AMD Ryzen 9 3900XT Zen 2 comparison after two years of Ubuntu Linux... Benchmarks for a future article on Phoronix by Michael Larabel.
Compare your own system(s) to this result file with the
Phoronix Test Suite by running the command:
phoronix-test-suite benchmark 2110109-TJ-UBUNTUZEN05 AMD Ryzen 9 3900XT - Ubuntu 19.10 vs. Ubuntu 21.10 - Phoronix Test Suite AMD Ryzen 9 3900XT - Ubuntu 19.10 vs. Ubuntu 21.10 AMD Ryzen 9 3900XT Zen 2 comparison after two years of Ubuntu Linux... Benchmarks for a future article on Phoronix by Michael Larabel.
HTML result view exported from: https://openbenchmarking.org/result/2110109-TJ-UBUNTUZEN05 .
AMD Ryzen 9 3900XT - Ubuntu 19.10 vs. Ubuntu 21.10 Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server OpenGL Vulkan Compiler File-System Screen Resolution Ubuntu 19.10 Ubuntu 21.10 AMD Ryzen 9 3900XT 12-Core @ 3.80GHz (12 Cores / 24 Threads) MSI MEG X570 GODLIKE (MS-7C34) v1.0 (1.B3 BIOS) AMD Starship/Matisse 16GB 500GB Seagate FireCuda 520 SSD ZP500GM30002 AMD Radeon RX 56/64 8GB (1630/945MHz) AMD Vega 10 HDMI Audio ASUS MG28U Realtek Device 2600 + Realtek Device 3000 + Intel Device 2723 Ubuntu 19.10 5.3.0-18-generic (x86_64) GNOME Shell 3.34.1 X Server 1.20.5 4.5 Mesa 19.2.1 (LLVM 9.0.0) 1.1.107 GCC 9.2.1 20191008 ext4 3840x2160 500GB Seagate FireCuda 520 SSD ZP500GM30002 + 0GB Ultra Luxe AMD Radeon RX 56/64 (1630/945MHz) Realtek Device 2600 + Realtek Killer E3000 2.5GbE + Intel Wi-Fi 6 AX200 Ubuntu 21.10 5.13.0-16-generic (x86_64) GNOME Shell 40.5 X Server + Wayland 1.2.182 GCC 11.2.0 OpenBenchmarking.org Kernel Details - Transparent Huge Pages: madvise Compiler Details - Ubuntu 19.10: --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++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-offload-targets=nvptx-none,hsa --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=auto --with-tune=generic --without-cuda-driver -v - Ubuntu 21.10: --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --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++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-ZPT0kp/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-ZPT0kp/gcc-11-11.2.0/debian/tmp-gcn/usr --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-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details - Ubuntu 19.10: Scaling Governor: acpi-cpufreq ondemand (Boost: Enabled) - CPU Microcode: 0x8701021 - Ubuntu 21.10: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0x8701021 Graphics Details - Ubuntu 19.10: GLAMOR - BAR1 / Visible vRAM Size: 256 MB Java Details - Ubuntu 19.10: OpenJDK Runtime Environment (build 11.0.7+10-post-Ubuntu-2ubuntu219.10) - Ubuntu 21.10: OpenJDK Runtime Environment (build 11.0.12+7-Ubuntu-0ubuntu3) Python Details - Ubuntu 19.10: Python 3.7.5 - Ubuntu 21.10: Python 3.9.7 Security Details - Ubuntu 19.10: 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 - Ubuntu 21.10: 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 + srbds: Not affected + tsx_async_abort: Not affected
AMD Ryzen 9 3900XT - Ubuntu 19.10 vs. Ubuntu 21.10 etlegacy: 1920 x 1080 etlegacy: 3840 x 2160 tesseract: 1920 x 1080 tesseract: 3840 x 2160 xonotic: 3840 x 2160 - High xonotic: 3840 x 2160 - Ultra xonotic: 3840 x 2160 - Ultimate yquake2: OpenGL 1.x - 1920 x 1080 yquake2: OpenGL 1.x - 3840 x 2160 yquake2: OpenGL 3.x - 1920 x 1080 yquake2: OpenGL 3.x - 3840 x 2160 npb: CG.C npb: LU.C npb: MG.C npb: SP.B npb: SP.C cloverleaf: Lagrangian-Eulerian Hydrodynamics namd: ATPase Simulation - 327,506 Atoms renaissance: Scala Dotty compress-lz4: 3 - Compression Speed compress-lz4: 3 - Decompression Speed compress-zstd: 8 - Compression Speed compress-zstd: 8 - Decompression Speed compress-zstd: 19 - Compression Speed compress-zstd: 19 - Decompression Speed jpegxl: PNG - 5 jpegxl: PNG - 8 aom-av1: Speed 6 Realtime - Bosphorus 4K aom-av1: Speed 9 Realtime - Bosphorus 4K svt-av1: Preset 4 - Bosphorus 4K svt-av1: Preset 8 - Bosphorus 4K svt-av1: Preset 4 - Bosphorus 1080p svt-av1: Preset 8 - Bosphorus 1080p svt-hevc: 1 - Bosphorus 1080p svt-hevc: 7 - Bosphorus 1080p svt-hevc: 10 - Bosphorus 1080p svt-vp9: PSNR/SSIM Optimized - Bosphorus 1080p vpxenc: Speed 5 - Bosphorus 4K vpxenc: Speed 5 - Bosphorus 1080p x265: Bosphorus 4K x265: Bosphorus 1080p mt-dgemm: Sustained Floating-Point Rate stockfish: Total Time asmfish: 1024 Hash Memory, 26 Depth build-ffmpeg: Time To Compile compress-xz: Compressing ubuntu-16.04.3-server-i386.img, Compression Level 9 encode-flac: WAV To FLAC tachyon: Total Time synthmark: VoiceMark_100 openssl: SHA256 openssl: RSA4096 openssl: RSA4096 gromacs: MPI CPU - water_GMX50_bare mnn: mobilenetV3 mnn: squeezenetv1.1 mnn: resnet-v2-50 mnn: SqueezeNetV1.0 mnn: MobileNetV2_224 mnn: mobilenet-v1-1.0 mnn: inception-v3 ncnn: CPU - mobilenet ncnn: CPU-v2-v2 - mobilenet-v2 ncnn: CPU-v3-v3 - mobilenet-v3 ncnn: CPU - shufflenet-v2 ncnn: CPU - mnasnet ncnn: CPU - efficientnet-b0 ncnn: CPU - blazeface ncnn: CPU - googlenet ncnn: CPU - vgg16 ncnn: CPU - resnet18 ncnn: CPU - alexnet ncnn: CPU - resnet50 ncnn: CPU - yolov4-tiny ncnn: CPU - squeezenet_ssd ncnn: CPU - regnety_400m ncnn: Vulkan GPU - mobilenet ncnn: Vulkan GPU-v2-v2 - mobilenet-v2 