AMD EPYC 2019 vs. 2017 Linux Performance AMD EPYC 7601 of Ubuntu 17.04 versus Ubuntu 19.04 for seeing how the performance has evolved since AMD EPYC launch. Benchmarks by Michael Larabel for a future article.
HTML result view exported from: https://openbenchmarking.org/result/1906078-HV-AMDEPYC2019&gru&rdt .
AMD EPYC 2019 vs. 2017 Linux Performance Processor Motherboard Chipset Memory Disk Graphics Monitor Network OS Kernel Desktop Display Server Display Driver Compiler File-System Screen Resolution OpenGL Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 AMD EPYC 7601 32-Core @ 2.20GHz (32 Cores / 64 Threads) TYAN B8026T70AE24HR (V1.02.B10 BIOS) AMD 17h 129024MB 280GB INTEL SSDPE21D280GA ASPEED VE228 2 x Broadcom NetXtreme BCM5720 PCIe Ubuntu 19.04 5.0.0-16-generic (x86_64) GNOME Shell 3.32.1 X Server 1.20.4 modesetting 1.20.4 GCC 8.3.0 ext4 1920x1080 5.2.0-999-generic (x86_64) 20190603 AMD Device 1450 LLVMpipe Ubuntu 17.04 4.10.0-42-generic (x86_64) Unity 7.5.0 X Server 1.19.3 modesetting 1.19.3 3.3 Mesa 17.0.7 Gallium 0.4 (LLVM 4.0 128 bits) GCC 6.3.0 20170406 OpenBenchmarking.org Compiler Details - Ubuntu 19.04: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib --with-tune=generic --without-cuda-driver -v - Ubuntu 19.04 + Linux 5.2: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib --with-tune=generic --without-cuda-driver -v - Ubuntu 19.04 + Linux 5.2 + No Spec: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib --with-tune=generic --without-cuda-driver -v - Ubuntu 17.04: --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,ada,c++,java,go,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-arch-directory=amd64 --with-default-libstdcxx-abi=new --with-multilib-list=m32,m64,mx32 --with-target-system-zlib --with-tune=generic -v Processor Details - Scaling Governor: acpi-cpufreq ondemand Java Details - Ubuntu 19.04: OpenJDK Runtime Environment (build 11.0.3+7-Ubuntu-1ubuntu219.04.1) - Ubuntu 19.04 + Linux 5.2: OpenJDK Runtime Environment (build 11.0.3+7-Ubuntu-1ubuntu219.04.1) - Ubuntu 19.04 + Linux 5.2 + No Spec: OpenJDK Runtime Environment (build 11.0.3+7-Ubuntu-1ubuntu219.04.1) - Ubuntu 17.04: OpenJDK Runtime Environment (build 1.8.0_151-8u151-b12-0ubuntu0.17.04.2-b12) Python Details - Ubuntu 19.04: Python 2.7.16 + Python 3.7.3 - Ubuntu 19.04 + Linux 5.2: Python 2.7.16 + Python 3.7.3 - Ubuntu 19.04 + Linux 5.2 + No Spec: Python 2.7.16 + Python 3.7.3 - Ubuntu 17.04: Python 2.7.13 + Python 3.5.3 Security Details - Ubuntu 19.04: l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional STIBP: disabled RSB filling - Ubuntu 19.04 + Linux 5.2: l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional STIBP: disabled RSB filling - Ubuntu 19.04 + Linux 5.2 + No Spec: l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Vulnerable + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Vulnerable IBPB: disabled STIBP: disabled Environment Details - Ubuntu 17.04: LIBGL_ALWAYS_SOFTWARE=1
