5950X LLVM Clang 15

AMD Ryzen 9 5950X 16-Core testing with a ASUS ROG CROSSHAIR VIII HERO (WI-FI) (4006 BIOS) and AMD Radeon RX 6800 16GB on Ubuntu 22.04 via the Phoronix Test Suite. Benchmarks for a future article by Michael Larabel.

HTML result view exported from: https://openbenchmarking.org/result/2209177-NE-5950XLLVM12&grr&rdt.

5950X LLVM Clang 15ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerOpenGLVulkanCompilerFile-SystemScreen ResolutionClang 14Clang 15AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads)ASUS ROG CROSSHAIR VIII HERO (WI-FI) (4006 BIOS)AMD Starship/Matisse32GB500GB Western Digital WDS500G3X0C-00SJG0AMD Radeon RX 6800 16GB (2475/1000MHz)AMD Navi 21 HDMI AudioASUS MG28URealtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200Ubuntu 22.046.0.0-060000rc5daily20220915-generic (x86_64)GNOME Shell 42.4X Server 1.21.1.3 + Wayland4.6 Mesa 22.3.0-devel (git-03294e1 2022-09-16 jammy-oibaf-ppa) (LLVM 14.0.6 DRM 3.48)1.3.228Clang 14.0.6-1~oibaf~jext43840x2160Clang 15.0.1-++20220915084339+3637f345d2ab-1~exp1~20220915084350.58OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseEnvironment Details- CXXFLAGS="-O3 -march=native -flto" CFLAGS="-O3 -march=native -flto"Processor Details- Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa201016Python Details- Python 3.10.4Security Details- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

5950X LLVM Clang 15lczero: BLASncnn: CPU - vision_transformerncnn: CPU - regnety_400mncnn: CPU - resnet50ncnn: CPU - alexnetncnn: CPU - resnet18ncnn: CPU - vgg16ncnn: CPU - googlenetncnn: CPU - efficientnet-b0ncnn: CPU - mnasnetncnn: CPU - shufflenet-v2ncnn: CPU-v3-v3 - mobilenet-v3ncnn: CPU-v2-v2 - mobilenet-v2ncnn: CPU - mobilenettnn: CPU - DenseNetopenssl: SHA256toktx: UASTC 4 + Zstd Compression 19xmrig: Monero - 1Mopenfoam: drivaerFastback, Small Mesh Size - Execution Timeopenfoam: drivaerFastback, Small Mesh Size - Mesh Timeasmfish: 1024 Hash Memory, 26 Depthjpegxl: PNG - 7xmrig: Wownero - 1Mgraphics-magick: HWB Color Spaceopenssl: RSA4096openssl: RSA4096svt-vp9: VMAF Optimized - Bosphorus 4Kopenfoam: motorBike - Execution Timeopenfoam: motorBike - Mesh Timecompress-zstd: 19, Long Mode - Decompression Speedcompress-zstd: 19, Long Mode - Compression Speedfinancebench: Bonds OpenMPsqlite-speedtest: Timed Time - Size 1,000vosk: financebench: Repo OpenMPcompress-zstd: 19 - Compression Speedastcenc: Exhaustivecompress-zstd: 3 - Compression Speedaobench: 2048 x 2048 - Total Timetnn: CPU - MobileNet v2coremark: CoreMark Size 666 - Iterations Per Secondsrsran: 4G PHY_DL_Test 100 PRB MIMO 256-QAMsrsran: 4G PHY_DL_Test 100 PRB MIMO 256-QAMsrsran: OFDM_Testc-ray: Total Time - 4K, 16 Rays Per Pixelsrsran: 4G PHY_DL_Test 100 PRB MIMO 64-QAMpovray: Trace Timex265: Bosphorus 4Kencode-flac: WAV To FLACastcenc: Thoroughtnn: CPU - SqueezeNet v1.1quantlib: libraw: Post-Processing Benchmarkliquid-dsp: 32 - 256 - 57liquid-dsp: 16 - 256 - 57srsran: 5G PHY_DL_NR Test 52 PRB SISO 64-QAMsrsran: 5G PHY_DL_NR Test 52 PRB SISO 64-QAMsrsran: 4G PHY_DL_Test 100 PRB SISO 256-QAMsrsran: 4G PHY_DL_Test 100 PRB SISO 256-QAMtoktx: Zstd Compression 19webp: Quality 100, Losslesssvt-hevc: 7 - Bosphorus 4Ksvt-av1: Preset 8 - Bosphorus 4Kaom-av1: Speed 8 Realtime - Bosphorus 4Kblosc: blosclz bitshufflesrsran: 4G PHY_DL_Test 100 PRB SISO 64-QAMsrsran: 4G PHY_DL_Test 100 PRB SISO 64-QAMsvt-vp9: PSNR/SSIM Optimized - Bosphorus 4Kjpegxl: JPEG - 7primesieve: 1e12toktx: UASTC 3 + Zstd Compression 19aom-av1: Speed 10 Realtime - Bosphorus 4Kaom-av1: Speed 9 Realtime - Bosphorus 4Kencode-opus: WAV To Opus Encodeblosc: blosclz shufflesvt-av1: Preset 10 - Bosphorus 4Ksvt-hevc: 10 - Bosphorus 4Kastcenc: Mediumtoktx: UASTC 3svt-av1: Preset 12 - Bosphorus 4Kencode-mp3: WAV To MP3openjpeg: NASA Curiosity Panorama M34draco: Liontnn: CPU - SqueezeNet v2nettle: aes256toktx: Zstd Compression 9nettle: sha512tscp: AI Chess Performancenettle: chachanettle: poly1305-aesClang 14Clang 1576198.8311.3620.117.3811.4746.6811.074.933.723.943.523.9911.373831.69929893817370158.3417012.9371.0842137.2639865924193411.6013589.41405316387.74806.650.12103.19837.06373957.936.340300.99869845.39914.45526297.79362050.21.32395138.629.745472.686706551.876388199.8557.417720000026.002533.922.77126.5313.07612.8069304.9323744.659.691115233333105446666779.9178.1211.4563.414.5061.7464.7248.51153.0914077.1201.8526.254.40103.0210.53610.57269.6169.715.43319848.882.26385.46103.37086.502104.3725.87751408390964.5747286.242.161737.4922398711198.853398.2377899.4511.1619.717.3211.5146.9910.864.903.703.923.524.0011.543236.76727681428940158.7207081.8375.3435937.5754485932663214.8213469.21417314488.24790.251.39104.20337.7473860.836.340390.20182343.36914.34626383.03398450.31.32145121.128.562426.460665975.932895210.0579.416646666725.966543.121.80927.3713.72412.7944302.6403848.960.73110070000097626666782.4180.7218.3570.114.5141.8463.8948.37654.5014221.4203.6535.155.56104.1610.60610.45570.7071.095.53719936.981.11686.80103.53816.486103.9146.06049157393065.3177339.722.107751.6821945441214.343419.90OpenBenchmarking.org

