AMD Ryzen Threadripper 3960X GCC 10 LTO benchmarking by Michael Larabel for a future article.
Compare your own system(s) to this result file with the
Phoronix Test Suite by running the command:
phoronix-test-suite benchmark 1912225-PTS-THREADRI29 Threadripper 3960X GCC 10 LTO Testing - Phoronix Test Suite Threadripper 3960X GCC 10 LTO Testing AMD Ryzen Threadripper 3960X GCC 10 LTO benchmarking by Michael Larabel for a future article.
HTML result view exported from: https://openbenchmarking.org/result/1912225-PTS-THREADRI29&grt&export=txt&sor .
Threadripper 3960X GCC 10 LTO Testing Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server Display Driver OpenGL Compiler File-System Screen Resolution -O3 -march=native -O3 -march=native -flto -O3 -march=native -flto -fwhole-program AMD Ryzen Threadripper 3960X 24-Core @ 3.80GHz (24 Cores / 48 Threads) MSI Creator TRX40 (MS-7C59) v1.0 (1.12N1 BIOS) AMD Starship/Matisse 32768MB 1000GB Sabrent Rocket 4.0 1TB Gigabyte AMD Radeon 540/540X/550/550X / RX 540X/550/550X 2GB (1206/1750MHz) AMD Baffin HDMI/DP ASUS VP28U Aquantia AQC107 NBase-T/IEEE + Intel I211 + Intel Device 2723 Ubuntu 19.10 5.4.0-nvme-hwmon (x86_64) GNOME Shell 3.34.1 X Server 1.20.5 modesetting 1.20.5 4.5 Mesa 19.2.1 (LLVM 9.0.0) GCC 10.0.0 20191208 ext4 3840x2160 OpenBenchmarking.org Environment Details - -O3 -march=native: CXXFLAGS="-O3 -march=native" CFLAGS="-O3 -march=native" - -O3 -march=native -flto: CXXFLAGS="-O3 -march=native -flto" CFLAGS="-O3 -march=native -flto" - -O3 -march=native -flto -fwhole-program: CXXFLAGS="-O3 -march=native -flto -fwhole-program" CFLAGS="-O3 -march=native -flto -fwhole-program" Compiler Details - --disable-multilib --enable-checking=release Disk Details - NONE / errors=remount-ro,relatime,rw Processor Details - Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8301025 Security Details - 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 STIBP: conditional RSB filling + tsx_async_abort: Not affected
Threadripper 3960X GCC 10 LTO Testing mt-dgemm: Sustained Floating-Point Rate askap: tConvolve MT - Gridding askap: tConvolve MT - Degridding askap: tConvolve OpenMP - Gridding askap: tConvolve OpenMP - Degridding byte: Dhrystone 2 crafty: Elapsed Time rocksdb: Rand Fill rocksdb: Rand Read rocksdb: Seq Fill rocksdb: Rand Fill Sync rocksdb: Read While Writing fftw: Stock - 1D FFT Size 32 fftw: Stock - 2D FFT Size 32 fftw: Stock - 2D FFT Size 4096 fftw: Float + SSE - 1D FFT Size 32 fftw: Float + SSE - 2D FFT Size 32 fftw: Float + SSE - 2D FFT Size 4096 encode-flac: WAV To FLAC gromacs: Water Benchmark himeno: Poisson Pressure Solver hpcc: G-HPL hpcc: G-Ffte hpcc: G-Ffte hpcc: EP-DGEMM hpcc: G-Ptrans hpcc: EP-STREAM Triad hpcc: G-Rand Access hpcc: Rand Ring Latency hpcc: Rand Ring Bandwidth hpcc: Max Ping Pong Bandwidth encode-mp3: WAV To MP3 minife: Small mkl-dnn: Deconvolution Batch deconv_1d - f32 mkl-dnn: Convolution Batch conv_alexnet - f32 mkl-dnn: Recurrent Neural Network Training - f32 mkl-dnn: Convolution Batch conv_googlenet_v3 - f32 nginx: Static Web Page Serving openssl: RSA 4096-bit Performance pgbench: Buffer Test - Normal Load - Read Only pgbench: Buffer Test - Heavy Contention - Read Only qmcpack: radiance: Serial radiance: SMP Parallel sqlite: 1 sqlite-speedtest: Timed Time - Size 1,000 stockfish: Total Time build-imagemagick: Time To Compile mrbayes: Primate Phylogeny