AMD EPYC 2019 vs. 2017 Linux Performance stress-ng: Crypto stress-ng: Bsearch stress-ng: Forking stress-ng: Semaphores stress-ng: Memory Copying stress-ng: Socket Activity stress-ng: Context Switching stress-ng: Glibc C String Functions stress-ng: Glibc Qsort Data Sorting ttsiod-renderer: Phong Rendering With Soft-Shadow Mapping svt-av1: 1080p 8-bit YUV To AV1 Video Encode svt-hevc: 1080p 8-bit YUV To HEVC Video Encode x264: H.264 Video Encoding hpcg: v-ray: CPU himeno: Poisson Pressure Solver stockfish: Total Time asmfish: 1024 Hash Memory, 26 Depth mcperf: Get mcperf: Set mysqlslap: 1 mysqlslap: 64 redis: GET redis: SET apache: Static Web Page Serving phpbench: PHP Benchmark Suite openssl: RSA 4096-bit Performance npb: EP.C npb: FT.A npb: FT.B pgbench: Buffer Test - Normal Load - Read Only pgbench: Buffer Test - Normal Load - Read Write ctx-clock: Context Switch Time namd: ATPase Simulation - 327,506 Atoms pybench: Total For Average Test Times mkl-dnn: Convolution Batch conv_alexnet - f32 mkl-dnn: Deconvolution Batch deconv_all - f32 mkl-dnn: Convolution Batch conv_googlenet_v3 - f32 numpy: parboil: OpenMP CUTCP parboil: OpenMP Stencil rodinia: OpenMP LavaMD rodinia: OpenMP CFD Solver rodinia: OpenMP Streamcluster hmmer: Pfam Database Search mafft: Multiple Sequence Alignment build-gcc: Time To Compile build-linux-kernel: Time To Compile build-llvm: Time To Compile povray: Trace Time cython-bench: perl-benchmark: Pod2html perl-benchmark: Interpreter blender: BMW27 - CPU-Only blender: Barbershop - CPU-Only scikit-learn: Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 5887 14656 44974 1517588 3832 19810 12189090 1640034 379 445 37.04 185 108 0.76 24577 1006 57736660 61934696 50397 24852 10093 630 1948133 1333439 16256 393045 4583 851 3237 3409 389965 35065 132 0.90958 1465 300 4681 131 8474464 1.88 9.87 13.06 10.68 17.51 7.23 3.83 997 36.96 201 22.34 33.08 0.19089546 0.00222401 101 504 12.34 5885 14621 46811 1518407 3930 18624 14724311 1640928 378 446 36.50 183 107 0.77 24522 1001 57798263 61166139 49583 25180 10274 624 1713980 1324367 16429 393201 4583 884 4445 4804 387941 35079 154 0.91657 1468 297 4589 129 8456027 1.87 10.13 13.08 10.67 16.11 7.18 3.91 999 37.00 195 22.34 32.98 0.19025251 0.00227404 101 504 12.49 5879 14724 47201 1495419 3943 19035 16288573 1643759 382 446 36.85 180 109 0.81 24724 1002 58368046 61582238 58305 27802 11236 633 1998041 1347124 16829 396305 4590 923 4400 4734 393695 35413 154 0.90951 1466 295 4522 130 8655647 1.93 9.22 12.99 10.76 17.77 7.19 3.80 997 36.86 209 22.41 32.83 0.19075409 0.00224459 102 503 12.48 5822 16071 42151 1485116 1802 22953 13990904 1409567 361 427 36.39 182 106 0.73 23723 1007 57376331 63528003 52387 34687 10170 596 1667825 1155205 19655 309890 4576 461 2447 1991 374295 34731 132 0.91092 1993 328 5748 146 9217173 1.87 13.47 30.42 12.30 20.03 8.25 3.34 989 41.92 226 23.15 38.52 0.19430801 0.00265858 101 486 28.62 OpenBenchmarking.org
Stress-NG Test: Crypto OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.07.26 Test: Crypto Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 1300 2600 3900 5200 6500 SE +/- 41.17, N = 3 SE +/- 39.66, N = 3 SE +/- 44.50, N = 3 SE +/- 35.92, N = 3 5887 5885 5879 5822 -laio -laio -laio 1. (CC) gcc options: -O2 -std=gnu99 -lm -lz -lcrypt -lrt -lpthread -lc
