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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Audio Encoding 3 Tests
AV1 4 Tests
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C/C++ Compiler Tests 16 Tests
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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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Clang 12.0

Processor: AMD EPYC 7763 64-Core @ 2.45GHz (64 Cores / 128 Threads), Motherboard: Supermicro H12SSL-i v1.01 (2.0 BIOS), Chipset: AMD Starship/Matisse, Memory: 126GB, Disk: 3841GB Micron_9300_MTFDHAL3T8TDP, Graphics: ASPEED, Network: 2 x Broadcom NetXtreme BCM5720 2-port PCIe

OS: Ubuntu 20.04, Kernel: 5.12.0-051200rc6daily20210408-generic (x86_64) 20210407, Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Compiler: Clang 12.0.0-++20210409092622+fa0971b87fb2-1~exp1~20210409193326.73, File-System: ext4, Screen Resolution: 1024x768

Kernel Notes: Transparent Huge Pages: madvise
Environment Notes: CXXFLAGS="-O3 -march=native" CFLAGS="-O3 -march=native"
Processor Notes: Scaling Governor: acpi-cpufreq ondemand (Boost: Enabled) - CPU Microcode: 0xa001119
Python Notes: Python 3.8.2
Security Notes: 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 11.0

OS: Ubuntu 20.04, Kernel: 5.12.0-051200rc6daily20210408-generic (x86_64) 20210407, Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Compiler: Clang 11.0.0-2~ubuntu20.04.1, File-System: ext4, Screen Resolution: 1024x768

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 OnlyPNG - 82.5%100 - 1 - Read Only - Average LatencyQ.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 pgbenchJPEG XLPostgreSQL pgbenchWebP Image EncodeOpus Codec EncodingoneDNNFFTWlibavif avifencFFTWTachyonAOM AV1oneDNNoneDNNlibavif avifencSecureMarkClang 12.0Clang 11.0