Analysis tscp: AI Chess Performance ttsiod-renderer: Phong Rendering With Soft-Shadow Mapping compress-xz: Compressing ubuntu-16.04.3-server-i386.img, Compression Level 9 compress-zstd: Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19 -O3 -march=native -O3 -march=native -flto -O3 -march=native -flto -fwhole-program 8.781111 1946.68 3369.74 5471.5 4138.92 47812720.8 9240651 927119 145113856 1018223 24502 4868266 13149 13217 8209.1 15513 45957 23281 8.079 2.514 4893.663462 63.54490 15.19630 15.19630 32.49590 5.79663 1.68426 0.16431 0.45479 3.42188 22614.628 6.710 7745.54 2.30735 126.141 194.173 52.2339 43138.29 7178.7 670670.777447 676431.707071 1878 559.022 168.585 14.203 57.367 79813741 15.336 71.834 1350615 946.107 20.017 9.994 8.761475 1949.81 3366.19 5435.31 4117.58 67070357.6 9209287 916114 147319777 1010840 24409 4901767 11201 12677 8969.7 15488 46350 24505 8.044 2.517 4766.396934 63.68487 15.21737 15.21737 32.75707 5.78791 1.68874 0.16722 0.45234 3.33117 22951.428 6.622 7720.98 2.31627 126.971 194.665 52.8269 43673.89 7182.9 701920.062619 703431.182912 1895.1 556.135 174.534 14.232 56.442 79613988 75.246 69.132 1422472 950.330 19.867 10.168 8.625776 1948.42 3363.82 5433.8 4117.58 64880292.8 8978346 919822 141628836 1019279 24495 4898750 11069 12595 8540.7 15271 45734 24289 8.073 2.515 4684.701975 63.71647 15.97783 15.97783 33.59693 5.80751 1.69770 0.16679 0.46971 3.31499 23030.709 6.697 7735.16 2.31590 125.128 195.071 53.2454 43510.97 1900.3 555.693 170.631 14.281 56.224 81375940 74.873 68.016 1418074 950.184 19.829 10.140 OpenBenchmarking.org
ACES DGEMM Sustained Floating-Point Rate OpenBenchmarking.org GFLOP/s, More Is Better ACES DGEMM 1.0 Sustained Floating-Point Rate -O3 -march=native -O3 -march=native -flto -O3 -march=native -flto -fwhole-program 2 4 6 8 10 SE +/- 0.116188, N = 3 SE +/- 0.132221, N = 3 SE +/- 0.076167, N = 15 8.781111 8.761475 8.625776 -flto -flto -fwhole-program 1. (CC) gcc options: -O3 -march=native -fopenmp
ASKAP Test: tConvolve MT - Gridding OpenBenchmarking.org Million Grid Points Per Second, More Is Better ASKAP 2018-11-10 Test: tConvolve MT - Gridding -O3 -march=native -flto -O3 -march=native -flto -fwhole-program -O3 -march=native 400 800 1200 1600 2000 SE +/- 2.80, N = 3 SE +/- 3.43, N = 3 SE +/- 6.64, N = 3 1949.81 1948.42 1946.68 1. (CXX) g++ options: -lpthread
ASKAP Test: tConvolve MT - Degridding OpenBenchmarking.org Million Grid Points Per Second, More Is Better ASKAP 2018-11-10 Test: tConvolve MT - Degridding -O3 -march=native -O3 -march=native -flto -O3 -march=native -flto -fwhole-program 700 1400 2100 2800 3500 SE +/- 3.60, N = 3 SE +/- 2.36, N = 3 SE +/- 1.18, N = 3 3369.74 3366.19 3363.82 1. (CXX) g++ options: -lpthread
ASKAP Test: tConvolve OpenMP - Gridding OpenBenchmarking.org Million Grid Points Per Second, More Is Better ASKAP 2018-11-10 Test: tConvolve OpenMP - Gridding -O3 -march=native -O3 -march=native -flto -O3 -march=native -flto -fwhole-program 1200 2400 3600 4800 6000 SE +/- 37.73, N = 3 SE +/- 64.06, N = 3 SE +/- 0.00, N = 3 5471.50 5435.31 5433.80 1. (CXX) g++ options: -lpthread
ASKAP Test: tConvolve OpenMP - Degridding OpenBenchmarking.org Million Grid Points Per Second, More Is Better ASKAP 2018-11-10 Test: tConvolve OpenMP - Degridding -O3 -march=native -O3 -march=native -flto -fwhole-program -O3 -march=native -flto 900 1800 2700 3600 4500 SE +/- 21.33, N = 3 SE +/- 21.33, N = 3 SE +/- 21.33, N = 3 4138.92 4117.58 4117.58 1. (CXX) g++ options: -lpthread