Stress-NG Test: Bsearch OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.07.26 Test: Bsearch Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 3K 6K 9K 12K 15K SE +/- 148.05, N = 3 SE +/- 91.88, N = 3 SE +/- 212.01, N = 3 SE +/- 124.05, N = 3 14656 14621 14724 16071 -laio -laio -laio 1. (CC) gcc options: -O2 -std=gnu99 -lm -lz -lcrypt -lrt -lpthread -lc
Stress-NG Test: Forking OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.07.26 Test: Forking Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 10K 20K 30K 40K 50K SE +/- 1356.42, N = 15 SE +/- 794.86, N = 15 SE +/- 1057.95, N = 12 SE +/- 980.75, N = 15 44974 46811 47201 42151 -laio -laio -laio 1. (CC) gcc options: -O2 -std=gnu99 -lm -lz -lcrypt -lrt -lpthread -lc
Stress-NG Test: Semaphores OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.07.26 Test: Semaphores Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 300K 600K 900K 1200K 1500K SE +/- 8820.67, N = 3 SE +/- 3813.97, N = 3 SE +/- 5908.58, N = 3 SE +/- 8902.99, N = 3 1517588 1518407 1495419 1485116 -laio -laio -laio 1. (CC) gcc options: -O2 -std=gnu99 -lm -lz -lcrypt -lrt -lpthread -lc
Stress-NG Test: Memory Copying OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.07.26 Test: Memory Copying Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 800 1600 2400 3200 4000 SE +/- 18.35, N = 3 SE +/- 15.48, N = 3 SE +/- 55.55, N = 4 SE +/- 2.15, N = 3 3832 3930 3943 1802 -laio -laio -laio 1. (CC) gcc options: -O2 -std=gnu99 -lm -lz -lcrypt -lrt -lpthread -lc
Stress-NG Test: Socket Activity OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.07.26 Test: Socket Activity Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 5K 10K 15K 20K 25K SE +/- 205.06, N = 3 SE +/- 227.34, N = 5 SE +/- 227.87, N = 6 SE +/- 53.20, N = 3 19810 18624 19035 22953 -laio -laio -laio 1. (CC) gcc options: -O2 -std=gnu99 -lm -lz -lcrypt -lrt -lpthread -lc
Stress-NG Test: Context Switching OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.07.26 Test: Context Switching Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 3M 6M 9M 12M 15M SE +/- 139919.46, N = 15 SE +/- 439477.63, N = 15 SE +/- 551960.44, N = 15 SE +/- 182035.08, N = 3 12189090 14724311 16288573 13990904 -laio -laio -laio 1. (CC) gcc options: -O2 -std=gnu99 -lm -lz -lcrypt -lrt -lpthread -lc
Stress-NG Test: Glibc C String Functions OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.07.26 Test: Glibc C String Functions Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 400K 800K 1200K 1600K 2000K SE +/- 23170.19, N = 4 SE +/- 23620.75, N = 4 SE +/- 25241.53, N = 15 SE +/- 3278.74, N = 3 1640034 1640928 1643759 1409567 -laio -laio -laio 1. (CC) gcc options: -O2 -std=gnu99 -lm -lz -lcrypt -lrt -lpthread -lc
Stress-NG Test: Glibc Qsort Data Sorting OpenBenchmarking.org Bogo Ops/s, More Is Better Stress-NG 0.07.26 Test: Glibc Qsort Data Sorting Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 80 160 240 320 400 SE +/- 3.86, N = 3 SE +/- 3.22, N = 3 SE +/- 3.60, N = 3 SE +/- 1.69, N = 3 379 378 382 361 -laio -laio -laio 1. (CC) gcc options: -O2 -std=gnu99 -lm -lz -lcrypt -lrt -lpthread -lc
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 Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 100 200 300 400 500 SE +/- 2.03, N = 3 SE +/- 0.98, N = 3 SE +/- 1.57, N = 3 SE +/- 1.65, N = 3 445 446 446 427 1. (CXX) g++ options: -O3 -fomit-frame-pointer -ffast-math -mtune=native -flto -msse -mrecip -mfpmath=sse -msse2 -mssse3 -lSDL -fopenmp -fwhole-program -lstdc++