EPYC 7763 LLVM Clang Compiler Testsfftw: Float + SSE - 2D FFT Size 4096onnx: super-resolution-10 - OpenMP CPUonnx: shufflenet-v2-10 - OpenMP CPUwebp2: Quality 100, Lossless Compressionjpegxl: PNG - 8onnx: bertsquad-10 - OpenMP CPUsecuremark: SecureMark-TLSgcrypt: webp2: Quality 95, Compression Effort 7fftw: Stock - 2D FFT Size 4096graphics-magick: Resizingaom-av1: Speed 4 Two-Pass - Bosphorus 4Kngspice: C7552onnx: yolov4 - OpenMP CPUonnx: fcn-resnet101-11 - OpenMP CPUsvt-av1: Enc Mode 0 - 1080pngspice: C2670webp2: Quality 75, Compression Effort 7viennacl: CPU BLAS - dGEMM-TTviennacl: CPU BLAS - dGEMM-TNviennacl: CPU BLAS - dGEMM-NTviennacl: CPU BLAS - dGEMM-NNviennacl: CPU BLAS - dGEMV-Tviennacl: CPU BLAS - dGEMV-Nviennacl: CPU BLAS - dDOTviennacl: CPU BLAS - dAXPYviennacl: CPU BLAS - dCOPYviennacl: CPU BLAS - sDOTviennacl: CPU BLAS - sAXPYviennacl: CPU BLAS - sCOPYpgbench: 100 - 250 - Read Write - Average Latencypgbench: 100 - 250 - Read Writeaom-av1: Speed 4 Two-Pass - Bosphorus 1080paom-av1: Speed 0 Two-Pass - Bosphorus 4Kfftw: Float + SSE - 2D FFT Size 2048jpegxl: PNG - 7aom-av1: Speed 6 Two-Pass - Bosphorus 4Kmrbayes: Primate Phylogeny Analysisonednn: Recurrent Neural Network Training - u8s8f32 - CPUonednn: Recurrent Neural Network Training - bf16bf16bf16 - CPUonednn: Recurrent Neural Network Training - f32 - CPUonednn: Recurrent Neural Network Inference - f32 - CPUonednn: Recurrent Neural Network Inference - u8s8f32 - CPUonednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPUsimdjson: DistinctUserIDsimdjson: PartialTweetscompress-lz4: 9 - Decompression Speedcompress-lz4: 9 - Compression Speedcompress-lz4: 3 - Decompression Speedcompress-lz4: 3 - Compression Speedsimdjson: Kostyagraphics-magick: Noise-Gaussiangraphics-magick: Sharpengraphics-magick: Rotategraphics-magick: Enhancedgraphics-magick: HWB Color Spacegraphics-magick: Swirldav1d: Chimera 1080p 10-bitfinancebench: Bonds OpenMPsimdjson: LargeRandavifenc: 0fftw: Stock - 2D FFT Size 2048aom-av1: Speed 6 Two-Pass - Bosphorus 1080pfinancebench: Repo OpenMPaom-av1: Speed 0 Two-Pass - Bosphorus 1080pwebp: Quality 100, Lossless, Highest Compressionaom-av1: Speed 6 Realtime - Bosphorus 4Kbotan: AES-256 - Decryptbotan: AES-256fftw: Float + SSE - 1D FFT Size 4096pgbench: 100 - 1 - Read Only - Average Latencypgbench: 100 - 1 - Read Onlypgbench: 100 - 100 - Read Write - Average Latencypgbench: 100 - 100 - Read Writepgbench: 100 - 100 - Read Only - Average Latencypgbench: 100 - 100 - Read Onlypgbench: 100 - 250 - Read Only - Average Latencypgbench: 100 - 250 - Read Onlypgbench: 100 - 1 - Read Write - Average Latencypgbench: 100 - 1 - Read Writecoremark: CoreMark Size 666 - Iterations Per Secondbotan: ChaCha20Poly1305 - Decryptbotan: ChaCha20Poly1305libraw: Post-Processing Benchmarkbotan: Blowfish - Decryptbotan: Blowfishbotan: Twofish - Decryptbotan: Twofishquantlib: botan: CAST-256 - Decryptbotan: CAST-256botan: KASUMI - Decryptbotan: KASUMIscimark2: Compositefftw: Float + SSE - 2D FFT Size 1024etcpak: ETC2avifenc: 6, Losslessavifenc: 2astcenc: Exhaustiveaom-av1: Speed 6 Realtime - Bosphorus 1080ponednn: Deconvolution Batch shapes_1d - f32 - CPUonednn: Deconvolution Batch shapes_1d - u8s8f32 - CPUetcpak: ETC1jpegxl: JPEG - 5x265: Bosphorus 4Kliquid-dsp: 128 - 256 - 57liquid-dsp: 64 - 256 - 57liquid-dsp: 32 - 256 - 57liquid-dsp: 1 - 256 - 57webp: Quality 100, Losslessaom-av1: Speed 8 Realtime - Bosphorus 4Kjpegxl: PNG - 5aom-av1: Speed 9 Realtime - Bosphorus 4Kjpegxl: JPEG - 7tachyon: Total Timec-ray: Total Time - 4K, 16 Rays Per Pixelonednn: Convolution Batch Shapes Auto - u8s8f32 - CPUsvt-hevc: 1 - Bosphorus 1080ponednn: IP Shapes 1D - f32 - CPUonednn: IP Shapes 1D - u8s8f32 - CPUsvt-av1: Enc Mode 4 - 1080pencode-flac: WAV To FLACfftw: Float + SSE - 1D FFT Size 1024encode-opus: WAV To Opus Encodeonednn: Matrix Multiply Batch Shapes Transformer - f32 - CPUonednn: Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPUpovray: Trace Timefftw: Stock - 2D FFT Size 1024toybrot: TBBjpegxl: JPEG - 8avifenc: 6dav1d: Chimera 1080ponednn: IP Shapes 3D - f32 - CPUonednn: IP Shapes 3D - u8s8f32 - CPUx265: Bosphorus 1080pencode-mp3: WAV To MP3onednn: Convolution Batch Shapes Auto - f32 - CPUtoybrot: OpenMPsvt-av1: Enc Mode 8 - 1080pwebp2: Quality 100, Compression Effort 5toybrot: C++ Tasksaom-av1: Speed 8 Realtime - Bosphorus 1080pdav1d: Summer Nature 4Ktoybrot: C++ Threadsastcenc: Thoroughfftw: Float + SSE - 1D FFT Size 2048webp: Quality 100, Highest Compressionaom-av1: Speed 9 Realtime - Bosphorus 1080pavifenc: 10, Losslessfftw: Stock - 1D FFT Size 4096fftw: Stock - 1D FFT Size 1024astcenc: Mediumfftw: Stock - 1D FFT Size 2048avifenc: 10fftw: Stock - 1D FFT Size 32onednn: Deconvolution Batch shapes_3d - f32 - CPUonednn: Deconvolution Batch shapes_3d - u8s8f32 - CPUwebp2: Defaultdav1d: Summer Nature 1080pfftw: Float + SSE - 1D FFT Size 32svt-vp9: Visual Quality Optimized - Bosphorus 1080petcpak: DXT1webp: Quality 100svt-hevc: 7 - Bosphorus 1080psvt-vp9: VMAF Optimized - Bosphorus 1080psvt-vp9: PSNR/SSIM Optimized - Bosphorus 1080ptscp: AI Chess Performancewebp: Defaultsvt-hevc: 10 - Bosphorus 1080pscimark2: Jacobi Successive Over-Relaxationscimark2: Dense LU Matrix Factorizationscimark2: Sparse Matrix Multiplyscimark2: Fast Fourier Transformscimark2: Monte CarloClang 12.0Clang 11.02279744569904374.0350.82498265204236.924207.0086744.121364.8795.9563331120.183118.870109.52573.051.965.748.662669.18198786044343574714.431566847.100.213193512.158.9989.1161307.491305.101302.70593.972590.182597.4814.624.6013926.548.5013911.552.072.7545761471210766051993308.3251596.8671870.8447.8847789.922.1333246.8372390.5338.44917.224682.4554659.338454280.041243101.607623190.09410690220.23410712090.30532811785466.283969843.404850.49641.78351.284380.054321.190315.4092653.8133.048132.82084.22982.6443190.6236239202.08525.22025.17518.993626.851.444250.491940284.64266.6630.323643766667307063333315648333335566300019.01633.3974.2738.1166.3816.046815.8702.0360641.091.077011.0750711.4747.854503507.5670.3136891.172589.2969088.3678028.139.5101198.223.285070.71012474.008.2561.221327507118.0676.690743788.78541.5672206.7647512546.309103.175.7469862.0108054.0058104673.361133332.367970.7797762.7391244.1115649372.492718.5252.199345.30487.43488.2315709661.331643.581785.508848.404280.22363.85675.132291345239797392.8490.8471260119240.205203.6346823.820344.9590.5273461080.181103.826109.63684.088.379.383.667751.2933104318774624124954.603544887.200.213174112.019.1488.6201277.621271.911276.04563.200562.970563.2474.414.4113927.949.0113840.352.352.6846361366510686161915184.1951900.4348960.8147.8947878.522.0033178.4986980.5337.72717.134895.5584901.127466760.040249431.626616160.09410693670.23510655060.30233121790837.010000840.637848.23638.71351.075319.234302.405299.2142640.2127.740128.58680.22179.1493319.3436181168.81926.03425.47219.025526.611.457570.489278205.06565.5829.943596533333305136666715784000005630700018.57333.1478.4137.2865.4316.409915.5991.6054041.011.080111.0757711.8217.979507407.3920.3155221.151409.4088809.6624727.249.5361190.413.527870.59472973.368.2500.8411697029117.3927.366683686.09543.4363956.7674500846.243100.555.8799438.6105643.983710004.23.429133242.318590.7791012.7431251.2514590373.991872.7592.240346.89481.05482.0216382651.336652.741785.429146.884590.37399.16674.86OpenBenchmarking.org