LeelaChessZero

Backend: BLAS

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.28Backend: BLASClang 14Clang 152004006008001000SE +/- 14.83, N = 6SE +/- 9.69, N = 97617781. (CXX) g++ options: -flto -O3 -march=native -pthread

NCNN

Target: CPU - Model: vision_transformer

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: vision_transformerClang 14Clang 1520406080100SE +/- 0.35, N = 3SE +/- 0.20, N = 1598.8399.45MIN: 97.58 / MAX: 104.02MIN: 97.82 / MAX: 192.861. (CXX) g++ options: -O3 -march=native -flto -rdynamic -lpthread

NCNN

Target: CPU - Model: regnety_400m

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: regnety_400mClang 14Clang 153691215SE +/- 0.04, N = 2SE +/- 0.06, N = 1411.3611.16MIN: 11.22 / MAX: 11.87MIN: 10.58 / MAX: 14.91. (CXX) g++ options: -O3 -march=native -flto -rdynamic -lpthread

NCNN

Target: CPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: resnet50Clang 14Clang 15510152025SE +/- 0.04, N = 3SE +/- 0.09, N = 1520.1119.71MIN: 19.33 / MAX: 21.9MIN: 18.65 / MAX: 28.151. (CXX) g++ options: -O3 -march=native -flto -rdynamic -lpthread

NCNN

Target: CPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: alexnetClang 14Clang 15246810SE +/- 0.04, N = 3SE +/- 0.03, N = 157.387.32MIN: 7.09 / MAX: 8.55MIN: 6.89 / MAX: 16.131. (CXX) g++ options: -O3 -march=native -flto -rdynamic -lpthread

NCNN

Target: CPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: resnet18Clang 14Clang 153691215SE +/- 0.03, N = 3SE +/- 0.10, N = 1511.4711.51MIN: 10.93 / MAX: 12.71MIN: 10.37 / MAX: 14.621. (CXX) g++ options: -O3 -march=native -flto -rdynamic -lpthread

NCNN

Target: CPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: vgg16Clang 14Clang 151122334455SE +/- 0.32, N = 3SE +/- 0.27, N = 1546.6846.99MIN: 45.34 / MAX: 53.65MIN: 44.38 / MAX: 56.741. (CXX) g++ options: -O3 -march=native -flto -rdynamic -lpthread

NCNN

Target: CPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: googlenetClang 14Clang 153691215SE +/- 0.04, N = 3SE +/- 0.08, N = 1511.0710.86MIN: 10.23 / MAX: 12.75MIN: 10.16 / MAX: 40.481. (CXX) g++ options: -O3 -march=native -flto -rdynamic -lpthread

NCNN

Target: CPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: efficientnet-b0Clang 14Clang 151.10932.21863.32794.43725.5465SE +/- 0.03, N = 3SE +/- 0.02, N = 154.934.90MIN: 4.83 / MAX: 5.47MIN: 4.71 / MAX: 15.11. (CXX) g++ options: -O3 -march=native -flto -rdynamic -lpthread

NCNN

Target: CPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: mnasnetClang 14Clang 150.8371.6742.5113.3484.185SE +/- 0.02, N = 3SE +/- 0.02, N = 153.723.70MIN: 3.63 / MAX: 4.33MIN: 3.52 / MAX: 5.971. (CXX) g++ options: -O3 -march=native -flto -rdynamic -lpthread