SVT-AV1 1080p 8-bit YUV To AV1 Video Encode OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 0.5 1080p 8-bit YUV To AV1 Video Encode Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 9 18 27 36 45 SE +/- 0.31, N = 3 SE +/- 0.37, N = 3 SE +/- 0.42, N = 3 SE +/- 0.18, N = 3 37.04 36.50 36.85 36.39 1. (CXX) g++ options: -O3 -pie -lpthread -lm
SVT-HEVC 1080p 8-bit YUV To HEVC Video Encode OpenBenchmarking.org Frames Per Second, More Is Better SVT-HEVC 2019-02-03 1080p 8-bit YUV To HEVC Video Encode Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 40 80 120 160 200 SE +/- 3.81, N = 15 SE +/- 3.45, N = 15 SE +/- 2.93, N = 15 SE +/- 5.63, N = 15 185 183 180 182 1. (CC) gcc options: -fPIE -fPIC -O2 -flto -fvisibility=hidden -march=native -pie -rdynamic -lpthread -lrt
x264 H.264 Video Encoding OpenBenchmarking.org Frames Per Second, More Is Better x264 2018-09-25 H.264 Video Encoding Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 20 40 60 80 100 SE +/- 0.16, N = 3 SE +/- 0.24, N = 3 SE +/- 0.74, N = 3 SE +/- 0.59, N = 3 108 107 109 106 1. (CC) gcc options: -ldl -m64 -lm -lpthread -O3 -ffast-math -std=gnu99 -fPIC -fomit-frame-pointer -fno-tree-vectorize
High Performance Conjugate Gradient OpenBenchmarking.org GFLOP/s, More Is Better High Performance Conjugate Gradient 3.0 Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 0.1823 0.3646 0.5469 0.7292 0.9115 SE +/- 0.02, N = 15 SE +/- 0.01, N = 15 SE +/- 0.02, N = 15 SE +/- 0.01, N = 3 0.76 0.77 0.81 0.73
Chaos Group V-RAY Mode: CPU OpenBenchmarking.org Ksamples, More Is Better Chaos Group V-RAY 4.10.03 Mode: CPU Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 5K 10K 15K 20K 25K SE +/- 367.58, N = 4 SE +/- 295.67, N = 3 SE +/- 376.98, N = 3 SE +/- 225.70, N = 15 24577 24522 24724 23723
Himeno Benchmark Poisson Pressure Solver OpenBenchmarking.org MFLOPS, More Is Better Himeno Benchmark 3.0 Poisson Pressure Solver Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 200 400 600 800 1000 SE +/- 4.47, N = 3 SE +/- 0.47, N = 3 SE +/- 2.56, N = 3 SE +/- 2.88, N = 3 1006 1001 1002 1007 1. (CC) gcc options: -O3 -mavx2
Stockfish Total Time OpenBenchmarking.org Nodes Per Second, More Is Better Stockfish 9 Total Time Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 13M 26M 39M 52M 65M SE +/- 312086.54, N = 3 SE +/- 513423.92, N = 3 SE +/- 357751.74, N = 3 SE +/- 579265.86, N = 3 57736660 57798263 58368046 57376331 1. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++11 -pedantic -O3 -msse -msse3 -mpopcnt -flto
asmFish 1024 Hash Memory, 26 Depth OpenBenchmarking.org Nodes/second, More Is Better asmFish 2018-07-23 1024 Hash Memory, 26 Depth Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 14M 28M 42M 56M 70M SE +/- 510625.43, N = 3 SE +/- 195549.26, N = 3 SE +/- 219141.26, N = 3 SE +/- 638722.99, N = 3 61934696 61166139 61582238 63528003
Memcached mcperf Method: Get OpenBenchmarking.org Operations Per Second, More Is Better Memcached mcperf 1.5.10 Method: Get Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 12K 24K 36K 48K 60K SE +/- 1936.69, N = 15 SE +/- 288.03, N = 3 SE +/- 1129.17, N = 15 SE +/- 676.97, N = 3 50397 49583 58305 52387 1. (CC) gcc options: -O2 -lm -rdynamic