ncnn: Vulkan GPU-v3-v3 - mobilenet-v3 ncnn: Vulkan GPU - shufflenet-v2 ncnn: Vulkan GPU - mnasnet ncnn: Vulkan GPU - efficientnet-b0 ncnn: Vulkan GPU - blazeface ncnn: Vulkan GPU - googlenet ncnn: Vulkan GPU - vgg16 ncnn: Vulkan GPU - resnet18 ncnn: Vulkan GPU - alexnet ncnn: Vulkan GPU - resnet50 ncnn: Vulkan GPU - yolov4-tiny ncnn: Vulkan GPU - squeezenet_ssd ncnn: Vulkan GPU - regnety_400m indigobench: CPU - Bedroom indigobench: CPU - Supercar rocksdb: Rand Fill rocksdb: Rand Read blender: BMW27 - CPU-Only blender: Classroom - CPU-Only pybench: Total For Average Test Times pyperformance: go pyperformance: 2to3 pyperformance: chaos pyperformance: pathlib pyperformance: regex_compile pyperformance: python_startup pyperformance: django_template pyperformance: pickle_pure_python appleseed: Emily appleseed: Disney Material appleseed: Material Tester phpbench: PHP Benchmark Suite selenium: ARES-6 - Firefox selenium: StyleBench - Firefox selenium: Jetstream 2 - Firefox selenium: Speedometer - Firefox selenium: PSPDFKit WASM - Firefox git: Time To Complete Common Git Commands brl-cad: VGR Performance Metric v-ray: CPU Ubuntu 19.10 Ubuntu 21.10 454.5 444.0 428.5102 318.1735 435.6840882 381.7336497 293.3164160 753.3 644.7 908.9 916.8 6995.27 24905.47 13431.14 8909.78 5261.57 134.38 1.49809 805.6 60.88 10543.3 1282.6 3806.1 37.5 3323.2 46.70 0.89 15.43 49.39 1.648 18.433 5.227 64.675 11.71 151.57 278.29 206.45 13.82 26.65 19.58 61.58 4.186831 39264331 39787936 38.796 25.427 13.940 60.1184 670.474 17925407470 3551.9 229876.3 1.131 2.936 4.825 34.512 6.803 4.586 5.495 31.650 16.00 5.20 4.58 5.06 4.63 6.86 2.11 16.53 59.82 16.37 12.59 26.49 26.20 18.83 11.90 11.84 6.39 7.92 4.50 7.32 15.79 1.90 16.17 38.90 6.42 10.36 17.45 20.21 12.78 9.35 2.882 6.144 973718 72184348 105.07 303.06 921 223 286 103 16.7 162 11.9 49.8 422 260.63497 156.85189 158.008326 696173 48.12 87.9 102.254 102.1 3078 45.789 190898 14415 539.1 508.1 797.3294 340.6871 467.7881184 403.4132669 304.1514878 941.0 867.3 981.9 987.5 7075.55 25245.58 13425.58 8914.81 5298.41 133.72 1.49551 706.7 60.94 10593.8 1312.1 4066.4 37.2 3507.2 49.07 0.9 16.53 48.59 1.669 17.508 5.223 64.657 11.59 158.83 290.05 206.06 14.57 31.74 19.24 60.92 4.434919 38788882 39947743 37.269 25.794 13.225 59.8075 811.395 17036576568 3554.4 230097.1 1.128 2.532 4.600 33.793 6.578 4.274 5.412 31.107 15.64 4.89 4.27 4.93 4.37 6.42 2.07 15.87 59.96 15.85 12.30 25.61 25.07 17.89 10.78 8.14 2.90 3.74 2.52 3.04 9.09 1.59 5.73 9.54 2.35 4.02 6.16 11.13 5.17 4.54 2.881 6.182 977527 68886640 105.76 303.22 890 221 280 98.5 15.3 151 6.31 41.1 393 260.550744 158.820565 157.152413 757984 40.28 105 93.589 158 3097 44.161 189236 14297 OpenBenchmarking.org
ET: Legacy Resolution: 1920 x 1080 OpenBenchmarking.org Frames Per Second, More Is Better ET: Legacy 2.78 Resolution: 1920 x 1080 Ubuntu 19.10 Ubuntu 21.10 120 240 360 480 600 SE +/- 5.72, N = 3 SE +/- 3.81, N = 15 454.5 539.1
ET: Legacy Resolution: 3840 x 2160 OpenBenchmarking.org Frames Per Second, More Is Better ET: Legacy 2.78 Resolution: 3840 x 2160 Ubuntu 19.10 Ubuntu 21.10 110 220 330 440 550 SE +/- 5.26, N = 3 SE +/- 2.59, N = 3 444.0 508.1
Tesseract Resolution: 1920 x 1080 OpenBenchmarking.org Frames Per Second, More Is Better Tesseract 2014-05-12 Resolution: 1920 x 1080 Ubuntu 19.10 Ubuntu 21.10 200 400 600 800 1000 SE +/- 3.53, N = 3 SE +/- 9.89, N = 4 428.51 797.33
Tesseract Resolution: 3840 x 2160 OpenBenchmarking.org Frames Per Second, More Is Better Tesseract 2014-05-12 Resolution: 3840 x 2160 Ubuntu 19.10 Ubuntu 21.10 70 140 210 280 350 SE +/- 3.82, N = 3 SE +/- 4.17, N = 4 318.17 340.69
Xonotic Resolution: 3840 x 2160 - Effects Quality: High OpenBenchmarking.org Frames Per Second, More Is Better Xonotic 0.8.2 Resolution: 3840 x 2160 - Effects Quality: High Ubuntu 19.10 Ubuntu 21.10 100 200 300 400 500 SE +/- 2.52, N = 3 SE +/- 2.73, N = 3 435.68 467.79 MIN: 240 / MAX: 715 MIN: 185 / MAX: 744
Xonotic Resolution: 3840 x 2160 - Effects Quality: Ultra OpenBenchmarking.org Frames Per Second, More Is Better Xonotic 0.8.2 Resolution: 3840 x 2160 - Effects Quality: Ultra Ubuntu 19.10 Ubuntu 21.10 90 180 270 360 450 SE +/- 2.19, N = 3 SE +/- 2.81, N = 3 381.73 403.41 MIN: 216 / MAX: 616 MIN: 207 / MAX: 635
Xonotic Resolution: 3840 x 2160 - Effects Quality: Ultimate OpenBenchmarking.org Frames Per Second, More Is Better Xonotic 0.8.2 Resolution: 3840 x 2160 - Effects Quality: Ultimate Ubuntu 19.10 Ubuntu 21.10 70 140 210 280 350 SE +/- 1.04, N = 3 SE +/- 0.50, N = 3 293.32 304.15 MIN: 53 / MAX: 513 MIN: 53 / MAX: 531
yquake2 Renderer: OpenGL 1.x - Resolution: 1920 x 1080 OpenBenchmarking.org Frames Per Second, More Is Better yquake2 8.0 Renderer: OpenGL 1.x - Resolution: 1920 x 1080 Ubuntu 19.10 Ubuntu 21.10 200 400 600 800 1000 SE +/- 3.60, N = 3 SE +/- 3.27, N = 3 753.3 941.0 1. (CC) gcc options: -lm -ldl -rdynamic -shared -lSDL2 -O2 -pipe -fomit-frame-pointer -std=gnu99 -fno-strict-aliasing -fwrapv -fvisibility=hidden -MMD -mfpmath=sse -fPIC