NCNN

Target: CPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: shufflenet-v2Clang 14Clang 150.88651.7732.65953.5464.4325SE +/- 0.04, N = 3SE +/- 0.02, N = 153.943.92MIN: 3.8 / MAX: 4.39MIN: 3.73 / MAX: 141. (CXX) g++ options: -O3 -march=native -flto -rdynamic -lpthread

NCNN

Target: CPU-v3-v3 - Model: mobilenet-v3

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU-v3-v3 - Model: mobilenet-v3Clang 14Clang 150.7921.5842.3763.1683.96SE +/- 0.02, N = 3SE +/- 0.02, N = 153.523.52MIN: 3.44 / MAX: 3.99MIN: 3.33 / MAX: 11.491. (CXX) g++ options: -O3 -march=native -flto -rdynamic -lpthread

NCNN

Target: CPU-v2-v2 - Model: mobilenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU-v2-v2 - Model: mobilenet-v2Clang 14Clang 150.91.82.73.64.5SE +/- 0.05, N = 3SE +/- 0.03, N = 153.994.00MIN: 3.8 / MAX: 4.54MIN: 3.71 / MAX: 13.251. (CXX) g++ options: -O3 -march=native -flto -rdynamic -lpthread

NCNN

Target: CPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20220729Target: CPU - Model: mobilenetClang 14Clang 153691215SE +/- 0.09, N = 3SE +/- 0.07, N = 1511.3711.54MIN: 10.82 / MAX: 12.01MIN: 10.83 / MAX: 19.941. (CXX) g++ options: -O3 -march=native -flto -rdynamic -lpthread

TNN

Target: CPU - Model: DenseNet

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: DenseNetClang 14Clang 158001600240032004000SE +/- 2.95, N = 3SE +/- 3.00, N = 33831.703236.77MIN: 3738.1 / MAX: 3946.4MIN: 3140.1 / MAX: 3351.741. (CXX) g++ options: -O3 -march=native -flto -fopenmp=libomp -pthread -fvisibility=hidden -fvisibility=default -rdynamic -ldl

OpenSSL

Algorithm: SHA256

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.0Algorithm: SHA256Clang 14Clang 156000M12000M18000M24000M30000MSE +/- 16320548.29, N = 3SE +/- 46992215.82, N = 329893817370276814289401. (CC) gcc options: -pthread -m64 -Qunused-arguments -O3 -march=native -flto -lssl -lcrypto -ldl

KTX-Software toktx

Settings: UASTC 4 + Zstd Compression 19

OpenBenchmarking.orgSeconds, Fewer Is BetterKTX-Software toktx 4.0Settings: UASTC 4 + Zstd Compression 19Clang 14Clang 154080120160200SE +/- 0.20, N = 3SE +/- 0.25, N = 3158.34158.72

Xmrig

Variant: Monero - Hash Count: 1M

OpenBenchmarking.orgH/s, More Is BetterXmrig 6.12.1Variant: Monero - Hash Count: 1MClang 14Clang 1515003000450060007500SE +/- 60.21, N = 3SE +/- 40.85, N = 37012.97081.81. (CXX) g++ options: -O3 -march=native -flto -fexceptions -fno-rtti -maes -Ofast -funroll-loops -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

OpenFOAM

Input: drivaerFastback, Small Mesh Size - Execution Time

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Small Mesh Size - Execution TimeClang 14Clang 1580160240320400371.08375.34-lfoamToVTK -llagrangian -lfileFormats-lfiniteVolume -lmeshTools1. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -ldynamicMesh -lgenericPatchFields -lOpenFOAM -ldl -lm

OpenFOAM

Input: drivaerFastback, Small Mesh Size - Mesh Time

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: drivaerFastback, Small Mesh Size - Mesh TimeClang 14Clang 1591827364537.2637.58-lfoamToVTK -llagrangian -lfileFormats-lfiniteVolume -lmeshTools1. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -ldynamicMesh -lgenericPatchFields -lOpenFOAM -ldl -lm

asmFish

1024 Hash Memory, 26 Depth

OpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-231024 Hash Memory, 26 DepthClang 14Clang 1513M26M39M52M65MSE +/- 746401.00, N = 3SE +/- 68853.93, N = 35924193459326632

JPEG XL libjxl

Input: PNG - Encode Speed: 7

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.6.1Input: PNG - Encode Speed: 7Clang 14Clang 1548121620SE +/- 0.00, N = 3SE +/- 0.01, N = 311.6014.821. (CXX) g++ options: -O3 -march=native -flto -funwind-tables -Xclang -mrelax-all -O2 -fPIE -pie

Xmrig

Variant: Wownero - Hash Count: 1M

OpenBenchmarking.orgH/s, More Is BetterXmrig 6.12.1Variant: Wownero - Hash Count: 1MClang 14Clang 153K6K9K12K15KSE +/- 32.20, N = 3SE +/- 79.54, N = 313589.413469.21. (CXX) g++ options: -O3 -march=native -flto -fexceptions -fno-rtti -maes -Ofast -funroll-loops -rdynamic -lssl -lcrypto -luv -lpthread -lrt -ldl -lhwloc

GraphicsMagick

Operation: HWB Color Space

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagick 1.3.38Operation: HWB Color SpaceClang 14Clang 1530060090012001500SE +/- 2.52, N = 3SE +/- 4.04, N = 3140514171. (CC) gcc options: -fopenmp -O3 -march=native -flto -ljbig -lwebp -lwebpmux -ltiff -ljpeg -lXext -lSM -lICE -lX11 -llzma -lxml2 -lz -lm -lpthread