Memcached mcperf Method: Set OpenBenchmarking.org Operations Per Second, More Is Better Memcached mcperf 1.5.10 Method: Set Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 7K 14K 21K 28K 35K SE +/- 730.39, N = 15 SE +/- 1103.57, N = 15 SE +/- 834.64, N = 15 SE +/- 298.45, N = 15 24852 25180 27802 34687 1. (CC) gcc options: -O2 -lm -rdynamic
MariaDB Clients: 1 OpenBenchmarking.org Queries Per Second, More Is Better MariaDB 10.3.8 Clients: 1 Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 2K 4K 6K 8K 10K SE +/- 104.49, N = 7 SE +/- 144.76, N = 15 SE +/- 0.00, N = 3 SE +/- 69.42, N = 3 10093 10274 11236 10170 -laio -lpcre -laio -lpcre -laio -lpcre 1. (CXX) g++ options: -pie -fPIC -fstack-protector -fno-rtti -O2 -lpthread -llzma -lbz2 -lnuma -lz -lm -lcrypt -lssl -lcrypto -ldl
MariaDB Clients: 64 OpenBenchmarking.org Queries Per Second, More Is Better MariaDB 10.3.8 Clients: 64 Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 140 280 420 560 700 SE +/- 2.03, N = 3 SE +/- 1.57, N = 3 SE +/- 0.93, N = 3 SE +/- 0.83, N = 3 630 624 633 596 -laio -lpcre -laio -lpcre -laio -lpcre 1. (CXX) g++ options: -pie -fPIC -fstack-protector -fno-rtti -O2 -lpthread -llzma -lbz2 -lnuma -lz -lm -lcrypt -lssl -lcrypto -ldl
Redis Test: GET OpenBenchmarking.org Requests Per Second, More Is Better Redis 4.0.8 Test: GET Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 400K 800K 1200K 1600K 2000K SE +/- 8872.20, N = 3 SE +/- 22708.15, N = 4 SE +/- 26538.58, N = 3 SE +/- 27915.23, N = 15 1948133 1713980 1998041 1667825 1. (CC) gcc options: -ggdb -rdynamic -lm -ldl -pthread
Redis Test: SET OpenBenchmarking.org Requests Per Second, More Is Better Redis 4.0.8 Test: SET Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 300K 600K 900K 1200K 1500K SE +/- 8370.99, N = 3 SE +/- 17246.16, N = 3 SE +/- 3677.04, N = 3 SE +/- 3873.52, N = 3 1333439 1324367 1347124 1155205 1. (CC) gcc options: -ggdb -rdynamic -lm -ldl -pthread
Apache Benchmark Static Web Page Serving OpenBenchmarking.org Requests Per Second, More Is Better Apache Benchmark 2.4.29 Static Web Page Serving Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 4K 8K 12K 16K 20K SE +/- 233.64, N = 3 SE +/- 212.10, N = 15 SE +/- 342.95, N = 15 SE +/- 47.59, N = 3 16256 16429 16829 19655 1. (CC) gcc options: -shared -fPIC -O2 -pthread
PHPBench PHP Benchmark Suite OpenBenchmarking.org Score, More Is Better PHPBench 0.8.1 PHP Benchmark Suite Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 80K 160K 240K 320K 400K SE +/- 130.46, N = 3 SE +/- 202.51, N = 3 SE +/- 1521.00, N = 3 SE +/- 501.22, N = 3 393045 393201 396305 309890
OpenSSL RSA 4096-bit Performance OpenBenchmarking.org Signs Per Second, More Is Better OpenSSL 1.1.1 RSA 4096-bit Performance Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 1000 2000 3000 4000 5000 SE +/- 15.82, N = 3 SE +/- 20.77, N = 3 SE +/- 13.83, N = 3 SE +/- 22.11, N = 3 4583 4583 4590 4576 1. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl
NAS Parallel Benchmarks Test / Class: EP.C OpenBenchmarking.org Total Mop/s, More Is Better NAS Parallel Benchmarks 3.3.1 Test / Class: EP.C Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 200 400 600 800 1000 SE +/- 8.51, N = 3 SE +/- 10.60, N = 3 SE +/- 9.42, N = 15 SE +/- 0.36, N = 3 851 884 923 461 1. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi 2. Open MPI 2.0.2
NAS Parallel Benchmarks Test / Class: FT.A OpenBenchmarking.org Total Mop/s, More Is Better NAS Parallel Benchmarks 3.3.1 Test / Class: FT.A Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 1000 2000 3000 4000 5000 SE +/- 8.03, N = 3 SE +/- 6.86, N = 3 SE +/- 7.97, N = 3 SE +/- 120.27, N = 12 3237 4445 4400 2447 1. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi 2. Open MPI 2.0.2
NAS Parallel Benchmarks Test / Class: FT.B OpenBenchmarking.org Total Mop/s, More Is Better NAS Parallel Benchmarks 3.3.1 Test / Class: FT.B Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 1000 2000 3000 4000 5000 SE +/- 4.71, N = 3 SE +/- 12.41, N = 3 SE +/- 14.86, N = 3 SE +/- 73.99, N = 15 3409 4804 4734 1991 1. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi 2. Open MPI 2.0.2
PostgreSQL pgbench Scaling: Buffer Test - Test: Normal Load - Mode: Read Only OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 10.3 Scaling: Buffer Test - Test: Normal Load - Mode: Read Only Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 80K 160K 240K 320K 400K SE +/- 3325.76, N = 3 SE +/- 1977.63, N = 3 SE +/- 2741.64, N = 3 SE +/- 1336.66, N = 3 389965 387941 393695 374295 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm
PostgreSQL pgbench Scaling: Buffer Test - Test: Normal Load - Mode: Read Write OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 10.3 Scaling: Buffer Test - Test: Normal Load - Mode: Read Write Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 8K 16K 24K 32K 40K SE +/- 64.02, N = 3 SE +/- 60.44, N = 3 SE +/- 18.63, N = 3 SE +/- 67.51, N = 3 35065 35079 35413 34731 1. (CC) gcc options: -fno-strict-aliasing -fwrapv -O2 -lpgcommon -lpgport -lpq -lpthread -lrt -lcrypt -ldl -lm
ctx_clock Context Switch Time OpenBenchmarking.org Clocks, Fewer Is Better ctx_clock Context Switch Time Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 30 60 90 120 150 132 154 154 132
NAMD ATPase Simulation - 327,506 Atoms OpenBenchmarking.org days/ns, Fewer Is Better NAMD 2.13b1 ATPase Simulation - 327,506 Atoms Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 0.2062 0.4124 0.6186 0.8248 1.031 SE +/- 0.00156, N = 3 SE +/- 0.00548, N = 3 SE +/- 0.00060, N = 3 SE +/- 0.00024, N = 3 0.90958 0.91657 0.90951 0.91092
PyBench Total For Average Test Times OpenBenchmarking.org Milliseconds, Fewer Is Better PyBench 2018-02-16 Total For Average Test Times Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 400 800 1200 1600 2000 SE +/- 2.52, N = 3 SE +/- 7.09, N = 3 SE +/- 2.19, N = 3 SE +/- 1.33, N = 3 1465 1468 1466 1993
MKL-DNN Harness: Convolution Batch conv_alexnet - Data Type: f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN 2019-04-16 Harness: Convolution Batch conv_alexnet - Data Type: f32 Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 70 140 210 280 350 SE +/- 4.35, N = 3 SE +/- 0.98, N = 3 SE +/- 2.64, N = 3 SE +/- 4.17, N = 3 300 297 295 328 MIN: 284.28 MIN: 287.79 MIN: 286.08 MIN: 288.84 1. (CXX) g++ options: -std=c++11 -march=native -mtune=native -fPIC -fopenmp -O3 -pie -lmklml_intel -ldl