yquake2 Renderer: OpenGL 1.x - Resolution: 3840 x 2160 OpenBenchmarking.org Frames Per Second, More Is Better yquake2 8.0 Renderer: OpenGL 1.x - Resolution: 3840 x 2160 Ubuntu 19.10 Ubuntu 21.10 200 400 600 800 1000 SE +/- 1.71, N = 3 SE +/- 3.10, N = 3 644.7 867.3 1. (CC) gcc options: -lm -ldl -rdynamic -shared -lSDL2 -O2 -pipe -fomit-frame-pointer -std=gnu99 -fno-strict-aliasing -fwrapv -fvisibility=hidden -MMD -mfpmath=sse -fPIC
yquake2 Renderer: OpenGL 3.x - Resolution: 1920 x 1080 OpenBenchmarking.org Frames Per Second, More Is Better yquake2 8.0 Renderer: OpenGL 3.x - Resolution: 1920 x 1080 Ubuntu 19.10 Ubuntu 21.10 200 400 600 800 1000 SE +/- 1.77, N = 3 SE +/- 1.03, N = 3 908.9 981.9 1. (CC) gcc options: -lm -ldl -rdynamic -shared -lSDL2 -O2 -pipe -fomit-frame-pointer -std=gnu99 -fno-strict-aliasing -fwrapv -fvisibility=hidden -MMD -mfpmath=sse -fPIC
yquake2 Renderer: OpenGL 3.x - Resolution: 3840 x 2160 OpenBenchmarking.org Frames Per Second, More Is Better yquake2 8.0 Renderer: OpenGL 3.x - Resolution: 3840 x 2160 Ubuntu 19.10 Ubuntu 21.10 200 400 600 800 1000 SE +/- 0.47, N = 3 SE +/- 1.53, N = 3 916.8 987.5 1. (CC) gcc options: -lm -ldl -rdynamic -shared -lSDL2 -O2 -pipe -fomit-frame-pointer -std=gnu99 -fno-strict-aliasing -fwrapv -fvisibility=hidden -MMD -mfpmath=sse -fPIC
NAS Parallel Benchmarks Test / Class: CG.C OpenBenchmarking.org Total Mop/s, More Is Better NAS Parallel Benchmarks 3.4 Test / Class: CG.C Ubuntu 19.10 Ubuntu 21.10 1500 3000 4500 6000 7500 SE +/- 21.33, N = 3 SE +/- 14.77, N = 3 6995.27 7075.55 -pthread -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 1. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi 2. Ubuntu 19.10: Open MPI 3.1.3 3. Ubuntu 21.10: Open MPI 4.1.0
NAS Parallel Benchmarks Test / Class: LU.C OpenBenchmarking.org Total Mop/s, More Is Better NAS Parallel Benchmarks 3.4 Test / Class: LU.C Ubuntu 19.10 Ubuntu 21.10 5K 10K 15K 20K 25K SE +/- 12.98, N = 3 SE +/- 6.18, N = 3 24905.47 25245.58 -pthread -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 1. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi 2. Ubuntu 19.10: Open MPI 3.1.3 3. Ubuntu 21.10: Open MPI 4.1.0
NAS Parallel Benchmarks Test / Class: MG.C OpenBenchmarking.org Total Mop/s, More Is Better NAS Parallel Benchmarks 3.4 Test / Class: MG.C Ubuntu 19.10 Ubuntu 21.10 3K 6K 9K 12K 15K SE +/- 7.22, N = 3 SE +/- 3.19, N = 3 13431.14 13425.58 -pthread -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 1. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi 2. Ubuntu 19.10: Open MPI 3.1.3 3. Ubuntu 21.10: Open MPI 4.1.0
NAS Parallel Benchmarks Test / Class: SP.B OpenBenchmarking.org Total Mop/s, More Is Better NAS Parallel Benchmarks 3.4 Test / Class: SP.B Ubuntu 19.10 Ubuntu 21.10 2K 4K 6K 8K 10K SE +/- 12.31, N = 3 SE +/- 35.42, N = 3 8909.78 8914.81 -pthread -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 1. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi 2. Ubuntu 19.10: Open MPI 3.1.3 3. Ubuntu 21.10: Open MPI 4.1.0
NAS Parallel Benchmarks Test / Class: SP.C OpenBenchmarking.org Total Mop/s, More Is Better NAS Parallel Benchmarks 3.4 Test / Class: SP.C Ubuntu 19.10 Ubuntu 21.10 1100 2200 3300 4400 5500 SE +/- 0.89, N = 3 SE +/- 26.57, N = 3 5261.57 5298.41 -pthread -lopen-rte -lopen-pal -lhwloc -levent_core -levent_pthreads -lm -lz 1. (F9X) gfortran options: -O3 -march=native -lmpi_usempif08 -lmpi_mpifh -lmpi 2. Ubuntu 19.10: Open MPI 3.1.3 3. Ubuntu 21.10: Open MPI 4.1.0
CloverLeaf Lagrangian-Eulerian Hydrodynamics OpenBenchmarking.org Seconds, Fewer Is Better CloverLeaf Lagrangian-Eulerian Hydrodynamics Ubuntu 19.10 Ubuntu 21.10 30 60 90 120 150 SE +/- 0.12, N = 3 SE +/- 0.08, N = 3 134.38 133.72 1. (F9X) gfortran options: -O3 -march=native -funroll-loops -fopenmp
NAMD ATPase Simulation - 327,506 Atoms OpenBenchmarking.org days/ns, Fewer Is Better NAMD 2.14 ATPase Simulation - 327,506 Atoms Ubuntu 19.10 Ubuntu 21.10 0.3371 0.6742 1.0113 1.3484 1.6855 SE +/- 0.00235, N = 3 SE +/- 0.00185, N = 3 1.49809 1.49551
Renaissance Test: Scala Dotty OpenBenchmarking.org ms, Fewer Is Better Renaissance 0.12 Test: Scala Dotty Ubuntu 19.10 Ubuntu 21.10 200 400 600 800 1000 SE +/- 5.99, N = 3 SE +/- 6.40, N = 3 805.6 706.7 MIN: 592.99 / MAX: 1336.15 MIN: 587.36 / MAX: 1274.41
LZ4 Compression Compression Level: 3 - Compression Speed OpenBenchmarking.org MB/s, More Is Better LZ4 Compression 1.9.3 Compression Level: 3 - Compression Speed Ubuntu 19.10 Ubuntu 21.10 14 28 42 56 70 SE +/- 0.48, N = 3 SE +/- 0.51, N = 15 60.88 60.94 1. (CC) gcc options: -O3
LZ4 Compression Compression Level: 3 - Decompression Speed OpenBenchmarking.org MB/s, More Is Better LZ4 Compression 1.9.3 Compression Level: 3 - Decompression Speed Ubuntu 19.10 Ubuntu 21.10 2K 4K 6K 8K 10K SE +/- 16.81, N = 3 SE +/- 25.62, N = 15 10543.3 10593.8 1. (CC) gcc options: -O3
Zstd Compression Compression Level: 8 - Compression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.5.0 Compression Level: 8 - Compression Speed Ubuntu 19.10 Ubuntu 21.10 300 600 900 1200 1500 SE +/- 11.64, N = 15 SE +/- 13.32, N = 3 1282.6 1312.1 1. (CC) gcc options: -O3 -pthread -lz
Zstd Compression Compression Level: 8 - Decompression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.5.0 Compression Level: 8 - Decompression Speed Ubuntu 19.10 Ubuntu 21.10 900 1800 2700 3600 4500 SE +/- 8.17, N = 15 SE +/- 3.56, N = 3 3806.1 4066.4 1. (CC) gcc options: -O3 -pthread -lz