OpenSSL

Algorithm: RSA4096

OpenBenchmarking.orgverify/s, More Is BetterOpenSSL 3.0Algorithm: RSA4096Clang 14Clang 1570K140K210K280K350KSE +/- 17.46, N = 3SE +/- 146.06, N = 3316387.7314488.21. (CC) gcc options: -pthread -m64 -Qunused-arguments -O3 -march=native -flto -lssl -lcrypto -ldl

OpenSSL

Algorithm: RSA4096

OpenBenchmarking.orgsign/s, More Is BetterOpenSSL 3.0Algorithm: RSA4096Clang 14Clang 1510002000300040005000SE +/- 2.20, N = 3SE +/- 2.63, N = 34806.64790.21. (CC) gcc options: -pthread -m64 -Qunused-arguments -O3 -march=native -flto -lssl -lcrypto -ldl

SVT-VP9

Tuning: VMAF Optimized - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: VMAF Optimized - Input: Bosphorus 4KClang 14Clang 151224364860SE +/- 0.50, N = 15SE +/- 0.45, N = 1250.1251.391. (CC) gcc options: -O3 -fcommon -march=native -flto -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

OpenFOAM

Input: motorBike - Execution Time

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: motorBike - Execution TimeClang 14Clang 1520406080100103.20104.20-lfoamToVTK -llagrangian -lfileFormats-lfiniteVolume -lmeshTools1. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -ldynamicMesh -lgenericPatchFields -lOpenFOAM -ldl -lm

OpenFOAM

Input: motorBike - Mesh Time

OpenBenchmarking.orgSeconds, Fewer Is BetterOpenFOAM 10Input: motorBike - Mesh TimeClang 14Clang 1591827364537.0637.75-lfoamToVTK -llagrangian -lfileFormats-lfiniteVolume -lmeshTools1. (CXX) g++ options: -std=c++14 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -ldynamicMesh -lgenericPatchFields -lOpenFOAM -ldl -lm

Zstd Compression

Compression Level: 19, Long Mode - Decompression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19, Long Mode - Decompression SpeedClang 14Clang 158001600240032004000SE +/- 12.33, N = 3SE +/- 4.56, N = 33957.93860.81. (CC) gcc options: -O3 -march=native -flto -pthread -lz -llzma

Zstd Compression

Compression Level: 19, Long Mode - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19, Long Mode - Compression SpeedClang 14Clang 15816243240SE +/- 0.03, N = 3SE +/- 0.00, N = 336.336.31. (CC) gcc options: -O3 -march=native -flto -pthread -lz -llzma

FinanceBench

Benchmark: Bonds OpenMP

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Bonds OpenMPClang 14Clang 159K18K27K36K45KSE +/- 20.59, N = 3SE +/- 154.34, N = 340301.0040390.201. (CXX) g++ options: -O3 -march=native -fopenmp

SQLite Speedtest

Timed Time - Size 1,000

OpenBenchmarking.orgSeconds, Fewer Is BetterSQLite Speedtest 3.30Timed Time - Size 1,000Clang 14Clang 151020304050SE +/- 0.08, N = 3SE +/- 0.16, N = 345.4043.371. (CC) gcc options: -O3 -march=native -flto -lz

VOSK Speech Recognition Toolkit

OpenBenchmarking.orgSeconds, Fewer Is BetterVOSK Speech Recognition Toolkit 0.3.21Clang 14Clang 1548121620SE +/- 0.16, N = 5SE +/- 0.10, N = 1314.4614.35

FinanceBench

Benchmark: Repo OpenMP

OpenBenchmarking.orgms, Fewer Is BetterFinanceBench 2016-07-25Benchmark: Repo OpenMPClang 14Clang 156K12K18K24K30KSE +/- 372.37, N = 3SE +/- 284.62, N = 526297.7926383.031. (CXX) g++ options: -O3 -march=native -fopenmp

Zstd Compression

Compression Level: 19 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 19 - Compression SpeedClang 14Clang 151122334455SE +/- 0.06, N = 3SE +/- 0.06, N = 350.250.31. (CC) gcc options: -O3 -march=native -flto -pthread -lz -llzma

ASTC Encoder

Preset: Exhaustive

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: ExhaustiveClang 14Clang 150.29790.59580.89371.19161.4895SE +/- 0.0011, N = 3SE +/- 0.0029, N = 31.32391.32141. (CXX) g++ options: -O3 -march=native -flto -pthread

Zstd Compression

Compression Level: 3 - Compression Speed

OpenBenchmarking.orgMB/s, More Is BetterZstd Compression 1.5.0Compression Level: 3 - Compression SpeedClang 14Clang 1511002200330044005500SE +/- 6.01, N = 3SE +/- 14.64, N = 35138.65121.11. (CC) gcc options: -O3 -march=native -flto -pthread -lz -llzma

AOBench

Size: 2048 x 2048 - Total Time

OpenBenchmarking.orgSeconds, Fewer Is BetterAOBenchSize: 2048 x 2048 - Total TimeClang 14Clang 15714212835SE +/- 0.07, N = 3SE +/- 0.35, N = 429.7528.561. (CC) gcc options: -lm -O3 -march=native -flto