FFTW

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

OpenBenchmarking.orgMflops, More Is BetterFFTW 3.3.6Build: Float + SSE - Size: 2D FFT Size 4096Clang 12.0Clang 11.05K10K15K20K25KSE +/- 348.10, N = 9SE +/- 220.77, N = 322797229131. (CC) gcc options: -pthread -O3 -march=native -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: super-resolution-10 - Device: OpenMP CPUClang 12.0Clang 11.010002000300040005000SE +/- 126.29, N = 12SE +/- 169.87, N = 9445645231. (CXX) g++ options: -O3 -march=native -fopenmp=libomp -ffunction-sections -fdata-sections -ldl -lrt

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

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

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

ONNX Runtime

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

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: bertsquad-10 - Device: OpenMP 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

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

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

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 12.0Clang 11.050100150200250SE +/- 0.07, N = 3SE +/- 0.66, N = 3207.01203.631. (CXX) g++ options: -O3 -march=native -fno-rtti -rdynamic -lpthread -ljpeg -lgif -lwebp -lwebpdemux

FFTW

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

OpenBenchmarking.orgMflops, More Is BetterFFTW 3.3.6Build: Stock - Size: 2D FFT Size 4096Clang 12.0Clang 11.015003000450060007500SE +/- 35.20, N = 3SE +/- 60.67, N = 36744.16823.81. (CC) gcc options: -pthread -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: 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

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 12.0Clang 11.01.11382.22763.34144.45525.569SE +/- 0.04, N = 3SE +/- 0.07, N = 34.874.951. (CXX) g++ options: -O3 -march=native -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

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 12.0Clang 11.020406080100SE +/- 1.11, N = 6SE +/- 1.37, N = 395.9690.531. (CC) gcc options: -O3 -march=native -fopenmp -lm -lstdc++ -lfftw3 -lXaw -lXmu -lXt -lXext -lX11 -lSM -lICE

ONNX Runtime

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

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.6Model: yolov4 - Device: OpenMP CPUClang 12.0Clang 11.080160240320400SE +/- 4.15, N = 4SE +/- 1.42, N = 33333461. (CXX) g++ options: -O3 -march=native -fopenmp=libomp -ffunction-sections -fdata-sections -ldl -lrt

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

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

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 12.0Clang 11.0306090120150SE +/- 0.53, N = 3SE +/- 0.06, N = 3118.87103.831. (CC) gcc options: -O3 -march=native -fopenmp -lm -lstdc++ -lfftw3 -lXaw -lXmu -lXt -lXext -lX11 -lSM -lICE

WebP2 Image Encode

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

OpenBenchmarking.orgSeconds, Fewer Is BetterWebP2 Image Encode 20210126Encode Settings: Quality 75, Compression Effort 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

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 12.0Clang 11.020406080100SE +/- 0.07, N = 12SE +/- 0.02, N = 1473.084.01. (CXX) g++ options: -O3 -march=native -fopenmp=libomp -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMM-TNClang 12.0Clang 11.020406080100SE +/- 0.09, N = 12SE +/- 0.02, N = 1551.988.31. (CXX) g++ options: -O3 -march=native -fopenmp=libomp -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMM-NTClang 12.0Clang 11.020406080100SE +/- 0.56, N = 12SE +/- 0.03, N = 1565.779.31. (CXX) g++ options: -O3 -march=native -fopenmp=libomp -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMM-NNClang 12.0Clang 11.020406080100SE +/- 0.05, N = 12SE +/- 0.06, N = 1548.683.61. (CXX) g++ options: -O3 -march=native -fopenmp=libomp -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMV-TClang 12.0Clang 11.0150300450600750SE +/- 4.04, N = 12SE +/- 1.41, N = 146266771. (CXX) g++ options: -O3 -march=native -fopenmp=libomp -rdynamic -lOpenCL