Zstd Compression Compression Level: 19 - Compression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.5.0 Compression Level: 19 - Compression Speed Ubuntu 19.10 Ubuntu 21.10 9 18 27 36 45 SE +/- 0.25, N = 3 SE +/- 0.09, N = 3 37.5 37.2 1. (CC) gcc options: -O3 -pthread -lz
Zstd Compression Compression Level: 19 - Decompression Speed OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.5.0 Compression Level: 19 - Decompression Speed Ubuntu 19.10 Ubuntu 21.10 800 1600 2400 3200 4000 SE +/- 32.67, N = 3 SE +/- 34.79, N = 3 3323.2 3507.2 1. (CC) gcc options: -O3 -pthread -lz
JPEG XL libjxl Input: PNG - Encode Speed: 5 OpenBenchmarking.org MP/s, More Is Better JPEG XL libjxl 0.5 Input: PNG - Encode Speed: 5 Ubuntu 19.10 Ubuntu 21.10 11 22 33 44 55 SE +/- 0.12, N = 3 SE +/- 0.04, N = 3 46.70 49.07 -lbrotlidec -lbrotlicommon -lbrotlienc -pthread -fPIE -pie 1. (CXX) g++ options: -funwind-tables -O3 -O2
JPEG XL libjxl Input: PNG - Encode Speed: 8 OpenBenchmarking.org MP/s, More Is Better JPEG XL libjxl 0.5 Input: PNG - Encode Speed: 8 Ubuntu 19.10 Ubuntu 21.10 0.2025 0.405 0.6075 0.81 1.0125 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 0.89 0.90 -lbrotlidec -lbrotlicommon -lbrotlienc -pthread -fPIE -pie 1. (CXX) g++ options: -funwind-tables -O3 -O2
AOM AV1 Encoder Mode: Speed 6 Realtime - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better AOM AV1 3.1 Encoder Mode: Speed 6 Realtime - Input: Bosphorus 4K Ubuntu 19.10 Ubuntu 21.10 4 8 12 16 20 SE +/- 0.07, N = 3 SE +/- 0.08, N = 3 15.43 16.53 -lpthread 1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm
AOM AV1 Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better AOM AV1 3.1 Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4K Ubuntu 19.10 Ubuntu 21.10 11 22 33 44 55 SE +/- 0.20, N = 3 SE +/- 0.11, N = 3 49.39 48.59 -lpthread 1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm
SVT-AV1 Encoder Mode: Preset 4 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 0.8.7 Encoder Mode: Preset 4 - Input: Bosphorus 4K Ubuntu 19.10 Ubuntu 21.10 0.3755 0.751 1.1265 1.502 1.8775 SE +/- 0.002, N = 3 SE +/- 0.006, N = 3 1.648 1.669 1. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie
SVT-AV1 Encoder Mode: Preset 8 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 0.8.7 Encoder Mode: Preset 8 - Input: Bosphorus 4K Ubuntu 19.10 Ubuntu 21.10 5 10 15 20 25 SE +/- 0.07, N = 3 SE +/- 0.08, N = 3 18.43 17.51 1. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie
SVT-AV1 Encoder Mode: Preset 4 - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 0.8.7 Encoder Mode: Preset 4 - Input: Bosphorus 1080p Ubuntu 19.10 Ubuntu 21.10 1.1761 2.3522 3.5283 4.7044 5.8805 SE +/- 0.004, N = 3 SE +/- 0.019, N = 3 5.227 5.223 1. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie
SVT-AV1 Encoder Mode: Preset 8 - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-AV1 0.8.7 Encoder Mode: Preset 8 - Input: Bosphorus 1080p Ubuntu 19.10 Ubuntu 21.10 14 28 42 56 70 SE +/- 0.20, N = 3 SE +/- 0.31, N = 3 64.68 64.66 1. (CXX) g++ options: -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq -pie
SVT-HEVC Tuning: 1 - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-HEVC 1.5.0 Tuning: 1 - Input: Bosphorus 1080p Ubuntu 19.10 Ubuntu 21.10 3 6 9 12 15 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 11.71 11.59 1. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt
SVT-HEVC Tuning: 7 - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-HEVC 1.5.0 Tuning: 7 - Input: Bosphorus 1080p Ubuntu 19.10 Ubuntu 21.10 40 80 120 160 200 SE +/- 0.48, N = 3 SE +/- 0.06, N = 3 151.57 158.83 1. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt
SVT-HEVC Tuning: 10 - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-HEVC 1.5.0 Tuning: 10 - Input: Bosphorus 1080p Ubuntu 19.10 Ubuntu 21.10 60 120 180 240 300 SE +/- 0.08, N = 3 SE +/- 0.54, N = 3 278.29 290.05 1. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt
SVT-VP9 Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better SVT-VP9 0.3 Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080p Ubuntu 19.10 Ubuntu 21.10 50 100 150 200 250 SE +/- 0.44, N = 3 SE +/- 0.17, N = 3 206.45 206.06 1. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm
VP9 libvpx Encoding Speed: Speed 5 - Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better VP9 libvpx Encoding 1.10.0 Speed: Speed 5 - Input: Bosphorus 4K Ubuntu 19.10 Ubuntu 21.10 4 8 12 16 20 SE +/- 0.11, N = 3 SE +/- 0.13, N = 15 13.82 14.57 1. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=gnu++11
VP9 libvpx Encoding Speed: Speed 5 - Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better VP9 libvpx Encoding 1.10.0 Speed: Speed 5 - Input: Bosphorus 1080p Ubuntu 19.10 Ubuntu 21.10 7 14 21 28 35 SE +/- 0.17, N = 3 SE +/- 0.12, N = 3 26.65 31.74 1. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=gnu++11
x265 Video Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better x265 3.4 Video Input: Bosphorus 4K Ubuntu 19.10 Ubuntu 21.10 5 10 15 20 25 SE +/- 0.14, N = 3 SE +/- 0.03, N = 3 19.58 19.24 1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma
x265 Video Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better x265 3.4 Video Input: Bosphorus 1080p Ubuntu 19.10 Ubuntu 21.10 14 28 42 56 70 SE +/- 0.16, N = 3 SE +/- 0.46, N = 3 61.58 60.92 1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma
ACES DGEMM Sustained Floating-Point Rate OpenBenchmarking.org GFLOP/s, More Is Better ACES DGEMM 1.0 Sustained Floating-Point Rate Ubuntu 19.10 Ubuntu 21.10 0.9979 1.9958 2.9937 3.9916 4.9895 SE +/- 0.036921, N = 15 SE +/- 0.054020, N = 3 4.186831 4.434919 1. (CC) gcc options: -O3 -march=native -fopenmp
Stockfish Total Time OpenBenchmarking.org Nodes Per Second, More Is Better Stockfish 13 Total Time Ubuntu 19.10 Ubuntu 21.10 8M 16M 24M 32M 40M SE +/- 344358.26, N = 3 SE +/- 395256.04, N = 3 39264331 38788882 1. (CXX) g++ options: -lgcov -m64 -lpthread -fno-exceptions -std=c++17 -fprofile-use -fno-peel-loops -fno-tracer -pedantic -O3 -msse -msse3 -mpopcnt -mavx2 -msse4.1 -mssse3 -msse2 -flto -flto=jobserver
asmFish 1024 Hash Memory, 26 Depth OpenBenchmarking.org Nodes/second, More Is Better asmFish 2018-07-23 1024 Hash Memory, 26 Depth Ubuntu 19.10 Ubuntu 21.10 9M 18M 27M 36M 45M SE +/- 286086.06, N = 3 SE +/- 268748.21, N = 3 39787936 39947743
Timed FFmpeg Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed FFmpeg Compilation 4.4 Time To Compile Ubuntu 19.10 Ubuntu 21.10 9 18 27 36 45 SE +/- 0.15, N = 3 SE +/- 0.08, N = 3 38.80 37.27
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 Ubuntu 19.10 Ubuntu 21.10 6 12 18 24 30 SE +/- 0.08, N = 3 SE +/- 0.13, N = 3 25.43 25.79 -pthread 1. (CC) gcc options: -fvisibility=hidden -O2
FLAC Audio Encoding WAV To FLAC OpenBenchmarking.org Seconds, Fewer Is Better FLAC Audio Encoding 1.3.3 WAV To FLAC Ubuntu 19.10 Ubuntu 21.10 4 8 12 16 20 SE +/- 0.04, N = 5 SE +/- 0.07, N = 5 13.94 13.23 1. (CXX) g++ options: -fvisibility=hidden -logg -lm
Tachyon Total Time OpenBenchmarking.org Seconds, Fewer Is Better Tachyon 0.99b6 Total Time Ubuntu 19.10 Ubuntu 21.10 13 26 39 52 65 SE +/- 0.11, N = 3 SE +/- 0.11, N = 3 60.12 59.81 1. (CC) gcc options: -m64 -O3 -fomit-frame-pointer -ffast-math -ltachyon -lm -lpthread
Google SynthMark Test: VoiceMark_100 OpenBenchmarking.org Voices, More Is Better Google SynthMark 20201109 Test: VoiceMark_100 Ubuntu 19.10 Ubuntu 21.10 200 400 600 800 1000 SE +/- 2.13, N = 3 SE +/- 10.31, N = 3 670.47 811.40 1. (CXX) g++ options: -lm -lpthread -std=c++11 -Ofast
OpenSSL Algorithm: SHA256 OpenBenchmarking.org byte/s, More Is Better OpenSSL 3.0 Algorithm: SHA256 Ubuntu 19.10 Ubuntu 21.10 4000M 8000M 12000M 16000M 20000M SE +/- 100553740.62, N = 3 SE +/- 181854215.96, N = 5 17925407470 17036576568 1. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl
OpenSSL Algorithm: RSA4096 OpenBenchmarking.org sign/s, More Is Better OpenSSL 3.0 Algorithm: RSA4096 Ubuntu 19.10 Ubuntu 21.10 800 1600 2400 3200 4000 SE +/- 3.71, N = 3 SE +/- 3.20, N = 3 3551.9 3554.4 1. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl
OpenSSL Algorithm: RSA4096 OpenBenchmarking.org verify/s, More Is Better OpenSSL 3.0 Algorithm: RSA4096 Ubuntu 19.10 Ubuntu 21.10 50K 100K 150K 200K 250K SE +/- 63.36, N = 3 SE +/- 36.62, N = 3 229876.3 230097.1 1. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl
GROMACS Implementation: MPI CPU - Input: water_GMX50_bare OpenBenchmarking.org Ns Per Day, More Is Better GROMACS 2021.2 Implementation: MPI CPU - Input: water_GMX50_bare Ubuntu 19.10 Ubuntu 21.10 0.2545 0.509 0.7635 1.018 1.2725 SE +/- 0.002, N = 3 SE +/- 0.001, N = 3 1.131 1.128 -pthread 1. (CXX) g++ options: -O3
Mobile Neural Network Model: mobilenetV3 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 1.2 Model: mobilenetV3 Ubuntu 19.10 Ubuntu 21.10 0.6606 1.3212 1.9818 2.6424 3.303 SE +/- 0.004, N = 3 SE +/- 0.024, N = 3 2.936 2.532 MIN: 2.89 / MAX: 5.54 MIN: 2.45 / MAX: 11.6 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
Mobile Neural Network Model: squeezenetv1.1 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 1.2 Model: squeezenetv1.1 Ubuntu 19.10 Ubuntu 21.10 1.0856 2.1712 3.2568 4.3424 5.428 SE +/- 0.006, N = 3 SE +/- 0.037, N = 3 4.825 4.600 MIN: 4.75 / MAX: 16.01 MIN: 4.48 / MAX: 5.17 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
Mobile Neural Network Model: resnet-v2-50 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 1.2 Model: resnet-v2-50 Ubuntu 19.10 Ubuntu 21.10 8 16 24 32 40 SE +/- 0.22, N = 3 SE +/- 0.15, N = 3 34.51 33.79 MIN: 33.61 / MAX: 47.01 MIN: 32.65 / MAX: 42.76 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
Mobile Neural Network Model: SqueezeNetV1.0 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 1.2 Model: SqueezeNetV1.0 Ubuntu 19.10 Ubuntu 21.10 2 4 6 8 10 SE +/- 0.016, N = 3 SE +/- 0.037, N = 3 6.803 6.578 MIN: 6.73 / MAX: 17.71 MIN: 6.43 / MAX: 8.61 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
Mobile Neural Network Model: MobileNetV2_224 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 1.2 Model: MobileNetV2_224 Ubuntu 19.10 Ubuntu 21.10 1.0319 2.0638 3.0957 4.1276 5.1595 SE +/- 0.006, N = 3 SE +/- 0.036, N = 3 4.586 4.274 MIN: 4.54 / MAX: 5.17 MIN: 4.18 / MAX: 4.74 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