TNN

Target: CPU - Model: MobileNet v2

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: MobileNet v2Clang 14Clang 15100200300400500SE +/- 0.95, N = 3SE +/- 0.20, N = 3472.69426.46MIN: 470.05 / MAX: 476.68MIN: 424.42 / MAX: 427.811. (CXX) g++ options: -O3 -march=native -flto -fopenmp=libomp -pthread -fvisibility=hidden -fvisibility=default -rdynamic -ldl

Coremark

CoreMark Size 666 - Iterations Per Second

OpenBenchmarking.orgIterations/Sec, More Is BetterCoremark 1.0CoreMark Size 666 - Iterations Per SecondClang 14Clang 15150K300K450K600K750KSE +/- 996.03, N = 3SE +/- 996.85, N = 3706551.88665975.931. (CC) gcc options: -O2 -O3 -march=native -flto -lrt" -lrt

srsRAN

Test: 4G PHY_DL_Test 100 PRB MIMO 256-QAM

OpenBenchmarking.orgUE Mb/s, More Is BettersrsRAN 22.04.1Test: 4G PHY_DL_Test 100 PRB MIMO 256-QAMClang 14Clang 1550100150200250SE +/- 0.90, N = 3SE +/- 0.46, N = 3199.8210.0-latomic -ldl1. (CXX) g++ options: -O3 -march=native -flto -std=c++14 -fno-strict-aliasing -mfpmath=sse -mavx2 -fvisibility=hidden -fno-trapping-math -fno-math-errno -lpthread -lm

srsRAN

Test: 4G PHY_DL_Test 100 PRB MIMO 256-QAM

OpenBenchmarking.orgeNb Mb/s, More Is BettersrsRAN 22.04.1Test: 4G PHY_DL_Test 100 PRB MIMO 256-QAMClang 14Clang 15130260390520650SE +/- 1.59, N = 3SE +/- 3.55, N = 3557.4579.4-latomic -ldl1. (CXX) g++ options: -O3 -march=native -flto -std=c++14 -fno-strict-aliasing -mfpmath=sse -mavx2 -fvisibility=hidden -fno-trapping-math -fno-math-errno -lpthread -lm

srsRAN

Test: OFDM_Test

OpenBenchmarking.orgSamples / Second, More Is BettersrsRAN 22.04.1Test: OFDM_TestClang 14Clang 1540M80M120M160M200MSE +/- 1946792.23, N = 3SE +/- 635959.47, N = 3177200000166466667-latomic -ldl1. (CXX) g++ options: -O3 -march=native -flto -std=c++14 -fno-strict-aliasing -mfpmath=sse -mavx2 -fvisibility=hidden -fno-trapping-math -fno-math-errno -lpthread -lm

C-Ray

Total Time - 4K, 16 Rays Per Pixel

OpenBenchmarking.orgSeconds, Fewer Is BetterC-Ray 1.1Total Time - 4K, 16 Rays Per PixelClang 14Clang 15612182430SE +/- 0.04, N = 3SE +/- 0.08, N = 326.0025.971. (CC) gcc options: -lm -lpthread -O3 -march=native -flto

srsRAN

Test: 4G PHY_DL_Test 100 PRB MIMO 64-QAM

OpenBenchmarking.orgeNb Mb/s, More Is BettersrsRAN 22.04.1Test: 4G PHY_DL_Test 100 PRB MIMO 64-QAMClang 14Clang 15120240360480600SE +/- 0.45, N = 3SE +/- 0.15, N = 3533.9543.1-latomic -ldl1. (CXX) g++ options: -O3 -march=native -flto -std=c++14 -fno-strict-aliasing -mfpmath=sse -mavx2 -fvisibility=hidden -fno-trapping-math -fno-math-errno -lpthread -lm

POV-Ray

Trace Time

OpenBenchmarking.orgSeconds, Fewer Is BetterPOV-Ray 3.7.0.7Trace TimeClang 14Clang 15510152025SE +/- 0.06, N = 3SE +/- 0.12, N = 322.7721.811. (CXX) g++ options: -pipe -O3 -ffast-math -march=native -flto -lSDL -lSM -lICE -lX11 -lIlmImf -lIlmImf-2_5 -lImath-2_5 -lHalf-2_5 -lIex-2_5 -lIexMath-2_5 -lIlmThread-2_5 -lIlmThread -ltiff -ljpeg -lpng -lz -lrt -lm -lboost_thread -lboost_system

x265

Video Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KClang 14Clang 15612182430SE +/- 0.21, N = 3SE +/- 0.13, N = 326.5327.371. (CXX) g++ options: -O3 -march=native -flto -rdynamic -lpthread -lrt -ldl -lnuma

FLAC Audio Encoding

WAV To FLAC

OpenBenchmarking.orgSeconds, Fewer Is BetterFLAC Audio Encoding 1.4WAV To FLACClang 14Clang 1548121620SE +/- 0.07, N = 5SE +/- 0.03, N = 513.0813.721. (CXX) g++ options: -O3 -march=native -flto -fvisibility=hidden -logg -lm