MKL-DNN Harness: Deconvolution Batch deconv_all - Data Type: f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN 2019-04-16 Harness: Deconvolution Batch deconv_all - Data Type: f32 Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 1200 2400 3600 4800 6000 SE +/- 8.80, N = 3 SE +/- 51.56, N = 6 SE +/- 40.49, N = 3 SE +/- 81.53, N = 3 4681 4589 4522 5748 MIN: 4542.68 MIN: 4374.56 MIN: 4367.56 MIN: 4893.14 1. (CXX) g++ options: -std=c++11 -march=native -mtune=native -fPIC -fopenmp -O3 -pie -lmklml_intel -ldl
MKL-DNN Harness: Convolution Batch conv_googlenet_v3 - Data Type: f32 OpenBenchmarking.org ms, Fewer Is Better MKL-DNN 2019-04-16 Harness: Convolution Batch conv_googlenet_v3 - Data Type: f32 Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 30 60 90 120 150 SE +/- 0.35, N = 3 SE +/- 0.61, N = 3 SE +/- 1.42, N = 3 SE +/- 1.92, N = 3 131 129 130 146 MIN: 125.04 MIN: 123.45 MIN: 122.74 MIN: 128.19 1. (CXX) g++ options: -std=c++11 -march=native -mtune=native -fPIC -fopenmp -O3 -pie -lmklml_intel -ldl
Numpy Benchmark OpenBenchmarking.org Nanoseconds, Fewer Is Better Numpy Benchmark Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 2M 4M 6M 8M 10M 8474464 8456027 8655647 9217173
Parboil Test: OpenMP CUTCP OpenBenchmarking.org Seconds, Fewer Is Better Parboil 2.5 Test: OpenMP CUTCP Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 0.4343 0.8686 1.3029 1.7372 2.1715 SE +/- 0.03, N = 4 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.00, N = 3 1.88 1.87 1.93 1.87 1. (CXX) g++ options: -lm -lpthread -lgomp -O3 -ffast-math -fopenmp
Parboil Test: OpenMP Stencil OpenBenchmarking.org Seconds, Fewer Is Better Parboil 2.5 Test: OpenMP Stencil Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 3 6 9 12 15 SE +/- 0.45, N = 15 SE +/- 0.53, N = 15 SE +/- 0.24, N = 15 SE +/- 0.61, N = 15 9.87 10.13 9.22 13.47 1. (CXX) g++ options: -lm -lpthread -lgomp -O3 -ffast-math -fopenmp
Rodinia Test: OpenMP LavaMD OpenBenchmarking.org Seconds, Fewer Is Better Rodinia 2.4 Test: OpenMP LavaMD Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 7 14 21 28 35 SE +/- 0.09, N = 3 SE +/- 0.09, N = 3 SE +/- 0.01, N = 3 SE +/- 0.11, N = 3 13.06 13.08 12.99 30.42 1. (CXX) g++ options: -O2 -lOpenCL
Rodinia Test: OpenMP CFD Solver OpenBenchmarking.org Seconds, Fewer Is Better Rodinia 2.4 Test: OpenMP CFD Solver Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 3 6 9 12 15 SE +/- 0.07, N = 3 SE +/- 0.13, N = 3 SE +/- 0.11, N = 3 SE +/- 0.11, N = 3 10.68 10.67 10.76 12.30 1. (CXX) g++ options: -O2 -lOpenCL
Rodinia Test: OpenMP Streamcluster OpenBenchmarking.org Seconds, Fewer Is Better Rodinia 2.4 Test: OpenMP Streamcluster Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 5 10 15 20 25 SE +/- 0.53, N = 15 SE +/- 0.15, N = 3 SE +/- 0.42, N = 12 SE +/- 0.65, N = 12 17.51 16.11 17.77 20.03 1. (CXX) g++ options: -O2 -lOpenCL
Timed HMMer Search Pfam Database Search OpenBenchmarking.org Seconds, Fewer Is Better Timed HMMer Search 2.3.2 Pfam Database Search Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 2 4 6 8 10 SE +/- 0.06, N = 3 SE +/- 0.10, N = 4 SE +/- 0.04, N = 3 SE +/- 0.05, N = 3 7.23 7.18 7.19 8.25 1. (CC) gcc options: -O2 -pthread -lhmmer -lsquid -lm