Mobile Neural Network Model: mobilenet-v1-1.0 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 1.2 Model: mobilenet-v1-1.0 Ubuntu 19.10 Ubuntu 21.10 1.2364 2.4728 3.7092 4.9456 6.182 SE +/- 0.021, N = 3 SE +/- 0.040, N = 3 5.495 5.412 MIN: 5.35 / MAX: 16.33 MIN: 5.26 / MAX: 5.88 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
Mobile Neural Network Model: inception-v3 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 1.2 Model: inception-v3 Ubuntu 19.10 Ubuntu 21.10 7 14 21 28 35 SE +/- 0.08, N = 3 SE +/- 0.26, N = 3 31.65 31.11 MIN: 31.15 / MAX: 43.97 MIN: 30.19 / MAX: 41.74 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl
NCNN Target: CPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: mobilenet Ubuntu 19.10 Ubuntu 21.10 4 8 12 16 20 SE +/- 0.04, N = 3 SE +/- 0.02, N = 3 16.00 15.64 -pthread - MIN: 15.62 / MAX: 27.97 MIN: 15.24 / MAX: 16.38 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU-v2-v2 - Model: mobilenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU-v2-v2 - Model: mobilenet-v2 Ubuntu 19.10 Ubuntu 21.10 1.17 2.34 3.51 4.68 5.85 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 5.20 4.89 -pthread - MIN: 5.04 / MAX: 6.67 MIN: 4.8 / MAX: 5.45 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU-v3-v3 - Model: mobilenet-v3 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU-v3-v3 - Model: mobilenet-v3 Ubuntu 19.10 Ubuntu 21.10 1.0305 2.061 3.0915 4.122 5.1525 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 4.58 4.27 -pthread - MIN: 4.48 / MAX: 14.71 MIN: 4.2 / MAX: 4.76 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: shufflenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: shufflenet-v2 Ubuntu 19.10 Ubuntu 21.10 1.1385 2.277 3.4155 4.554 5.6925 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 5.06 4.93 -pthread - MIN: 4.97 / MAX: 6.02 MIN: 4.83 / MAX: 5.34 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: mnasnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: mnasnet Ubuntu 19.10 Ubuntu 21.10 1.0418 2.0836 3.1254 4.1672 5.209 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 4.63 4.37 -pthread - MIN: 4.56 / MAX: 5.87 MIN: 4.3 / MAX: 4.83 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: efficientnet-b0 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: efficientnet-b0 Ubuntu 19.10 Ubuntu 21.10 2 4 6 8 10 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 6.86 6.42 -pthread - MIN: 6.76 / MAX: 7.46 MIN: 6.34 / MAX: 6.97 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: blazeface OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: blazeface Ubuntu 19.10 Ubuntu 21.10 0.4748 0.9496 1.4244 1.8992 2.374 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 2.11 2.07 -pthread - MIN: 2.05 / MAX: 4.14 MIN: 2.03 / MAX: 2.2 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: googlenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: googlenet Ubuntu 19.10 Ubuntu 21.10 4 8 12 16 20 SE +/- 0.13, N = 3 SE +/- 0.07, N = 3 16.53 15.87 -pthread - MIN: 15.9 / MAX: 18.56 MIN: 15.31 / MAX: 16.66 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: vgg16 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: vgg16 Ubuntu 19.10 Ubuntu 21.10 13 26 39 52 65 SE +/- 0.19, N = 3 SE +/- 0.13, N = 3 59.82 59.96 -pthread - MIN: 58.72 / MAX: 72.25 MIN: 59.16 / MAX: 90.07 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: resnet18 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: resnet18 Ubuntu 19.10 Ubuntu 21.10 4 8 12 16 20 SE +/- 0.10, N = 3 SE +/- 0.01, N = 3 16.37 15.85 -pthread - MIN: 16.09 / MAX: 16.75 MIN: 15.71 / MAX: 24.26 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: alexnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: alexnet Ubuntu 19.10 Ubuntu 21.10 3 6 9 12 15 SE +/- 0.07, N = 3 SE +/- 0.08, N = 3 12.59 12.30 -pthread - MIN: 12.35 / MAX: 22.53 MIN: 12.03 / MAX: 12.64 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: resnet50 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: resnet50 Ubuntu 19.10 Ubuntu 21.10 6 12 18 24 30 SE +/- 0.14, N = 3 SE +/- 0.00, N = 3 26.49 25.61 -pthread - MIN: 26.02 / MAX: 35.66 MIN: 25.47 / MAX: 26.12 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: yolov4-tiny OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: yolov4-tiny Ubuntu 19.10 Ubuntu 21.10 6 12 18 24 30 SE +/- 0.40, N = 3 SE +/- 0.03, N = 3 26.20 25.07 -pthread - MIN: 25.57 / MAX: 35.99 MIN: 24.83 / MAX: 28.07 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: squeezenet_ssd OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: squeezenet_ssd Ubuntu 19.10 Ubuntu 21.10 5 10 15 20 25 SE +/- 0.09, N = 3 SE +/- 0.02, N = 3 18.83 17.89 -pthread - MIN: 18.28 / MAX: 23.01 MIN: 17.47 / MAX: 18.44 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: regnety_400m OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: CPU - Model: regnety_400m Ubuntu 19.10 Ubuntu 21.10 3 6 9 12 15 SE +/- 0.06, N = 3 SE +/- 0.02, N = 3 11.90 10.78 -pthread - MIN: 11.67 / MAX: 21.85 MIN: 10.67 / MAX: 11.01 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: mobilenet Ubuntu 19.10 Ubuntu 21.10 3 6 9 12 15 SE +/- 0.00, N = 3 SE +/- 0.07, N = 3 11.84 8.14 -pthread - MIN: 10.48 / MAX: 24.3 MIN: 7.94 / MAX: 15.8 