMP CPUClang 11.0Clang 12.0110220330440550SE +/- 5.55, N = 3SE +/- 10.30, N = 124714981. (CXX) g++ options: -O3 -march=native -fopenmp=libomp -ffunction-sections -fdata-sections -ldl -lrt

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.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMV-NClang 11.0Clang 12.01530456075SE +/- 3.65, N = 15SE +/- 2.22, N = 1251.269.11. (CXX) g++ options: -O3 -march=native -fopenmp=libomp -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dDOTClang 11.0Clang 12.02004006008001000SE +/- 1.49, N = 15SE +/- 17.06, N = 129338191. (CXX) g++ options: -O3 -march=native -fopenmp=libomp -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dAXPYClang 11.0Clang 12.02004006008001000SE +/- 1.59, N = 15SE +/- 20.06, N = 1210438781. (CXX) g++ options: -O3 -march=native -fopenmp=libomp -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dCOPYClang 11.0Clang 12.0400800120016002000SE +/- 8.32, N = 15SE +/- 15.32, N = 1118776041. (CXX) g++ options: -O3 -march=native -fopenmp=libomp -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - sDOTClang 11.0Clang 12.0100200300400500SE +/- 38.96, N = 15SE +/- 35.24, N = 124624341. (CXX) g++ options: -O3 -march=native -fopenmp=libomp -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - sAXPYClang 11.0Clang 12.090180270360450SE +/- 34.43, N = 15SE +/- 15.69, N = 124123571. (CXX) g++ options: -O3 -march=native -fopenmp=libomp -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - sCOPYClang 11.0Clang 12.0110220330440550SE +/- 36.50, N = 15SE +/- 15.30, N = 124954711. (CXX) g++ options: -O3 -march=native -fopenmp=libomp -rdynamic -lOpenCL

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: ResizingClang 11.0Clang 12.05001000150020002500SE +/- 27.29, N = 3SE +/- 41.63, N = 12203421361. (CC) gcc options: -fopenmp -O3 -march=native -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -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 1024Clang 11.0Clang 12.011K22K33K44K55KSE +/- 585.78, N = 3SE +/- 952.64, N = 1250740503501. (CC) gcc options: -pthread -O3 -march=native -lm

174 Results Shown

ViennaCL:
  CPU BLAS - dGEMM-NN
  CPU BLAS - dGEMM-TN
dav1d
oneDNN
Etcpak:
  DXT1
  ETC1
oneDNN
ViennaCL
Etcpak
oneDNN
Botan
ViennaCL
Ngspice
toyBrot Fractal Generator
WebP2 Image Encode
SciMark
toyBrot Fractal Generator:
  C++ Tasks
  TBB
ViennaCL
LibRaw
oneDNN
FFTW
SciMark
GraphicsMagick
toyBrot Fractal Generator
Botan
oneDNN
Ngspice
JPEG XL
oneDNN
Botan:
  Twofish
  AES-256
WebP2 Image Encode
Botan
oneDNN
simdjson
FFTW
Botan
FFTW
Botan
simdjson
TSCP
Botan
GraphicsMagick
SciMark
PostgreSQL pgbench
ONNX Runtime
PostgreSQL pgbench
ONNX Runtime
simdjson
SciMark
Botan
JPEG XL
libavif avifenc
FFTW
AOM AV1
SVT-AV1
FFTW
simdjson
oneDNN
AOM AV1
PostgreSQL pgbench:
  100 - 1 - Read Only
  100 - 1 - Read Only - Average Latency
JPEG XL
WebP Image Encode
Opus Codec Encoding
oneDNN
FFTW
libavif avifenc
FFTW
Tachyon
AOM AV1
oneDNN:
  Deconvolution Batch shapes_3d - f32 - CPU
  Recurrent Neural Network Training - f32 - CPU
libavif avifenc
SecureMark
WebP Image Encode:
  Quality 100, Lossless, Highest Compression
  Quality 100
oneDNN
GraphicsMagick
C-Ray
AOM AV1
WebP2 Image Encode
JPEG XL
AOM AV1
FLAC Audio Encoding
JPEG XL
SVT-HEVC
AOM AV1
Gcrypt Library
SVT-VP9
Liquid-DSP
GraphicsMagick
SVT-VP9
x265
POV-Ray
PostgreSQL pgbench
FFTW
libavif avifenc
JPEG XL
Liquid-DSP
PostgreSQL pgbench
FFTW
SVT-AV1
ONNX Runtime
WebP Image Encode
LZ4 Compression
PostgreSQL pgbench:
  100 - 1 - Read Write - Average Latency
  100 - 1 - Read Write
oneDNN
AOM AV1
x265
Liquid-DSP
AOM AV1
GraphicsMagick
dav1d
Liquid-DSP
FFTW
AOM AV1
FinanceBench
oneDNN
SVT-AV1
dav1d
Timed MrBayes Analysis
ASTC Encoder
oneDNN
LZ4 Compression
PostgreSQL pgbench
AOM AV1
QuantLib
LZ4 Compression
FFTW
SVT-HEVC
PostgreSQL pgbench
SVT-VP9
WebP Image Encode
dav1d
Botan
Coremark
oneDNN
libavif avifenc
Botan
FinanceBench
SVT-HEVC
ASTC Encoder
GraphicsMagick
FFTW
WebP2 Image Encode:
  Default
  Quality 75, Compression Effort 7
oneDNN
LAME MP3 Encoding
FFTW
oneDNN
Botan
SciMark
ASTC Encoder
PostgreSQL pgbench
libavif avifenc
LZ4 Compression
SciMark
PostgreSQL pgbench
AOM AV1:
  Speed 0 Two-Pass - Bosphorus 1080p
  Speed 0 Two-Pass - Bosphorus 4K
ONNX Runtime:
  super-resolution-10 - OpenMP CPU
  bertsquad-10 - OpenMP CPU
ViennaCL:
  CPU BLAS - dGEMV-N
  CPU BLAS - dDOT
  CPU BLAS - dAXPY
  CPU BLAS - dCOPY
  CPU BLAS - sDOT
  CPU BLAS - sAXPY
  CPU BLAS - sCOPY
GraphicsMagick
FFTW