ASTC Encoder

Preset: Thorough

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: ThoroughClang 14Clang 153691215SE +/- 0.02, N = 3SE +/- 0.02, N = 312.8112.791. (CXX) g++ options: -O3 -march=native -flto -pthread

TNN

Target: CPU - Model: SqueezeNet v1.1

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: SqueezeNet v1.1Clang 14Clang 1570140210280350SE +/- 0.21, N = 3SE +/- 0.16, N = 3304.93302.64MIN: 304.53 / MAX: 305.79MIN: 302.22 / MAX: 303.121. (CXX) g++ options: -O3 -march=native -flto -fopenmp=libomp -pthread -fvisibility=hidden -fvisibility=default -rdynamic -ldl

QuantLib

OpenBenchmarking.orgMFLOPS, More Is BetterQuantLib 1.21Clang 14Clang 158001600240032004000SE +/- 24.48, N = 3SE +/- 20.26, N = 33744.63848.91. (CXX) g++ options: -O3 -march=native -rdynamic

LibRaw

Post-Processing Benchmark

OpenBenchmarking.orgMpix/sec, More Is BetterLibRaw 0.20Post-Processing BenchmarkClang 14Clang 151428425670SE +/- 0.19, N = 3SE +/- 0.18, N = 359.6960.731. (CXX) g++ options: -O3 -march=native -flto -fopenmp -ljpeg -lz -lm

Liquid-DSP

Threads: 32 - Buffer Length: 256 - Filter Length: 57

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 32 - Buffer Length: 256 - Filter Length: 57Clang 14Clang 15200M400M600M800M1000MSE +/- 952773.73, N = 3SE +/- 1479864.86, N = 3111523333311007000001. (CC) gcc options: -O3 -march=native -flto -pthread -lm -lc -lliquid

Liquid-DSP

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

OpenBenchmarking.orgsamples/s, More Is BetterLiquid-DSP 2021.01.31Threads: 16 - Buffer Length: 256 - Filter Length: 57Clang 14Clang 15200M400M600M800M1000MSE +/- 866666.67, N = 3SE +/- 859638.17, N = 310544666679762666671. (CC) gcc options: -O3 -march=native -flto -pthread -lm -lc -lliquid

srsRAN

Test: 5G PHY_DL_NR Test 52 PRB SISO 64-QAM

OpenBenchmarking.orgUE Mb/s, More Is BettersrsRAN 22.04.1Test: 5G PHY_DL_NR Test 52 PRB SISO 64-QAMClang 14Clang 1520406080100SE +/- 0.12, N = 3SE +/- 0.35, N = 379.982.4-latomic -ldl1. (CXX) g++ options: -O3 -march=native -flto -std=c++14 -fno-strict-aliasing -mfpmath=sse -mavx2 -fvisibility=hidden -fno-trapping-math -fno-math-errno -lpthread -lm

srsRAN

Test: 5G PHY_DL_NR Test 52 PRB SISO 64-QAM

OpenBenchmarking.orgeNb Mb/s, More Is BettersrsRAN 22.04.1Test: 5G PHY_DL_NR Test 52 PRB SISO 64-QAMClang 14Clang 154080120160200SE +/- 0.52, N = 3SE +/- 0.97, N = 3178.1180.7-latomic -ldl1. (CXX) g++ options: -O3 -march=native -flto -std=c++14 -fno-strict-aliasing -mfpmath=sse -mavx2 -fvisibility=hidden -fno-trapping-math -fno-math-errno -lpthread -lm

srsRAN

Test: 4G PHY_DL_Test 100 PRB SISO 256-QAM

OpenBenchmarking.orgUE Mb/s, More Is BettersrsRAN 22.04.1Test: 4G PHY_DL_Test 100 PRB SISO 256-QAMClang 14Clang 1550100150200250SE +/- 0.78, N = 3SE +/- 0.15, N = 3211.4218.3-latomic -ldl1. (CXX) g++ options: -O3 -march=native -flto -std=c++14 -fno-strict-aliasing -mfpmath=sse -mavx2 -fvisibility=hidden -fno-trapping-math -fno-math-errno -lpthread -lm

srsRAN

Test: 4G PHY_DL_Test 100 PRB SISO 256-QAM

OpenBenchmarking.orgeNb Mb/s, More Is BettersrsRAN 22.04.1Test: 4G PHY_DL_Test 100 PRB SISO 256-QAMClang 14Clang 15120240360480600SE +/- 0.33, N = 3SE +/- 0.62, N = 3563.4570.1-latomic -ldl1. (CXX) g++ options: -O3 -march=native -flto -std=c++14 -fno-strict-aliasing -mfpmath=sse -mavx2 -fvisibility=hidden -fno-trapping-math -fno-math-errno -lpthread -lm

KTX-Software toktx

Settings: Zstd Compression 19

OpenBenchmarking.orgSeconds, Fewer Is BetterKTX-Software toktx 4.0Settings: Zstd Compression 19Clang 14Clang 1548121620SE +/- 0.11, N = 3SE +/- 0.03, N = 314.5114.51

WebP Image Encode

Encode Settings: Quality 100, Lossless

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.2.4Encode Settings: Quality 100, LosslessClang 14Clang 150.4140.8281.2421.6562.07SE +/- 0.01, N = 3SE +/- 0.02, N = 31.741.841. (CC) gcc options: -fvisibility=hidden -O3 -march=native -flto -lm