BYTE Unix Benchmark Computational Test: Dhrystone 2 OpenBenchmarking.org LPS, More Is Better BYTE Unix Benchmark 3.6 Computational Test: Dhrystone 2 -O3 -march=native -flto -O3 -march=native -flto -fwhole-program -O3 -march=native 14M 28M 42M 56M 70M SE +/- 508456.63, N = 3 SE +/- 276889.23, N = 3 SE +/- 256405.96, N = 3 67070357.6 64880292.8 47812720.8 -flto -flto -fwhole-program 1. (CC) gcc options: -O3 -march=native
Crafty Elapsed Time OpenBenchmarking.org Nodes Per Second, More Is Better Crafty 25.2 Elapsed Time -O3 -march=native -O3 -march=native -flto -O3 -march=native -flto -fwhole-program 2M 4M 6M 8M 10M SE +/- 19679.93, N = 3 SE +/- 13239.35, N = 3 SE +/- 5847.06, N = 3 9240651 9209287 8978346 1. (CC) gcc options: -pthread -lstdc++ -fprofile-use -lm
Facebook RocksDB Test: Random Fill OpenBenchmarking.org Op/s, More Is Better Facebook RocksDB 6.3.6 Test: Random Fill -O3 -march=native -O3 -march=native -flto -fwhole-program -O3 -march=native -flto 200K 400K 600K 800K 1000K SE +/- 7063.47, N = 3 SE +/- 2437.07, N = 3 SE +/- 8977.10, N = 3 927119 919822 916114 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fno-builtin-memcmp -fno-rtti -rdynamic -lpthread
Facebook RocksDB Test: Random Read OpenBenchmarking.org Op/s, More Is Better Facebook RocksDB 6.3.6 Test: Random Read -O3 -march=native -flto -O3 -march=native -O3 -march=native -flto -fwhole-program 30M 60M 90M 120M 150M SE +/- 1236531.46, N = 3 SE +/- 154500.46, N = 3 SE +/- 84413.94, N = 3 147319777 145113856 141628836 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fno-builtin-memcmp -fno-rtti -rdynamic -lpthread
Facebook RocksDB Test: Sequential Fill OpenBenchmarking.org Op/s, More Is Better Facebook RocksDB 6.3.6 Test: Sequential Fill -O3 -march=native -flto -fwhole-program -O3 -march=native -O3 -march=native -flto 200K 400K 600K 800K 1000K SE +/- 1987.24, N = 3 SE +/- 3160.54, N = 3 SE +/- 923.75, N = 3 1019279 1018223 1010840 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fno-builtin-memcmp -fno-rtti -rdynamic -lpthread
Facebook RocksDB Test: Random Fill Sync OpenBenchmarking.org Op/s, More Is Better Facebook RocksDB 6.3.6 Test: Random Fill Sync -O3 -march=native -O3 -march=native -flto -fwhole-program -O3 -march=native -flto 5K 10K 15K 20K 25K SE +/- 29.87, N = 3 SE +/- 34.81, N = 3 SE +/- 31.00, N = 3 24502 24495 24409 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fno-builtin-memcmp -fno-rtti -rdynamic -lpthread
Facebook RocksDB Test: Read While Writing OpenBenchmarking.org Op/s, More Is Better Facebook RocksDB 6.3.6 Test: Read While Writing -O3 -march=native -flto -O3 -march=native -flto -fwhole-program -O3 -march=native 1000K 2000K 3000K 4000K 5000K SE +/- 9839.07, N = 3 SE +/- 22374.25, N = 3 SE +/- 30555.74, N = 3 4901767 4898750 4868266 1. (CXX) g++ options: -O3 -march=native -std=c++11 -fno-builtin-memcmp -fno-rtti -rdynamic -lpthread
FFTW Build: Stock - Size: 1D FFT Size 32 OpenBenchmarking.org Mflops, More Is Better FFTW 3.3.6 Build: Stock - Size: 1D FFT Size 32 -O3 -march=native -O3 -march=native -flto -O3 -march=native -flto -fwhole-program 3K 6K 9K 12K 15K SE +/- 27.74, N = 3 SE +/- 55.87, N = 3 SE +/- 3.21, N = 3 13149 11201 11069 -flto -flto -fwhole-program 1. (CC) gcc options: -pthread -O3 -march=native -lm