Timed MAFFT Alignment Multiple Sequence Alignment OpenBenchmarking.org Seconds, Fewer Is Better Timed MAFFT Alignment 7.392 Multiple Sequence Alignment Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 0.8798 1.7596 2.6394 3.5192 4.399 SE +/- 0.06, N = 15 SE +/- 0.07, N = 15 SE +/- 0.08, N = 15 SE +/- 0.09, N = 15 3.83 3.91 3.80 3.34 1. (CC) gcc options: -std=c99 -O3 -lm -lpthread
Timed GCC Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed GCC Compilation 8.2 Time To Compile Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 200 400 600 800 1000 997 999 997 989
Timed Linux Kernel Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed Linux Kernel Compilation 4.18 Time To Compile Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 10 20 30 40 50 SE +/- 0.32, N = 13 SE +/- 0.28, N = 15 SE +/- 0.28, N = 15 SE +/- 0.35, N = 13 36.96 37.00 36.86 41.92
Timed LLVM Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed LLVM Compilation 6.0.1 Time To Compile Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 50 100 150 200 250 201 195 209 226
POV-Ray Trace Time OpenBenchmarking.org Seconds, Fewer Is Better POV-Ray 3.7.0.7 Trace Time Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 6 12 18 24 30 SE +/- 0.12, N = 3 SE +/- 0.07, N = 3 SE +/- 0.18, N = 3 SE +/- 0.09, N = 3 22.34 22.34 22.41 23.15 1. (CXX) g++ options: -pipe -O3 -ffast-math -march=native -pthread -lSDL -lSM -lICE -lX11 -ltiff -ljpeg -lpng -lz -lrt -lm -lboost_thread -lboost_system
Cython benchmark OpenBenchmarking.org Seconds, Fewer Is Better Cython benchmark 0.27 Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 9 18 27 36 45 SE +/- 0.33, N = 3 SE +/- 0.12, N = 3 SE +/- 0.04, N = 3 SE +/- 0.20, N = 3 33.08 32.98 32.83 38.52
Perl Benchmarks Test: Pod2html OpenBenchmarking.org Seconds, Fewer Is Better Perl Benchmarks Test: Pod2html Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 0.0437 0.0874 0.1311 0.1748 0.2185 SE +/- 0.00092862, N = 3 SE +/- 0.00042886, N = 3 SE +/- 0.00010418, N = 3 SE +/- 0.00059088, N = 3 0.19089546 0.19025251 0.19075409 0.19430801
Perl Benchmarks Test: Interpreter OpenBenchmarking.org Seconds, Fewer Is Better Perl Benchmarks Test: Interpreter Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 0.0006 0.0012 0.0018 0.0024 0.003 SE +/- 0.00002062, N = 3 SE +/- 0.00000780, N = 3 SE +/- 0.00001889, N = 3 SE +/- 0.00000080, N = 3 0.00222401 0.00227404 0.00224459 0.00265858
Blender Blend File: BMW27 - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.79a Blend File: BMW27 - Compute: CPU-Only Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 20 40 60 80 100 101 101 102 101
Blender Blend File: Barbershop - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.79a Blend File: Barbershop - Compute: CPU-Only Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 110 220 330 440 550 504 504 503 486
Scikit-Learn OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 0.17.1 Ubuntu 19.04 Ubuntu 19.04 + Linux 5.2 Ubuntu 19.04 + Linux 5.2 + No Spec Ubuntu 17.04 7 14 21 28 35 SE +/- 0.02, N = 3 SE +/- 0.05, N = 3 SE +/- 0.07, N = 3 SE +/- 0.15, N = 3 12.34 12.49 12.48 28.62
Phoronix Test Suite v10.8.4