SVT-HEVC

Tuning: 7 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 7 - Input: Bosphorus 4KClang 14Clang 151428425670SE +/- 0.66, N = 5SE +/- 0.81, N = 364.7263.891. (CC) gcc options: -O3 -march=native -flto -fPIE -fPIC -O2 -pie -rdynamic -lpthread -lrt

SVT-AV1

Encoder Mode: Preset 8 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 8 - Input: Bosphorus 4KClang 14Clang 151122334455SE +/- 0.34, N = 3SE +/- 0.45, N = 348.5148.38

AOM AV1

Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.4Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4KClang 14Clang 151224364860SE +/- 0.26, N = 3SE +/- 0.60, N = 353.0954.501. (CXX) g++ options: -O3 -march=native -flto -std=c++11 -U_FORTIFY_SOURCE -lm

C-Blosc

Test: blosclz bitshuffle

OpenBenchmarking.orgMB/s, More Is BetterC-Blosc 2.3Test: blosclz bitshuffleClang 14Clang 153K6K9K12K15KSE +/- 37.67, N = 3SE +/- 104.51, N = 314077.114221.41. (CXX) g++ options: -O3 -march=native -flto

srsRAN

Test: 4G PHY_DL_Test 100 PRB SISO 64-QAM

OpenBenchmarking.orgUE Mb/s, More Is BettersrsRAN 22.04.1Test: 4G PHY_DL_Test 100 PRB SISO 64-QAMClang 14Clang 154080120160200SE +/- 0.70, N = 3SE +/- 5.69, N = 3201.8203.6-latomic -ldl1. (CXX) g++ options: -O3 -march=native -flto -std=c++14 -fno-strict-aliasing -mfpmath=sse -mavx2 -fvisibility=hidden -fno-trapping-math -fno-math-errno -lpthread -lm

srsRAN

Test: 4G PHY_DL_Test 100 PRB SISO 64-QAM

OpenBenchmarking.orgeNb Mb/s, More Is BettersrsRAN 22.04.1Test: 4G PHY_DL_Test 100 PRB SISO 64-QAMClang 14Clang 15120240360480600SE +/- 0.70, N = 3SE +/- 0.75, N = 3526.2535.1-latomic -ldl1. (CXX) g++ options: -O3 -march=native -flto -std=c++14 -fno-strict-aliasing -mfpmath=sse -mavx2 -fvisibility=hidden -fno-trapping-math -fno-math-errno -lpthread -lm

SVT-VP9

Tuning: PSNR/SSIM Optimized - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: PSNR/SSIM Optimized - Input: Bosphorus 4KClang 14Clang 151224364860SE +/- 0.05, N = 3SE +/- 0.09, N = 354.4055.561. (CC) gcc options: -O3 -fcommon -march=native -flto -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

JPEG XL libjxl

Input: JPEG - Encode Speed: 7

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.6.1Input: JPEG - Encode Speed: 7Clang 14Clang 1520406080100SE +/- 0.09, N = 3SE +/- 0.03, N = 3103.02104.161. (CXX) g++ options: -O3 -march=native -flto -funwind-tables -Xclang -mrelax-all -O2 -fPIE -pie

Primesieve

Length: 1e12

OpenBenchmarking.orgSeconds, Fewer Is BetterPrimesieve 8.0Length: 1e12Clang 14Clang 153691215SE +/- 0.02, N = 3SE +/- 0.01, N = 310.5410.611. (CXX) g++ options: -O3 -march=native -flto

KTX-Software toktx

Settings: UASTC 3 + Zstd Compression 19

OpenBenchmarking.orgSeconds, Fewer Is BetterKTX-Software toktx 4.0Settings: UASTC 3 + Zstd Compression 19Clang 14Clang 153691215SE +/- 0.05, N = 3SE +/- 0.02, N = 310.5710.46

AOM AV1

Encoder Mode: Speed 10 Realtime - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.4Encoder Mode: Speed 10 Realtime - Input: Bosphorus 4KClang 14Clang 151632486480SE +/- 0.73, N = 3SE +/- 0.37, N = 369.6170.701. (CXX) g++ options: -O3 -march=native -flto -std=c++11 -U_FORTIFY_SOURCE -lm

AOM AV1

Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.4Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4KClang 14Clang 151632486480SE +/- 0.07, N = 3SE +/- 0.90, N = 369.7171.091. (CXX) g++ options: -O3 -march=native -flto -std=c++11 -U_FORTIFY_SOURCE -lm

Opus Codec Encoding

WAV To Opus Encode

OpenBenchmarking.orgSeconds, Fewer Is BetterOpus Codec Encoding 1.3.1WAV To Opus EncodeClang 14Clang 151.24582.49163.73744.98326.229SE +/- 0.020, N = 5SE +/- 0.026, N = 55.4335.5371. (CXX) g++ options: -O3 -march=native -flto -logg -lm

C-Blosc

Test: blosclz shuffle

OpenBenchmarking.orgMB/s, More Is BetterC-Blosc 2.3Test: blosclz shuffleClang 14Clang 154K8K12K16K20KSE +/- 46.57, N = 3SE +/- 96.37, N = 319848.819936.91. (CXX) g++ options: -O3 -march=native -flto