FFTW Build: Stock - Size: 2D FFT Size 32 OpenBenchmarking.org Mflops, More Is Better FFTW 3.3.6 Build: Stock - Size: 2D FFT Size 32 -O3 -march=native -O3 -march=native -flto -O3 -march=native -flto -fwhole-program 3K 6K 9K 12K 15K SE +/- 6.49, N = 3 SE +/- 14.19, N = 3 SE +/- 72.89, N = 3 13217 12677 12595 -flto -flto -fwhole-program 1. (CC) gcc options: -pthread -O3 -march=native -lm
FFTW Build: Stock - Size: 2D FFT Size 4096 OpenBenchmarking.org Mflops, More Is Better FFTW 3.3.6 Build: Stock - Size: 2D FFT Size 4096 -O3 -march=native -flto -O3 -march=native -flto -fwhole-program -O3 -march=native 2K 4K 6K 8K 10K SE +/- 155.20, N = 3 SE +/- 111.43, N = 3 SE +/- 138.82, N = 3 8969.7 8540.7 8209.1 -flto -flto -fwhole-program 1. (CC) gcc options: -pthread -O3 -march=native -lm
FFTW Build: Float + SSE - Size: 1D FFT Size 32 OpenBenchmarking.org Mflops, More Is Better FFTW 3.3.6 Build: Float + SSE - Size: 1D FFT Size 32 -O3 -march=native -O3 -march=native -flto -O3 -march=native -flto -fwhole-program 3K 6K 9K 12K 15K SE +/- 84.89, N = 3 SE +/- 25.21, N = 3 SE +/- 111.55, N = 3 15513 15488 15271 -flto -flto -fwhole-program 1. (CC) gcc options: -pthread -O3 -march=native -lm
FFTW Build: Float + SSE - Size: 2D FFT Size 32 OpenBenchmarking.org Mflops, More Is Better FFTW 3.3.6 Build: Float + SSE - Size: 2D FFT Size 32 -O3 -march=native -flto -O3 -march=native -O3 -march=native -flto -fwhole-program 10K 20K 30K 40K 50K SE +/- 82.72, N = 3 SE +/- 23.68, N = 3 SE +/- 49.75, N = 3 46350 45957 45734 -flto -flto -fwhole-program 1. (CC) gcc options: -pthread -O3 -march=native -lm
FFTW Build: Float + SSE - Size: 2D FFT Size 4096 OpenBenchmarking.org Mflops, More Is Better FFTW 3.3.6 Build: Float + SSE - Size: 2D FFT Size 4096 -O3 -march=native -flto -O3 -march=native -flto -fwhole-program -O3 -march=native 5K 10K 15K 20K 25K SE +/- 153.78, N = 3 SE +/- 143.81, N = 3 SE +/- 190.93, N = 3 24505 24289 23281 -flto -flto -fwhole-program 1. (CC) gcc options: -pthread -O3 -march=native -lm
FLAC Audio Encoding WAV To FLAC OpenBenchmarking.org Seconds, Fewer Is Better FLAC Audio Encoding 1.3.2 WAV To FLAC -O3 -march=native -flto -O3 -march=native -flto -fwhole-program -O3 -march=native 2 4 6 8 10 SE +/- 0.006, N = 5 SE +/- 0.004, N = 5 SE +/- 0.005, N = 5 8.044 8.073 8.079 -flto -flto -fwhole-program 1. (CXX) g++ options: -O3 -march=native -fvisibility=hidden -logg -lm
GROMACS Water Benchmark OpenBenchmarking.org Ns Per Day, More Is Better GROMACS 2019.4 Water Benchmark -O3 -march=native -flto -O3 -march=native -flto -fwhole-program -O3 -march=native 0.5663 1.1326 1.6989 2.2652 2.8315 SE +/- 0.001, N = 3 SE +/- 0.004, N = 3 SE +/- 0.004, N = 3 2.517 2.515 2.514 -flto -flto -fwhole-program 1. (CXX) g++ options: -mavx2 -mfma -O3 -march=native -std=c++11 -funroll-all-loops -pthread -lrt -lpthread -lm
Himeno Benchmark Poisson Pressure Solver OpenBenchmarking.org MFLOPS, More Is Better Himeno Benchmark 3.0 Poisson Pressure Solver -O3 -march=native -O3 -march=native -flto -O3 -march=native -flto -fwhole-program 1000 2000 3000 4000 5000 SE +/- 32.73, N = 3 SE +/- 22.94, N = 3 SE +/- 63.96, N = 4 4893.66 4766.40 4684.70 -flto -flto -fwhole-program 1. (CC) gcc options: -O3 -march=native -mavx2