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 Ubuntu 19.10 Ubuntu 21.10 2 4 6 8 10 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 6.39 2.90 -pthread - MIN: 6.3 / MAX: 11.06 MIN: 2.81 / MAX: 3.83 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 Ubuntu 19.10 Ubuntu 21.10 2 4 6 8 10 SE +/- 0.06, N = 3 SE +/- 0.00, N = 3 7.92 3.74 -pthread - MIN: 7.59 / MAX: 19.97 MIN: 3.66 / MAX: 4.91 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: shufflenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: shufflenet-v2 Ubuntu 19.10 Ubuntu 21.10 1.0125 2.025 3.0375 4.05 5.0625 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 4.50 2.52 -pthread - MIN: 4.43 / MAX: 9.79 MIN: 2.34 / MAX: 3.4 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: mnasnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: mnasnet Ubuntu 19.10 Ubuntu 21.10 2 4 6 8 10 SE +/- 0.08, N = 3 SE +/- 0.00, N = 3 7.32 3.04 -pthread - MIN: 6.89 / MAX: 18.1 MIN: 2.96 / MAX: 4.04 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: efficientnet-b0 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: efficientnet-b0 Ubuntu 19.10 Ubuntu 21.10 4 8 12 16 20 SE +/- 0.09, N = 3 SE +/- 0.02, N = 3 15.79 9.09 -pthread - MIN: 15.18 / MAX: 30.16 MIN: 8.94 / MAX: 13.81 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: blazeface OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: blazeface Ubuntu 19.10 Ubuntu 21.10 0.4275 0.855 1.2825 1.71 2.1375 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 1.90 1.59 -pthread - MIN: 1.67 / MAX: 2.34 MIN: 1.5 / MAX: 2.81 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: googlenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: googlenet Ubuntu 19.10 Ubuntu 21.10 4 8 12 16 20 SE +/- 0.07, N = 3 SE +/- 0.00, N = 3 16.17 5.73 -pthread - MIN: 15.65 / MAX: 31.04 MIN: 5.69 / MAX: 9.56 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: vgg16 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: vgg16 Ubuntu 19.10 Ubuntu 21.10 9 18 27 36 45 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 38.90 9.54 -pthread - MIN: 37.85 / MAX: 53.87 MIN: 9.44 / MAX: 14.46 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: resnet18 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: resnet18 Ubuntu 19.10 Ubuntu 21.10 2 4 6 8 10 SE +/- 0.04, N = 2 SE +/- 0.01, N = 3 6.42 2.35 -pthread - MIN: 6.31 / MAX: 11.17 MIN: 2.18 / MAX: 3.23 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: alexnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: alexnet Ubuntu 19.10 Ubuntu 21.10 3 6 9 12 15 SE +/- 0.02, N = 3 SE +/- 0.00, N = 3 10.36 4.02 -pthread - MIN: 10.02 / MAX: 16.1 MIN: 3.93 / MAX: 6.17 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: resnet50 OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: resnet50 Ubuntu 19.10 Ubuntu 21.10 4 8 12 16 20 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 17.45 6.16 -pthread - MIN: 17.15 / MAX: 28 MIN: 6.11 / MAX: 10.12 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: yolov4-tiny OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: yolov4-tiny Ubuntu 19.10 Ubuntu 21.10 5 10 15 20 25 SE +/- 0.12, N = 3 SE +/- 0.01, N = 3 20.21 11.13 -pthread - MIN: 17.6 / MAX: 34.64 MIN: 11 / MAX: 11.56 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: squeezenet_ssd OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: squeezenet_ssd Ubuntu 19.10 Ubuntu 21.10 3 6 9 12 15 SE +/- 0.12, N = 3 SE +/- 0.01, N = 3 12.78 5.17 -pthread - MIN: 11.57 / MAX: 30.19 MIN: 4.92 / MAX: 8.4 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: regnety_400m OpenBenchmarking.org ms, Fewer Is Better NCNN 20210720 Target: Vulkan GPU - Model: regnety_400m Ubuntu 19.10 Ubuntu 21.10 3 6 9 12 15 SE +/- 0.03, N = 3 SE +/- 0.00, N = 3 9.35 4.54 -pthread - MIN: 8.92 / MAX: 20 MIN: 4.49 / MAX: 5.8 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
IndigoBench Acceleration: CPU - Scene: Bedroom OpenBenchmarking.org M samples/s, More Is Better IndigoBench 4.4 Acceleration: CPU - Scene: Bedroom Ubuntu 19.10 Ubuntu 21.10 0.6485 1.297 1.9455 2.594 3.2425 SE +/- 0.008, N = 3 SE +/- 0.005, N = 3 2.882 2.881
IndigoBench Acceleration: CPU - Scene: Supercar OpenBenchmarking.org M samples/s, More Is Better IndigoBench 4.4 Acceleration: CPU - Scene: Supercar Ubuntu 19.10 Ubuntu 21.10 2 4 6 8 10 SE +/- 0.005, N = 3 SE +/- 0.019, N = 3 6.144 6.182
Facebook RocksDB Test: Random Fill OpenBenchmarking.org Op/s, More Is Better Facebook RocksDB 6.22.1 Test: Random Fill Ubuntu 19.10 Ubuntu 21.10 200K 400K 600K 800K 1000K SE +/- 5626.77, N = 3 SE +/- 11917.32, N = 4 973718 977527 1. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread
Facebook RocksDB Test: Random Read OpenBenchmarking.org Op/s, More Is Better Facebook RocksDB 6.22.1 Test: Random Read Ubuntu 19.10 Ubuntu 21.10 15M 30M 45M 60M 75M SE +/- 772623.01, N = 3 SE +/- 175480.83, N = 3 72184348 68886640 1. (CXX) g++ options: -O3 -march=native -pthread -fno-builtin-memcmp -fno-rtti -lpthread
Blender Blend File: BMW27 - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.92 Blend File: BMW27 - Compute: CPU-Only Ubuntu 19.10 Ubuntu 21.10 20 40 60 80 100 SE +/- 0.13, N = 3 SE +/- 0.18, N = 3 105.07 105.76