SVT-AV1

Encoder Mode: Preset 10 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 10 - Input: Bosphorus 4KClang 14Clang 1520406080100SE +/- 0.16, N = 3SE +/- 0.11, N = 382.2681.12

SVT-HEVC

Tuning: 10 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 10 - Input: Bosphorus 4KClang 14Clang 1520406080100SE +/- 0.13, N = 3SE +/- 0.05, N = 385.4686.801. (CC) gcc options: -O3 -march=native -flto -fPIE -fPIC -O2 -pie -rdynamic -lpthread -lrt

ASTC Encoder

Preset: Medium

OpenBenchmarking.orgMT/s, More Is BetterASTC Encoder 4.0Preset: MediumClang 14Clang 1520406080100SE +/- 0.18, N = 3SE +/- 0.12, N = 3103.37103.541. (CXX) g++ options: -O3 -march=native -flto -pthread

KTX-Software toktx

Settings: UASTC 3

OpenBenchmarking.orgSeconds, Fewer Is BetterKTX-Software toktx 4.0Settings: UASTC 3Clang 14Clang 15246810SE +/- 0.004, N = 3SE +/- 0.009, N = 36.5026.486

SVT-AV1

Encoder Mode: Preset 12 - Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.2Encoder Mode: Preset 12 - Input: Bosphorus 4KClang 14Clang 1520406080100SE +/- 0.11, N = 3SE +/- 0.24, N = 3104.37103.91

LAME MP3 Encoding

WAV To MP3

OpenBenchmarking.orgSeconds, Fewer Is BetterLAME MP3 Encoding 3.100WAV To MP3Clang 14Clang 15246810SE +/- 0.050, N = 3SE +/- 0.047, N = 35.8776.0601. (CC) gcc options: -O3 -pipe -march=native -flto -lncurses -lm

OpenJPEG

Encode: NASA Curiosity Panorama M34

OpenBenchmarking.orgms, Fewer Is BetterOpenJPEG 2.4Encode: NASA Curiosity Panorama M34Clang 14Clang 1511K22K33K44K55KSE +/- 521.26, N = 5SE +/- 295.03, N = 351408491571. (CXX) g++ options: -O3 -march=native -flto -rdynamic

Google Draco

Model: Lion

OpenBenchmarking.orgms, Fewer Is BetterGoogle Draco 1.5.0Model: LionClang 14Clang 158001600240032004000SE +/- 6.89, N = 3SE +/- 5.46, N = 3390939301. (CXX) g++ options: -O3 -march=native -flto

TNN

Target: CPU - Model: SqueezeNet v2

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.3Target: CPU - Model: SqueezeNet v2Clang 14Clang 151530456075SE +/- 0.03, N = 3SE +/- 0.10, N = 364.5765.32MIN: 64.4 / MAX: 64.85MIN: 64.97 / MAX: 65.751. (CXX) g++ options: -O3 -march=native -flto -fopenmp=libomp -pthread -fvisibility=hidden -fvisibility=default -rdynamic -ldl

Nettle

Test: aes256

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.8Test: aes256Clang 14Clang 1516003200480064008000SE +/- 2.05, N = 3SE +/- 2.86, N = 37286.247339.72MIN: 5504.06 / MAX: 10861.66MIN: 5536.69 / MAX: 10939.291. (CC) gcc options: -O3 -march=native -flto -ggdb3 -lnettle -lm -lcrypto

KTX-Software toktx

Settings: Zstd Compression 9

OpenBenchmarking.orgSeconds, Fewer Is BetterKTX-Software toktx 4.0Settings: Zstd Compression 9Clang 14Clang 150.48620.97241.45861.94482.431SE +/- 0.001, N = 3SE +/- 0.001, N = 32.1612.107

Nettle

Test: sha512

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.8Test: sha512Clang 14Clang 15160320480640800SE +/- 0.19, N = 3SE +/- 2.18, N = 3737.49751.681. (CC) gcc options: -O3 -march=native -flto -ggdb3 -lnettle -lm -lcrypto

TSCP

AI Chess Performance

OpenBenchmarking.orgNodes Per Second, More Is BetterTSCP 1.81AI Chess PerformanceClang 14Clang 15500K1000K1500K2000K2500KSE +/- 22581.52, N = 5SE +/- 10751.06, N = 5223987121945441. (CC) gcc options: -O3 -march=native -flto

Nettle

Test: chacha

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.8Test: chachaClang 14Clang 1530060090012001500SE +/- 2.17, N = 3SE +/- 1.49, N = 31198.851214.34MIN: 589.65 / MAX: 3386.11MIN: 598.24 / MAX: 3435.951. (CC) gcc options: -O3 -march=native -flto -ggdb3 -lnettle -lm -lcrypto

Nettle

Test: poly1305-aes

OpenBenchmarking.orgMbyte/s, More Is BetterNettle 3.8Test: poly1305-aesClang 14Clang 157001400210028003500SE +/- 1.13, N = 3SE +/- 2.21, N = 33398.233419.901. (CC) gcc options: -O3 -march=native -flto -ggdb3 -lnettle -lm -lcrypto


Phoronix Test Suite v10.8.5