HPC Challenge Test / Class: G-HPL OpenBenchmarking.org GFLOPS, More Is Better HPC Challenge 1.5.0 Test / Class: G-HPL -O3 -march=native -flto -fwhole-program -O3 -march=native -flto -O3 -march=native 14 28 42 56 70 SE +/- 0.17, N = 3 SE +/- 0.14, N = 3 SE +/- 0.05, N = 3 63.72 63.68 63.54 -flto -fwhole-program -flto 1. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -O3 -march=native -funroll-loops 2. ATLAS + Open MPI 3.1.3
HPC Challenge Test / Class: G-Ffte OpenBenchmarking.org GFLOPS, More Is Better HPC Challenge 1.5.0 Test / Class: G-Ffte -O3 -march=native -flto -fwhole-program -O3 -march=native -flto -O3 -march=native 4 8 12 16 20 SE +/- 0.37, N = 3 SE +/- 0.45, N = 3 SE +/- 0.07, N = 3 15.98 15.22 15.20 -flto -fwhole-program -flto 1. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -O3 -march=native -funroll-loops 2. ATLAS + Open MPI 3.1.3
HPC Challenge Test / Class: G-Ffte OpenBenchmarking.org GFLOP/s, More Is Better HPC Challenge 1.5.0 Test / Class: G-Ffte -O3 -march=native -flto -fwhole-program -O3 -march=native -flto -O3 -march=native 4 8 12 16 20 SE +/- 0.37, N = 3 SE +/- 0.45, N = 3 SE +/- 0.07, N = 3 15.98 15.22 15.20 -flto -fwhole-program -flto 1. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -O3 -march=native -funroll-loops 2. ATLAS + Open MPI 3.1.3
HPC Challenge Test / Class: EP-DGEMM OpenBenchmarking.org GFLOPS, More Is Better HPC Challenge 1.5.0 Test / Class: EP-DGEMM -O3 -march=native -flto -fwhole-program -O3 -march=native -flto -O3 -march=native 8 16 24 32 40 SE +/- 0.27, N = 3 SE +/- 0.64, N = 3 SE +/- 0.16, N = 3 33.60 32.76 32.50 -flto -fwhole-program -flto 1. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -O3 -march=native -funroll-loops 2. ATLAS + Open MPI 3.1.3
HPC Challenge Test / Class: G-Ptrans OpenBenchmarking.org GB/s, More Is Better HPC Challenge 1.5.0 Test / Class: G-Ptrans -O3 -march=native -flto -fwhole-program -O3 -march=native -O3 -march=native -flto 1.3067 2.6134 3.9201 5.2268 6.5335 SE +/- 0.01388, N = 3 SE +/- 0.02501, N = 3 SE +/- 0.01376, N = 3 5.80751 5.79663 5.78791 -flto -fwhole-program -flto 1. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -O3 -march=native -funroll-loops 2. ATLAS + Open MPI 3.1.3
HPC Challenge Test / Class: EP-STREAM Triad OpenBenchmarking.org GB/s, More Is Better HPC Challenge 1.5.0 Test / Class: EP-STREAM Triad -O3 -march=native -flto -fwhole-program -O3 -march=native -flto -O3 -march=native 0.382 0.764 1.146 1.528 1.91 SE +/- 0.01665, N = 3 SE +/- 0.00593, N = 3 SE +/- 0.00200, N = 3 1.69770 1.68874 1.68426 -flto -fwhole-program -flto 1. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -O3 -march=native -funroll-loops 2. ATLAS + Open MPI 3.1.3
HPC Challenge Test / Class: G-Random Access OpenBenchmarking.org GUP/s, More Is Better HPC Challenge 1.5.0 Test / Class: G-Random Access -O3 -march=native -flto -O3 -march=native -flto -fwhole-program -O3 -march=native 0.0376 0.0752 0.1128 0.1504 0.188 SE +/- 0.00027, N = 3 SE +/- 0.00041, N = 3 SE +/- 0.00098, N = 3 0.16722 0.16679 0.16431 -flto -flto -fwhole-program 1. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -O3 -march=native -funroll-loops 2. ATLAS + Open MPI 3.1.3
HPC Challenge Test / Class: Random Ring Latency OpenBenchmarking.org usecs, Fewer Is Better HPC Challenge 1.5.0 Test / Class: Random Ring Latency -O3 -march=native -flto -O3 -march=native -O3 -march=native -flto -fwhole-program 0.1057 0.2114 0.3171 0.4228 0.5285 SE +/- 0.00082, N = 3 SE +/- 0.00087, N = 3 SE +/- 0.01816, N = 3 0.45234 0.45479 0.46971 -flto -flto -fwhole-program 1. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -O3 -march=native -funroll-loops 2. ATLAS + Open MPI 3.1.3