Blender Blend File: Classroom - Compute: CPU-Only OpenBenchmarking.org Seconds, Fewer Is Better Blender 2.92 Blend File: Classroom - Compute: CPU-Only Ubuntu 19.10 Ubuntu 21.10 70 140 210 280 350 SE +/- 0.37, N = 3 SE +/- 0.13, N = 3 303.06 303.22
PyBench Total For Average Test Times OpenBenchmarking.org Milliseconds, Fewer Is Better PyBench 2018-02-16 Total For Average Test Times Ubuntu 19.10 Ubuntu 21.10 200 400 600 800 1000 SE +/- 3.18, N = 3 SE +/- 7.81, N = 3 921 890
PyPerformance Benchmark: go OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: go Ubuntu 19.10 Ubuntu 21.10 50 100 150 200 250 SE +/- 1.53, N = 3 SE +/- 0.33, N = 3 223 221
PyPerformance Benchmark: 2to3 OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: 2to3 Ubuntu 19.10 Ubuntu 21.10 60 120 180 240 300 SE +/- 0.00, N = 3 286 280
PyPerformance Benchmark: chaos OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: chaos Ubuntu 19.10 Ubuntu 21.10 20 40 60 80 100 SE +/- 0.88, N = 3 SE +/- 0.06, N = 3 103.0 98.5
PyPerformance Benchmark: pathlib OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: pathlib Ubuntu 19.10 Ubuntu 21.10 4 8 12 16 20 SE +/- 0.15, N = 3 SE +/- 0.00, N = 3 16.7 15.3
PyPerformance Benchmark: regex_compile OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: regex_compile Ubuntu 19.10 Ubuntu 21.10 40 80 120 160 200 SE +/- 0.00, N = 3 162 151
PyPerformance Benchmark: python_startup OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: python_startup Ubuntu 19.10 Ubuntu 21.10 3 6 9 12 15 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 11.90 6.31
PyPerformance Benchmark: django_template OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: django_template Ubuntu 19.10 Ubuntu 21.10 11 22 33 44 55 SE +/- 0.19, N = 3 SE +/- 0.06, N = 3 49.8 41.1
PyPerformance Benchmark: pickle_pure_python OpenBenchmarking.org Milliseconds, Fewer Is Better PyPerformance 1.0.0 Benchmark: pickle_pure_python Ubuntu 19.10 Ubuntu 21.10 90 180 270 360 450 SE +/- 0.58, N = 3 SE +/- 0.67, N = 3 422 393
Appleseed Scene: Emily OpenBenchmarking.org Seconds, Fewer Is Better Appleseed 2.0 Beta Scene: Emily Ubuntu 19.10 Ubuntu 21.10 60 120 180 240 300 260.63 260.55
Appleseed Scene: Disney Material OpenBenchmarking.org Seconds, Fewer Is Better Appleseed 2.0 Beta Scene: Disney Material Ubuntu 19.10 Ubuntu 21.10 40 80 120 160 200 156.85 158.82
Appleseed Scene: Material Tester OpenBenchmarking.org Seconds, Fewer Is Better Appleseed 2.0 Beta Scene: Material Tester Ubuntu 19.10 Ubuntu 21.10 30 60 90 120 150 158.01 157.15
PHPBench PHP Benchmark Suite OpenBenchmarking.org Score, More Is Better PHPBench 0.8.1 PHP Benchmark Suite Ubuntu 19.10 Ubuntu 21.10 160K 320K 480K 640K 800K SE +/- 4761.83, N = 15 SE +/- 10095.58, N = 3 696173 757984
Selenium Benchmark: ARES-6 - Browser: Firefox OpenBenchmarking.org ms, Fewer Is Better Selenium Benchmark: ARES-6 - Browser: Firefox Ubuntu 19.10 Ubuntu 21.10 11 22 33 44 55 SE +/- 0.06, N = 3 SE +/- 0.26, N = 3 48.12 40.28 1. Ubuntu 19.10: firefox 69.0.3 2. Ubuntu 21.10: firefox 93.0
Selenium Benchmark: StyleBench - Browser: Firefox OpenBenchmarking.org Runs / Minute, More Is Better Selenium Benchmark: StyleBench - Browser: Firefox Ubuntu 19.10 Ubuntu 21.10 20 40 60 80 100 SE +/- 0.20, N = 3 SE +/- 0.67, N = 3 87.9 105.0 1. Ubuntu 19.10: firefox 69.0.3 2. Ubuntu 21.10: firefox 93.0
Selenium Benchmark: Jetstream 2 - Browser: Firefox OpenBenchmarking.org Score, More Is Better Selenium Benchmark: Jetstream 2 - Browser: Firefox Ubuntu 19.10 Ubuntu 21.10 20 40 60 80 100 SE +/- 1.06, N = 5 SE +/- 0.33, N = 3 102.25 93.59 1. Ubuntu 19.10: firefox 69.0.3 2. Ubuntu 21.10: firefox 93.0
Selenium Benchmark: Speedometer - Browser: Firefox OpenBenchmarking.org Runs Per Minute, More Is Better Selenium Benchmark: Speedometer - Browser: Firefox Ubuntu 19.10 Ubuntu 21.10 30 60 90 120 150 SE +/- 0.64, N = 3 SE +/- 0.88, N = 3 102.1 158.0 1. Ubuntu 19.10: firefox 69.0.3 2. Ubuntu 21.10: firefox 93.0
Selenium Benchmark: PSPDFKit WASM - Browser: Firefox OpenBenchmarking.org Score, Fewer Is Better Selenium Benchmark: PSPDFKit WASM - Browser: Firefox Ubuntu 19.10 Ubuntu 21.10 700 1400 2100 2800 3500 SE +/- 21.63, N = 3 SE +/- 20.46, N = 3 3078 3097 1. Ubuntu 19.10: firefox 69.0.3 2. Ubuntu 21.10: firefox 93.0
Git Time To Complete Common Git Commands OpenBenchmarking.org Seconds, Fewer Is Better Git Time To Complete Common Git Commands Ubuntu 19.10 Ubuntu 21.10 10 20 30 40 50 SE +/- 0.09, N = 3 SE +/- 0.54, N = 3 45.79 44.16 1. Ubuntu 19.10: git version 2.20.1 2. Ubuntu 21.10: git version 2.32.0
BRL-CAD VGR Performance Metric OpenBenchmarking.org VGR Performance Metric, More Is Better BRL-CAD 7.32.2 VGR Performance Metric Ubuntu 19.10 Ubuntu 21.10 40K 80K 120K 160K 200K 190898 189236 -pthread 1. (CXX) g++ options: -std=c++11 -pipe -fvisibility=hidden -fno-strict-aliasing -fno-common -fexceptions -ftemplate-depth-128 -m64 -ggdb3 -O3 -fipa-pta -fstrength-reduce -finline-functions -flto -pedantic -ldl -lm
Chaos Group V-RAY Mode: CPU OpenBenchmarking.org vsamples, More Is Better Chaos Group V-RAY 5 Mode: CPU Ubuntu 19.10 Ubuntu 21.10 3K 6K 9K 12K 15K SE +/- 42.93, N = 3 SE +/- 55.21, N = 3 14415 14297
Phoronix Test Suite v10.8.4