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 12.0Clang 11.02004006008001000SE +/- 17.06, N = 12SE +/- 1.49, N = 158199331. (CXX) g++ options: -O3 -march=native -fopenmp=libomp -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dAXPYClang 12.0Clang 11.02004006008001000SE +/- 20.06, N = 12SE +/- 1.59, N = 1587810431. (CXX) g++ options: -O3 -march=native -fopenmp=libomp -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dCOPYClang 12.0Clang 11.0400800120016002000SE +/- 15.32, N = 11SE +/- 8.32, N = 1560418771. (CXX) g++ options: -O3 -march=native -fopenmp=libomp -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - sDOTClang 12.0Clang 11.0100200300400500SE +/- 35.24, N = 12SE +/- 38.96, N = 154344621. (CXX) g++ options: -O3 -march=native -fopenmp=libomp -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - sAXPYClang 12.0Clang 11.090180270360450SE +/- 15.69, N = 12SE +/- 34.43, N = 153574121. (CXX) g++ options: -O3 -march=native -fopenmp=libomp -rdynamic -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - sCOPYClang 12.0Clang 11.0110220330440550SE +/- 15.30, N = 12SE +/- 36.50, N = 154714951. (CXX) g++ options: -O3 -march=native -fopenmp=libomp -rdynamic -lOpenCL

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

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

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 12.0Clang 11.0246810SE +/- 0.04, N = 3SE +/- 0.01, N = 37.107.201. (CXX) g++ options: -O3 -march=native -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.0Encoder Mode: Speed 0 Two-Pass - Input: Bosphorus 4KClang 12.0Clang 11.00.04730.09460.14190.18920.2365SE +/- 0.00, N = 3SE +/- 0.00, N = 30.210.211. (CXX) g++ options: -O3 -march=native -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

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

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

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 12.0Clang 11.03691215SE +/- 0.10, N = 3SE +/- 0.03, N = 38.999.141. (CXX) g++ options: -O3 -march=native -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

Timed MrBayes Analysis

This test performs a bayesian analysis of a set of primate genome sequences in order to estimate their phylogeny. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed MrBayes Analysis 3.2.7Primate Phylogeny AnalysisClang 12.0Clang 11.020406080100SE +/- 0.98, N = 3SE +/- 0.98, N = 389.1288.621. (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

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 12.0Clang 11.030060090012001500SE +/- 3.61, N = 3SE +/- 7.11, N = 31307.491277.62MIN: 1293.38MIN: 1252.391. (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: bf16bf16bf16 - Engine: CPUClang 12.0Clang 11.030060090012001500SE +/- 1.78, N = 3SE +/- 9.75, N = 31305.101271.91MIN: 1294.76MIN: 1252.331. (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 12.0Clang 11.030060090012001500SE +/- 3.92, N = 3SE +/- 9.46, N = 31302.701276.04MIN: 1289.86MIN: 1249.651. (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 Inference - Data Type: f32 - Engine: CPUClang 12.0Clang 11.0130260390520650SE +/- 9.50, N = 3SE +/- 0.83, N = 3593.97563.20MIN: 570.44MIN: 550.231. (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 Inference - Data Type: u8s8f32 - Engine: CPUClang 12.0Clang 11.0130260390520650SE +/- 1.89, N = 3SE +/- 0.25, N = 3590.18562.97MIN: 575.41MIN: 551.491. (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 Inference - Data Type: bf16bf16bf16 - Engine: CPUClang 12.0Clang 11.0130260390520650SE +/- 3.02, N = 3SE +/- 0.10, N = 3597.48563.25MIN: 580.8MIN: 551.311. (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

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

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 12.0Clang 11.03K6K9K12K15KSE +/- 65.90, N = 3SE +/- 23.21, N = 313926.513927.91. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 9 - Compression SpeedClang 12.0Clang 11.01122334455SE +/- 0.42, N = 3SE +/- 0.46, N = 348.5049.011. (CC) gcc options: -O3

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

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.3Compression Level: 3 - Compression SpeedClang 12.0Clang 11.01224364860SE +/- 0.80, N = 3SE +/- 0.33, N = 352.0752.351. (CC) gcc options: -O3

simdjson

This is a benchmark of SIMDJSON, a high performance JSON parser. SIMDJSON aims to be the fastest JSON parser and is used by projects like Microsoft FishStore, Yandex ClickHouse, Shopify, and others. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 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

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 12.0Clang 11.0100200300400500SE +/- 1.00, N = 34574631. (CC) gcc options: -fopenmp -O3 -march=native -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: 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

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

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

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: HWB Color SpaceClang 12.0Clang 11.0130260390520650SE +/- 0.67, N = 3SE +/- 0.88, N = 36056161. (CC) gcc options: -fopenmp -O3 -march=native -pthread -ljbig -lwebp -lwebpmux -ltiff -lfreetype -ljpeg -lXext -lSM -lICE -lX11 -llzma -lbz2 -lxml2 -lz -lm -lpthread

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.33Operation: 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

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

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

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

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

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 12.0Clang 11.02K4K6K8K10KSE +/- 65.76, N = 3SE +/- 27.38, N = 37789.97878.51. (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: Repo OpenMPClang 12.0Clang 11.07K14K21K28K35KSE +/- 64.93, N = 3SE +/- 0.81, N = 333246.8433178.501. (CXX) g++ options: -O3 -march=native -fopenmp

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 12.0Clang 11.00.11930.23860.35790.47720.5965SE +/- 0.00, N = 3SE +/- 0.00, N = 30.530.531. (CXX) g++ options: -O3 -march=native -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread

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 12.0Clang 11.0918273645SE +/- 0.07, N = 3SE +/- 0.08, N = 338.4537.731. (CC) gcc options: -fvisibility=hidden -O3 -march=native -pthread -lm -lpng16 -ljpeg

AOM AV1

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

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.0Encoder Mode: Speed 6 Realtime - Input: Bosphorus 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

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 12.0Clang 11.010002000300040005000SE +/- 4.78, N = 3SE +/- 1.35, N = 34682.464895.561. (CXX) g++ options: -fstack-protector -m64 -pthread -lbotan-2 -ldl -lrt

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: AES-256Clang 12.0Clang 11.011002200330044005500SE +/- 2.14, N = 3SE +/- 2.16, N = 34659.344901.131. (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: Float + SSE - Size: 1D FFT Size 4096Clang 12.0Clang 11.010K20K30K40K50KSE +/- 671.66, N = 15SE +/- 413.24, N = 1545428466761. (CC) gcc options: -pthread -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: 1 - Mode: Read Only - Average LatencyClang 12.0Clang 11.00.00920.01840.02760.03680.046SE +/- 0.001, N = 3SE +/- 0.001, N = 30.0410.0401. (CC) gcc options: -fno-strict-aliasing -fwrapv -O3 -march=native -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 1 - Mode: Read OnlyClang 12.0Clang 11.05K10K15K20K25KSE +/- 303.43, N = 3SE +/- 289.16, N = 324310249431. (CC) gcc options: -fno-strict-aliasing -fwrapv -O3 -march=native -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 100 - Mode: Read 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

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

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

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 100 - Mode: Read OnlyClang 12.0Clang 11.0200K400K600K800K1000KSE +/- 720.87, N = 3SE +/- 1740.88, N = 3106902210693671. (CC) gcc options: -fno-strict-aliasing -fwrapv -O3 -march=native -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average 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

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

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 1 - Mode: Read Write - Average LatencyClang 12.0Clang 11.00.06860.13720.20580.27440.343SE +/- 0.000, N = 3SE +/- 0.002, N = 30.3050.3021. (CC) gcc options: -fno-strict-aliasing -fwrapv -O3 -march=native -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 1 - Mode: Read WriteClang 12.0Clang 11.07001400210028003500SE +/- 3.48, N = 3SE +/- 14.62, N = 3328133121. (CC) gcc options: -fno-strict-aliasing -fwrapv -O3 -march=native -lpgcommon -lpgport -lpq -lpthread -lrt -ldl -lm

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 12.0Clang 11.0400K800K1200K1600K2000KSE +/- 984.68, N = 3SE +/- 971.31, N = 31785466.281790837.011. (CC) gcc options: -O2 -O3 -march=native -lrt" -lrt

Botan

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

OpenBenchmarking.orgMiB/s, More Is BetterBotan 2.17.3Test: 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

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

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

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

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

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

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

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

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

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

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

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

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 12.0Clang 11.07001400210028003500SE +/- 1.11, N = 3SE +/- 15.12, N = 33190.623319.341. (CC) gcc options: -O3 -march=native -lm

FFTW

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

OpenBenchmarking.orgMflops, More Is BetterFFTW 3.3.6Build: Float + SSE - Size: 2D FFT Size 1024Clang 11.0Clang 12.08K16K24K32K40KSE +/- 530.09, N = 4SE +/- 165.99, N = 336181362391. (CC) gcc options: -pthread -O3 -march=native -lm

Etcpak

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

OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: 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

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

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

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

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

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPUClang 12.0Clang 11.00.11070.22140.33210.44280.5535SE +/- 0.002843, N = 3SE +/- 0.001652, N = 30.4919400.489278MIN: 0.47MIN: 0.461. (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: 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

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

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

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

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

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 32 - Buffer Length: 256 - Filter Length: 57Clang 12.0Clang 11.0300M600M900M1200M1500MSE +/- 2255610.29, N = 3SE +/- 1331665.62, N = 3156483333315784000001. (CC) gcc options: -O3 -march=native -pthread -lm -lc -lliquid

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 1 - Buffer Length: 256 - Filter Length: 57Clang 12.0Clang 11.012M24M36M48M60MSE +/- 790005.27, N = 3SE +/- 40360.87, N = 355663000563070001. (CC) gcc options: -O3 -march=native -pthread -lm -lc -lliquid

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 12.0Clang 11.0510152025SE +/- 0.02, N = 3SE +/- 0.13, N = 319.0218.571. (CC) gcc options: -fvisibility=hidden -O3 -march=native -pthread -lm -lpng16 -ljpeg

AOM AV1

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

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.0Encoder Mode: Speed 8 Realtime - Input: Bosphorus 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

JPEG XL

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

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL 0.3.3Input: PNG - Encode Speed: 5Clang 12.0Clang 11.020406080100SE +/- 0.17, N = 3SE +/- 0.24, N = 374.2778.411. (CXX) g++ options: -O3 -march=native -funwind-tables -Xclang -mrelax-all -O2 -fPIE -pie -pthread -ldl

AOM AV1

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

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.0Encoder Mode: Speed 9 Realtime - Input: Bosphorus 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

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

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

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 12.0Clang 11.048121620SE +/- 0.02, N = 3SE +/- 0.01, N = 315.8715.601. (CC) gcc options: -lm -lpthread -O3 -march=native