HPC Challenge Test / Class: Random Ring Bandwidth OpenBenchmarking.org GB/s, More Is Better HPC Challenge 1.5.0 Test / Class: Random Ring Bandwidth -O3 -march=native -O3 -march=native -flto -O3 -march=native -flto -fwhole-program 0.7699 1.5398 2.3097 3.0796 3.8495 SE +/- 0.03737, N = 3 SE +/- 0.02086, N = 3 SE +/- 0.08613, N = 3 3.42188 3.33117 3.31499 -flto -flto -fwhole-program 1. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -O3 -march=native -funroll-loops 2. ATLAS + Open MPI 3.1.3
HPC Challenge Test / Class: Max Ping Pong Bandwidth OpenBenchmarking.org MB/s, More Is Better HPC Challenge 1.5.0 Test / Class: Max Ping Pong Bandwidth -O3 -march=native -flto -fwhole-program -O3 -march=native -flto -O3 -march=native 5K 10K 15K 20K 25K SE +/- 509.86, N = 3 SE +/- 301.57, N = 3 SE +/- 238.70, N = 3 23030.71 22951.43 22614.63 -flto -fwhole-program -flto 1. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -O3 -march=native -funroll-loops 2. ATLAS + Open MPI 3.1.3
LAME MP3 Encoding WAV To MP3 OpenBenchmarking.org Seconds, Fewer Is Better LAME MP3 Encoding 3.100 WAV To MP3 -O3 -march=native -flto -O3 -march=native -flto -fwhole-program -O3 -march=native 2 4 6 8 10 SE +/- 0.067, N = 3 SE +/- 0.007, N = 3 SE +/- 0.016, N = 3 6.622 6.697 6.710 -flto -flto -fwhole-program 1. (CC) gcc options: -O3 -ffast-math -funroll-loops -fschedule-insns2 -fbranch-count-reg -fforce-addr -pipe -march=native -lm
miniFE Problem Size: Small OpenBenchmarking.org CG Mflops, More Is Better miniFE 2.2 Problem Size: Small -O3 -march=native -O3 -march=native -flto -fwhole-program -O3 -march=native -flto 1700 3400 5100 6800 8500 SE +/- 18.94, N = 3 SE +/- 8.54, N = 3 SE +/- 12.76, N = 3 7745.54 7735.16 7720.98 1. (CXX) g++ options: -O3 -fopenmp -pthread -lmpi_cxx -lmpi
MKL-DNN DNNL Harness: Deconvolution Batch deconv_1d - Data Type: f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Deconvolution Batch deconv_1d - Data Type: f32 -O3 -march=native -O3 -march=native -flto -fwhole-program -O3 -march=native -flto 0.5212 1.0424 1.5636 2.0848 2.606 SE +/- 0.00889, N = 3 SE +/- 0.00798, N = 3 SE +/- 0.00389, N = 4 2.30735 2.31590 2.31627 MIN: 2.22 MIN: 2.24 MIN: 2.25 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
MKL-DNN DNNL Harness: Convolution Batch conv_alexnet - Data Type: f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_alexnet - Data Type: f32 -O3 -march=native -flto -fwhole-program -O3 -march=native -O3 -march=native -flto 30 60 90 120 150 SE +/- 1.81, N = 3 SE +/- 0.75, N = 3 SE +/- 0.18, N = 3 125.13 126.14 126.97 MIN: 120.75 MIN: 124.08 MIN: 125.84 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
MKL-DNN DNNL Harness: Recurrent Neural Network Training - Data Type: f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Recurrent Neural Network Training - Data Type: f32 -O3 -march=native -O3 -march=native -flto -O3 -march=native -flto -fwhole-program 40 80 120 160 200 SE +/- 0.42, N = 3 SE +/- 0.33, N = 3 SE +/- 0.25, N = 3 194.17 194.67 195.07 MIN: 192.29 MIN: 192.64 MIN: 193.44 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
MKL-DNN DNNL Harness: Convolution Batch conv_googlenet_v3 - Data Type: f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN DNNL 1.1 Harness: Convolution Batch conv_googlenet_v3 - Data Type: f32 -O3 -march=native -O3 -march=native -flto -O3 -march=native -flto -fwhole-program 12 24 36 48 60 SE +/- 0.18, N = 3 SE +/- 0.34, N = 3 SE +/- 0.50, N = 3 52.23 52.83 53.25 MIN: 51.26 MIN: 51.44 MIN: 51.66 1. (CXX) g++ options: -O3 -march=native -std=c++11 -msse4.1 -fPIC -fopenmp -pie -lpthread -ldl
NGINX Benchmark Static Web Page Serving OpenBenchmarking.org Requests Per Second, More Is Better NGINX Benchmark 1.9.9 Static Web Page Serving -O3 -march=native -flto -O3 -march=native -flto -fwhole-program -O3 -march=native 9K 18K 27K 36K 45K SE +/- 294.79, N = 3 SE +/- 103.71, N = 3 SE +/- 628.72, N = 3 43673.89 43510.97 43138.29 -flto -flto -fwhole-program 1. (CC) gcc options: -lpthread -lcrypt -lcrypto -lz -O3 -march=native
OpenSSL RSA 4096-bit Performance OpenBenchmarking.org Signs Per Second, More Is Better OpenSSL 1.1.1 RSA 4096-bit Performance -O3 -march=native -flto -O3 -march=native 1500 3000 4500 6000 7500 SE +/- 21.57, N = 3 SE +/- 21.22, N = 3 7182.9 7178.7 -flto 1. (CC) gcc options: -pthread -m64 -O3 -march=native -lssl -lcrypto -ldl
PostgreSQL pgbench Scaling: Buffer Test - Test: Normal Load - Mode: Read Only OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 12.0 Scaling: Buffer Test - Test: Normal Load - Mode: Read Only -O3 -march=native -flto -O3 -march=native 150K 300K 450K 600K 750K SE +/- 375.35, N = 3 SE +/- 654.90, N = 3 701920.06 670670.78 -flto 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O3 -march=native -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm
PostgreSQL pgbench Scaling: Buffer Test - Test: Heavy Contention - Mode: Read Only OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 12.0 Scaling: Buffer Test - Test: Heavy Contention - Mode: Read Only -O3 -march=native -flto -O3 -march=native 150K 300K 450K 600K 750K SE +/- 5480.07, N = 3 SE +/- 3573.89, N = 3 703431.18 676431.71 -flto 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O3 -march=native -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm
QMCPACK OpenBenchmarking.org Total Execution Time - Seconds, Fewer Is Better QMCPACK 3.8 -O3 -march=native -O3 -march=native -flto -O3 -march=native -flto -fwhole-program 400 800 1200 1600 2000 1878.0 1895.1 1900.3 -flto -flto -fwhole-program 1. (CXX) g++ options: -O3 -march=native -fopenmp -fomit-frame-pointer -finline-limit=1000 -fstrict-aliasing -funroll-all-loops -ffast-math -lm
Radiance Benchmark Test: Serial OpenBenchmarking.org Seconds, Fewer Is Better Radiance Benchmark 5.0 Test: Serial -O3 -march=native -flto -fwhole-program -O3 -march=native -flto -O3 -march=native 120 240 360 480 600 555.69 556.14 559.02
Radiance Benchmark Test: SMP Parallel OpenBenchmarking.org Seconds, Fewer Is Better Radiance Benchmark 5.0 Test: SMP Parallel -O3 -march=native -O3 -march=native -flto -fwhole-program -O3 -march=native -flto 40 80 120 160 200 168.59 170.63 174.53
SQLite Threads / Copies: 1 OpenBenchmarking.org Seconds, Fewer Is Better SQLite 3.30.1 Threads / Copies: 1 -O3 -march=native -O3 -march=native -flto -O3 -march=native -flto -fwhole-program 4 8 12 16 20 SE +/- 0.01, N = 3 SE +/- 0.05, N = 3 SE +/- 0.05, N = 3 14.20 14.23 14.28 -flto -flto -fwhole-program 1. (CC) gcc options: -O3 -march=native -lz -lm -ldl -lpthread