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 12.0Clang 11.00.45810.91621.37431.83242.2905SE +/- 0.01922, N = 12SE +/- 0.00118, N = 32.036061.60540MIN: 1.81MIN: 1.551. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp=libomp -msse4.1 -fPIC -pie -lpthread -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: 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

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

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

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 12.0Clang 11.03691215SE +/- 0.17, N = 3SE +/- 0.16, N = 411.4711.821. (CXX) g++ options: -O3 -fcommon -fPIE -fPIC -pie

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

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 12.0Clang 11.011K22K33K44K55KSE +/- 952.64, N = 12SE +/- 585.78, N = 350350507401. (CC) gcc options: -pthread -O3 -march=native -lm

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 12.0Clang 11.0246810SE +/- 0.013, N = 5SE +/- 0.002, N = 57.5677.3921. (CXX) g++ options: -O3 -march=native -logg -lm

oneDNN

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: 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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPUClang 12.0Clang 11.00.26380.52760.79141.05521.319SE +/- 0.00458, N = 3SE +/- 0.00653, N = 31.172581.15140MIN: 1.12MIN: 1.091. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp=libomp -msse4.1 -fPIC -pie -lpthread -ldl

POV-Ray

This is a test of POV-Ray, the Persistence of Vision Raytracer. POV-Ray is used to create 3D graphics using ray-tracing. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterPOV-Ray 3.7.0.7Trace 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

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

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: TBBClang 12.0Clang 11.015003000450060007500SE +/- 87.21, N = 3SE +/- 67.11, N = 7678062471. (CXX) g++ options: -O3 -march=native -lpthread -lm -lgcc -lgcc_s -lc

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: 6Clang 11.0Clang 12.03691215SE +/- 0.022, N = 3SE +/- 0.014, N = 39.5369.5101. (CXX) g++ options: -O3 -fPIC -lm

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

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

OpenBenchmarking.orgms, Fewer Is BetteroneDNN 2.1.2Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPUClang 12.0Clang 11.00.15980.31960.47940.63920.799SE +/- 0.011383, N = 3SE +/- 0.008914, N = 30.7101240.594729MIN: 0.64MIN: 0.531. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp=libomp -msse4.1 -fPIC -pie -lpthread -ldl

x265

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

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 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

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 12.0Clang 11.0246810SE +/- 0.003, N = 3SE +/- 0.021, N = 38.2568.2501. (CC) gcc options: -O3 -pipe -march=native -lncurses -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: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPUClang 12.0Clang 11.00.27480.54960.82441.09921.374SE +/- 0.018279, N = 4SE +/- 0.000480, N = 31.2213200.841169MIN: 1.13MIN: 0.821. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp=libomp -msse4.1 -fPIC -pie -lpthread -ldl

toyBrot Fractal Generator

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

OpenBenchmarking.orgms, Fewer Is BettertoyBrot Fractal Generator 2020-11-18Implementation: OpenMPClang 12.0Clang 11.016003200480064008000SE +/- 14.89, N = 3SE +/- 20.42, N = 3750770291. (CXX) g++ options: -O3 -march=native -lpthread -lm -lgcc -lgcc_s -lc

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

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

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 12.0Clang 11.016003200480064008000SE +/- 33.67, N = 3SE +/- 7.31, N = 3743768361. (CXX) g++ options: -O3 -march=native -lpthread -lm -lgcc -lgcc_s -lc

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

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 12.0Clang 11.0120240360480600SE +/- 1.79, N = 3SE +/- 1.43, N = 3541.56543.43MIN: 252.01 / MAX: 587.53-lm - MIN: 256.75 / MAX: 593.991. (CC) gcc options: -O3 -march=native -pthread

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 12.0Clang 11.015003000450060007500SE +/- 30.90, N = 3SE +/- 25.04, N = 3722063951. (CXX) g++ options: -O3 -march=native -lpthread -lm -lgcc -lgcc_s -lc

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

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

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 12.0Clang 11.0246810SE +/- 0.004, N = 3SE +/- 0.018, N = 36.3096.2431. (CC) gcc options: -fvisibility=hidden -O3 -march=native -pthread -lm -lpng16 -ljpeg

AOM AV1

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

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.0Encoder Mode: Speed 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

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

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

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 12.0Clang 11.00.90131.80262.70393.60524.5065SE +/- 0.0116, N = 3SE +/- 0.0013, N = 34.00583.98371. (CXX) g++ options: -O3 -march=native -flto -pthread

FFTW

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

OpenBenchmarking.orgMflops, More Is BetterFFTW 3.3.6Build: Stock - Size: 1D FFT Size 2048Clang 11.0Clang 12.02K4K6K8K10KSE +/- 28.76, N = 3SE +/- 7.75, N = 310004.210467.01. (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: 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

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: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPUClang 12.0Clang 11.00.53281.06561.59842.13122.664SE +/- 0.02100, N = 3SE +/- 0.02389, N = 32.367972.31859MIN: 2.01MIN: 1.921. (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: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPUClang 12.0Clang 11.00.17540.35080.52620.70160.877SE +/- 0.004246, N = 3SE +/- 0.001200, N = 30.7797760.779101MIN: 0.73MIN: 0.731. (CXX) g++ options: -O3 -march=native -std=c++11 -fopenmp=libomp -msse4.1 -fPIC -pie -lpthread -ldl

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

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 12.0Clang 11.030060090012001500SE +/- 7.87, N = 3SE +/- 2.13, N = 31244.111251.25MIN: 549.81 / MAX: 1390.03-lm - MIN: 556.46 / MAX: 1394.061. (CC) gcc 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: 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

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 12.0Clang 11.080160240320400SE +/- 1.11, N = 3SE +/- 1.91, N = 3372.49373.991. (CC) gcc options: -O3 -fcommon -march=native -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

Etcpak

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

OpenBenchmarking.orgMpx/s, More Is BetterEtcpak 0.7Configuration: 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

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 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

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 12.0Clang 11.080160240320400SE +/- 1.56, N = 3SE +/- 3.43, N = 3345.30346.891. (CC) gcc options: -O3 -march=native -fPIE -fPIC -O2 -pie -rdynamic -lpthread -lrt

SVT-VP9

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

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: VMAF Optimized - Input: Bosphorus 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

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

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 12.0Clang 11.0400K800K1200K1600K2000KSE +/- 1798.40, N = 5SE +/- 2852.59, N = 5157096616382651. (CC) gcc options: -O3 -march=native

WebP Image Encode

This is a test of Google's libwebp with the cwebp image encode utility and using a sample 6000x4000 pixel JPEG image as the input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgEncode Time - Seconds, Fewer Is BetterWebP Image Encode 1.1Encode Settings: 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

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 12.0Clang 11.0140280420560700SE +/- 3.01, N = 3SE +/- 5.55, N = 3643.58652.741. (CC) gcc options: -O3 -march=native -fPIE -fPIC -O2 -pie -rdynamic -lpthread -lrt

SciMark

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

OpenBenchmarking.orgMflops, More Is BetterSciMark 2.0Computational Test: Jacobi Successive Over-RelaxationClang 11.0Clang 12.0400800120016002000SE +/- 0.12, N = 3SE +/- 0.08, N = 31785.421785.501. (CC) gcc options: -O3 -march=native -lm

OpenBenchmarking.orgMflops, More Is BetterSciMark 2.0Computational Test: Dense LU Matrix FactorizationClang 12.0Clang 11.02K4K6K8K10KSE +/- 7.16, N = 3SE +/- 77.81, N = 38848.409146.881. (CC) gcc options: -O3 -march=native -lm

OpenBenchmarking.orgMflops, More Is BetterSciMark 2.0Computational Test: Sparse Matrix MultiplyClang 12.0Clang 11.010002000300040005000SE +/- 10.41, N = 3SE +/- 3.87, N = 34280.224590.371. (CC) gcc options: -O3 -march=native -lm

OpenBenchmarking.orgMflops, More Is BetterSciMark 2.0Computational Test: Fast Fourier TransformClang 12.0Clang 11.090180270360450SE +/- 0.46, N = 3SE +/- 0.67, N = 3363.85399.161. (CC) gcc options: -O3 -march=native -lm