SQLite Speedtest Timed Time - Size 1,000 OpenBenchmarking.org Seconds, Fewer Is Better SQLite Speedtest 3.30 Timed Time - Size 1,000 -O3 -march=native -flto -fwhole-program -O3 -march=native -flto -O3 -march=native 13 26 39 52 65 SE +/- 0.06, N = 3 SE +/- 0.10, N = 3 SE +/- 0.11, N = 3 56.22 56.44 57.37 -flto -fwhole-program -flto 1. (CC) gcc options: -O3 -march=native -ldl -lz -lpthread
Stockfish Total Time OpenBenchmarking.org Nodes Per Second, More Is Better Stockfish 9 Total Time -O3 -march=native -flto -fwhole-program -O3 -march=native -O3 -march=native -flto 20M 40M 60M 80M 100M SE +/- 729395.20, N = 3 SE +/- 1040327.44, N = 3 SE +/- 774628.71, N = 3 81375940 79813741 79613988 -fwhole-program 1. (CXX) g++ options: -m64 -lpthread -O3 -march=native -flto -fno-exceptions -std=c++11 -pedantic -msse -msse3 -mpopcnt
Timed ImageMagick Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed ImageMagick Compilation 6.9.0 Time To Compile -O3 -march=native -O3 -march=native -flto -fwhole-program -O3 -march=native -flto 20 40 60 80 100 SE +/- 0.16, N = 3 SE +/- 0.25, N = 3 SE +/- 0.02, N = 3 15.34 74.87 75.25
Timed MrBayes Analysis Primate Phylogeny Analysis OpenBenchmarking.org Seconds, Fewer Is Better Timed MrBayes Analysis 3.2.7 Primate Phylogeny Analysis -O3 -march=native -flto -fwhole-program -O3 -march=native -flto -O3 -march=native 16 32 48 64 80 SE +/- 0.14, N = 3 SE +/- 0.87, N = 4 SE +/- 1.38, N = 13 68.02 69.13 71.83 -flto -fwhole-program -flto 1. (CC) gcc options: -mmmx -msse -msse2 -msse3 -mssse3 -msse4.1 -msse4.2 -msse4a -msha -maes -mavx -mfma -mavx2 -mrdrnd -mbmi -mbmi2 -madx -mabm -O3 -std=c99 -pedantic -march=native -lm
TSCP AI Chess Performance OpenBenchmarking.org Nodes Per Second, More Is Better TSCP 1.81 AI Chess Performance -O3 -march=native -flto -O3 -march=native -flto -fwhole-program -O3 -march=native 300K 600K 900K 1200K 1500K SE +/- 1795.91, N = 5 SE +/- 1462.93, N = 5 SE +/- 1620.83, N = 5 1422472 1418074 1350615 -flto -flto -fwhole-program 1. (CC) gcc options: -O3 -march=native
TTSIOD 3D Renderer Phong Rendering With Soft-Shadow Mapping OpenBenchmarking.org FPS, More Is Better TTSIOD 3D Renderer 2.3b Phong Rendering With Soft-Shadow Mapping -O3 -march=native -flto -O3 -march=native -flto -fwhole-program -O3 -march=native 200 400 600 800 1000 SE +/- 0.32, N = 3 SE +/- 1.61, N = 3 SE +/- 3.96, N = 3 950.33 950.18 946.11 1. (CXX) g++ options: -O3 -march=native -flto -fomit-frame-pointer -ffast-math -mtune=native -msse -mrecip -mfpmath=sse -msse2 -mssse3 -lSDL -fopenmp -fwhole-program -lstdc++
XZ Compression Compressing ubuntu-16.04.3-server-i386.img, Compression Level 9 OpenBenchmarking.org Seconds, Fewer Is Better XZ Compression 5.2.4 Compressing ubuntu-16.04.3-server-i386.img, Compression Level 9 -O3 -march=native -flto -fwhole-program -O3 -march=native -flto -O3 -march=native 5 10 15 20 25 SE +/- 0.03, N = 3 SE +/- 0.06, N = 3 SE +/- 0.03, N = 3 19.83 19.87 20.02 -flto -fwhole-program -flto 1. (CC) gcc options: -pthread -fvisibility=hidden -O3 -march=native
Zstd Compression Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19 OpenBenchmarking.org Seconds, Fewer Is Better Zstd Compression 1.3.4 Compressing ubuntu-16.04.3-server-i386.img, Compression Level 19 -O3 -march=native -O3 -march=native -flto -fwhole-program -O3 -march=native -flto 3 6 9 12 15 SE +/- 0.119, N = 5 SE +/- 0.092, N = 3 SE +/- 0.025, N = 3 9.994 10.140 10.168 -flto -fwhole-program -flto 1. (CC) gcc options: -O3 -march=native -pthread -lz -llzma
Phoronix Test Suite v10.8.4