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

174 Results Shown

FFTW
ONNX Runtime:
  super-resolution-10 - OpenMP CPU
  shufflenet-v2-10 - OpenMP CPU
WebP2 Image Encode
JPEG XL
ONNX Runtime
SecureMark
Gcrypt Library
WebP2 Image Encode
FFTW
GraphicsMagick
AOM AV1
Ngspice
ONNX Runtime:
  yolov4 - OpenMP CPU
  fcn-resnet101-11 - OpenMP CPU
SVT-AV1
Ngspice
WebP2 Image Encode
ViennaCL:
  CPU BLAS - dGEMM-TT
  CPU BLAS - dGEMM-TN
  CPU BLAS - dGEMM-NT
  CPU BLAS - dGEMM-NN
  CPU BLAS - dGEMV-T
  CPU BLAS - dGEMV-N
  CPU BLAS - dDOT
  CPU BLAS - dAXPY
  CPU BLAS - dCOPY
  CPU BLAS - sDOT
  CPU BLAS - sAXPY
  CPU BLAS - sCOPY
PostgreSQL pgbench:
  100 - 250 - Read Write - Average Latency
  100 - 250 - Read Write
AOM AV1:
  Speed 4 Two-Pass - Bosphorus 1080p
  Speed 0 Two-Pass - Bosphorus 4K
FFTW
JPEG XL
AOM AV1
Timed MrBayes Analysis
oneDNN:
  Recurrent Neural Network Training - u8s8f32 - CPU
  Recurrent Neural Network Training - bf16bf16bf16 - CPU
  Recurrent Neural Network Training - f32 - CPU
  Recurrent Neural Network Inference - f32 - CPU
  Recurrent Neural Network Inference - u8s8f32 - CPU
  Recurrent Neural Network Inference - bf16bf16bf16 - CPU
simdjson:
  DistinctUserID
  PartialTweets
LZ4 Compression:
  9 - Decompression Speed
  9 - Compression Speed
  3 - Decompression Speed
  3 - Compression Speed
simdjson
GraphicsMagick:
  Noise-Gaussian
  Sharpen
  Rotate
  Enhanced
  HWB Color Space
  Swirl
dav1d
FinanceBench
simdjson
libavif avifenc
FFTW
AOM AV1
FinanceBench
AOM AV1
WebP Image Encode
AOM AV1
Botan:
  AES-256 - Decrypt
  AES-256
FFTW
PostgreSQL pgbench:
  100 - 1 - Read Only - Average Latency
  100 - 1 - Read Only
  100 - 100 - Read Write - Average Latency
  100 - 100 - Read Write
  100 - 100 - Read Only - Average Latency
  100 - 100 - Read Only
  100 - 250 - Read Only - Average Latency
  100 - 250 - Read Only
  100 - 1 - Read Write - Average Latency
  100 - 1 - Read Write
Coremark
Botan:
  ChaCha20Poly1305 - Decrypt
  ChaCha20Poly1305
LibRaw
Botan:
  Blowfish - Decrypt
  Blowfish
  Twofish - Decrypt
  Twofish
QuantLib
Botan:
  CAST-256 - Decrypt
  CAST-256
  KASUMI - Decrypt
  KASUMI
SciMark
FFTW
Etcpak
libavif avifenc:
  6, Lossless
  2
ASTC Encoder
AOM AV1
oneDNN:
  Deconvolution Batch shapes_1d - f32 - CPU
  Deconvolution Batch shapes_1d - u8s8f32 - CPU
Etcpak
JPEG XL
x265
Liquid-DSP:
  128 - 256 - 57
  64 - 256 - 57
  32 - 256 - 57
  1 - 256 - 57
WebP Image Encode
AOM AV1
JPEG XL
AOM AV1
JPEG XL
Tachyon
C-Ray
oneDNN
SVT-HEVC
oneDNN:
  IP Shapes 1D - f32 - CPU
  IP Shapes 1D - u8s8f32 - CPU
SVT-AV1
FLAC Audio Encoding
FFTW
Opus Codec Encoding
oneDNN:
  Matrix Multiply Batch Shapes Transformer - f32 - CPU
  Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPU
POV-Ray
FFTW
toyBrot Fractal Generator
JPEG XL
libavif avifenc
dav1d
oneDNN:
  IP Shapes 3D - f32 - CPU
  IP Shapes 3D - u8s8f32 - CPU
x265
LAME MP3 Encoding
oneDNN
toyBrot Fractal Generator
SVT-AV1
WebP2 Image Encode
toyBrot Fractal Generator
AOM AV1
dav1d
toyBrot Fractal Generator
ASTC Encoder
FFTW
WebP Image Encode
AOM AV1
libavif avifenc
FFTW:
  Stock - 1D FFT Size 4096
  Stock - 1D FFT Size 1024
ASTC Encoder
FFTW
libavif avifenc
FFTW
oneDNN:
  Deconvolution Batch shapes_3d - f32 - CPU
  Deconvolution Batch shapes_3d - u8s8f32 - CPU
WebP2 Image Encode
dav1d
FFTW
SVT-VP9
Etcpak
WebP Image Encode
SVT-HEVC
SVT-VP9:
  VMAF Optimized - Bosphorus 1080p
  PSNR/SSIM Optimized - Bosphorus 1080p
TSCP
WebP Image Encode
SVT-HEVC
SciMark:
  Jacobi Successive Over-Relaxation
  Dense LU Matrix Factorization
  Sparse Matrix Multiply
  Fast Fourier Transform
  Monte Carlo

Clang 12.0

Processor: AMD EPYC 7763 64-Core @ 2.45GHz (64 Cores / 128 Threads), Motherboard: Supermicro H12SSL-i v1.01 (2.0 BIOS), Chipset: AMD Starship/Matisse, Memory: 126GB, Disk: 3841GB Micron_9300_MTFDHAL3T8TDP, Graphics: ASPEED, Network: 2 x Broadcom NetXtreme BCM5720 2-port PCIe

OS: Ubuntu 20.04, Kernel: 5.12.0-051200rc6daily20210408-generic (x86_64) 20210407, Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Compiler: Clang 12.0.0-++20210409092622+fa0971b87fb2-1~exp1~20210409193326.73, File-System: ext4, Screen Resolution: 1024x768

Kernel Notes: Transparent Huge Pages: madvise
Environment Notes: CXXFLAGS="-O3 -march=native" CFLAGS="-O3 -march=native"
Processor Notes: Scaling Governor: acpi-cpufreq ondemand (Boost: Enabled) - CPU Microcode: 0xa001119
Python Notes: Python 3.8.2
Security Notes: 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

Testing initiated at 10 April 2021 12:16 by user phoronix.

Clang 11.0

Processor: AMD EPYC 7763 64-Core @ 2.45GHz (64 Cores / 128 Threads), Motherboard: Supermicro H12SSL-i v1.01 (2.0 BIOS), Chipset: AMD Starship/Matisse, Memory: 126GB, Disk: 3841GB Micron_9300_MTFDHAL3T8TDP, Graphics: ASPEED, Network: 2 x Broadcom NetXtreme BCM5720 2-port PCIe

OS: Ubuntu 20.04, Kernel: 5.12.0-051200rc6daily20210408-generic (x86_64) 20210407, Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Compiler: Clang 11.0.0-2~ubuntu20.04.1, File-System: ext4, Screen Resolution: 1024x768

Kernel Notes: Transparent Huge Pages: madvise
Environment Notes: CXXFLAGS="-O3 -march=native" CFLAGS="-O3 -march=native"
Processor Notes: Scaling Governor: acpi-cpufreq ondemand (Boost: Enabled) - CPU Microcode: 0xa001119
Python Notes: Python 3.8.2
Security Notes: 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

Testing initiated at 11 April 2021 06:09 by user phoronix.