AMD Ryzen 3 2200G testing with a ASUS PRIME B350M-E (5220 BIOS) and ASUS AMD Radeon Vega / Mobile 2GB on Ubuntu 20.04 via the Phoronix Test Suite.
Compare your own system(s) to this result file with the
Phoronix Test Suite by running the command:
phoronix-test-suite benchmark 2010029-FI-RYZEN322054 Ryzen 3 2200G Oct - Phoronix Test Suite Ryzen 3 2200G Oct AMD Ryzen 3 2200G testing with a ASUS PRIME B350M-E (5220 BIOS) and ASUS AMD Radeon Vega / Mobile 2GB on Ubuntu 20.04 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2010029-FI-RYZEN322054&grs&export=pdf&sor .
Ryzen 3 2200G Oct Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server Display Driver OpenGL Vulkan Compiler File-System Screen Resolution Linux 5.4 2 3 4 AMD Ryzen 3 2200G @ 3.50GHz (4 Cores) ASUS PRIME B350M-E (5220 BIOS) AMD Raven/Raven2 6GB Samsung SSD 970 EVO 250GB ASUS AMD Radeon Vega / Mobile 2GB (1100/1600MHz) AMD Raven/Raven2/Fenghuang G237HL Realtek RTL8111/8168/8411 Ubuntu 20.04 5.4.0-45-generic (x86_64) GNOME Shell 3.36.4 X Server 1.20.5 modesetting 1.20.5 4.6 Mesa 20.0.4 (LLVM 9.0.1) 1.2.128 GCC 9.3.0 ext4 1920x1080 5.4.0-48-generic (x86_64) OpenBenchmarking.org Compiler Details - --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --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-objc-gc=auto --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 Processor Details - Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x8101016 Python Details - Python 2.7.18rc1 + Python 3.8.2 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: disabled RSB filling + srbds: Not affected + tsx_async_abort: Not affected
Ryzen 3 2200G Oct lczero: BLAS lczero: Eigen mpv: Big Buck Bunny Sunflower 4K - Software Only webp: Quality 100, Lossless keydb: influxdb: 4 - 10000 - 2,5000,1 - 10000 influxdb: 64 - 10000 - 2,5000,1 - 10000 ncnn: CPU - googlenet rnnoise: ncnn: CPU - resnet18 libraw: Post-Processing Benchmark ncnn: Vulkan GPU - mobilenet lammps: Rhodopsin Protein ncnn: CPU - squeezenet mafft: Multiple Sequence Alignment - LSU RNA ncnn: CPU - shufflenet-v2 ncnn: Vulkan GPU - blazeface ncnn: CPU - blazeface ncnn: CPU - efficientnet-b0 compress-zstd: 3 ncnn: CPU-v3-v3 - mobilenet-v3 aom-av1: Speed 6 Two-Pass webp: Quality 100 byte: Dhrystone 2 ncnn: CPU - mnasnet couchdb: 100 - 1000 - 24 hint: FLOAT ncnn: CPU - resnet50 ncnn: Vulkan GPU - yolov4-tiny aom-av1: Speed 6 Realtime ncnn: CPU - alexnet mlpack: scikit_qda ffte: N=256, 3D Complex FFT Routine aom-av1: Speed 4 Two-Pass ncnn: Vulkan GPU - alexnet ncnn: CPU-v2-v2 - mobilenet-v2 system-decompress-gzip: ncnn: CPU - vgg16 dolfyn: Computational Fluid Dynamics vkfft: mnn: SqueezeNetV1.0 aom-av1: Speed 8 Realtime namd: ATPase Simulation - 327,506 Atoms mpv: Big Buck Bunny Sunflower 1080p - Software Only dcraw: RAW To PPM Image Conversion webp: Quality 100, Lossless, Highest Compression build-gdb: Time To Compile mlpack: scikit_linearridgeregression hmmer: Pfam Database Search mlpack: scikit_svm mnn: inception-v3 ncnn: CPU - yolov4-tiny ncnn: CPU - mobilenet mnn: MobileNetV2_224 espeak: Text-To-Speech Synthesis mlpack: scikit_ica caffe: AlexNet - CPU - 100 mnn: mobilenet-v1-1.0 ncnn: Vulkan GPU - mnasnet ncnn: Vulkan GPU - shufflenet-v2 caffe: GoogleNet - CPU - 100 tnn: CPU - MobileNet v2 webp: Quality 100, Highest Compression ncnn: Vulkan GPU - vgg16 ncnn: Vulkan GPU - googlenet ncnn: Vulkan GPU-v2-v2 - mobilenet-v2 ncnn: Vulkan GPU - squeezenet ncnn: Vulkan GPU - efficientnet-b0 ncnn: Vulkan GPU - resnet50 tnn: CPU - SqueezeNet v1.1 ncnn: Vulkan GPU-v3-v3 - mobilenet-v3 ncnn: Vulkan GPU - resnet18 mnn: resnet-v2-50 webp: Default realsr-ncnn: 4x - No compress-zstd: 19 Linux 5.4 2 3 4 404 438 265.13 23.348 285622.34 786957.3 793409.4 31.00 22.571 28.68 20.23 42.63 0.754 35.33 14.532 5.78 2.96 2.03 14.81 2414.0 8.57 2.27 2.765 36019319.3 9.22 190.001 303706152.23512 62.37 89.97 10.17 25.75 85.77 16224.024066589 1.39 40.74 9.87 3.391 109.08 20.923 3027 12.241 26.95 6.52438 676.46 50.919 55.450 221.143 6.43 128.580 22.34 73.864 62.35 43.93 6.501 34.732 60.96 41405 9.576 17.54 9.62 107710 291.580 8.747 347.20 51.79 16.13 62.29 32.12 94.98 288.810 17.01 41.31 55.444 1.820 340.778 14.7 361 385 266.58 24.105 285190.19 30.87 22.357 28.03 20.42 41.68 0.763 35.14 14.608 5.74 2.92 2.01 14.85 2430.1 8.58 2.26 2.797 35676027.1 9.21 189.309 306973101.38034 62.66 90.67 10.19 25.59 16361.802304185 1.40 40.81 9.94 3.389 109.82 20.839 3041 12.206 26.93 6.54038 677.47 50.941 55.728 220.045 128.751 73.663 62.52 43.91 6.498 34.742 61.05 41371 9.554 17.54 9.65 108035 291.667 8.744 346.42 51.74 16.11 62.25 32.09 95.07 288.423 17.03 41.28 55.394 1.820 340.676 14.7 297 338 283.48 23.837 276848.47 773293.4 773292.5 30.73 22.900 28.01 20.25 41.94 0.770 35.23 14.340 5.84 2.91 2.04 14.64 2448.5 8.62 2.26 2.763 35792059.2 9.15 190.874 304370948.43380 62.99 90.22 10.18 25.59 85.09 16254.100535113 1.39 40.67 9.89 3.387 109.31 20.978 3047 12.281 27.00 6.54258 680.10 50.675 55.509 220.567 6.40 128.158 22.42 73.799 62.33 43.99 6.523 34.628 61.18 41257 9.588 17.5 9.62 108044 291.411 8.727 347.04 51.68 16.13 62.36 32.14 95.06 288.500 17.01 41.30 55.435 1.819 340.708 14.7 401 426 264.97 23.727 276710.21 765195.3 782956.1 31.52 22.927 28.19 19.95 41.86 0.768 35.85 14.564 5.83 2.92 2.04 14.69 2423.4 8.69 2.24 2.769 36096294.0 9.12 191.382 306350360.81058 62.83 90.85 10.1 25.81 85.82 16267.332790257 1.39 40.96 9.92 3.410 109.54 20.916 3046 12.218 26.85 6.56050 677.34 50.873 55.547 220.858 6.42 128.647 22.44 73.987 62.60 44.10 6.495 34.757 61.01 41272 9.572 17.48 9.62 107984 292.119 8.742 346.54 51.75 16.14 62.34 32.13 95.12 288.490 17.01 41.32 55.445 1.820 340.664 14.7 OpenBenchmarking.org
LeelaChessZero Backend: BLAS OpenBenchmarking.org Nodes Per Second, More Is Better LeelaChessZero 0.26 Backend: BLAS Linux 5.4 4 2 3 90 180 270 360 450 SE +/- 6.74, N = 3 SE +/- 4.91, N = 3 SE +/- 3.92, N = 9 SE +/- 4.90, N = 9 404 401 361 297 1. (CXX) g++ options: -flto -pthread
LeelaChessZero Backend: Eigen OpenBenchmarking.org Nodes Per Second, More Is Better LeelaChessZero 0.26 Backend: Eigen Linux 5.4 4 2 3 90 180 270 360 450 SE +/- 1.20, N = 3 SE +/- 4.58, N = 3 SE +/- 3.33, N = 3 SE +/- 2.85, N = 3 438 426 385 338 1. (CXX) g++ options: -flto -pthread
MPV Video Input: Big Buck Bunny Sunflower 4K - Decode: Software Only OpenBenchmarking.org FPS, More Is Better MPV Video Input: Big Buck Bunny Sunflower 4K - Decode: Software Only 3 2 Linux 5.4 4 60 120 180 240 300 SE +/- 1.06, N = 3 SE +/- 2.67, N = 8 SE +/- 2.45, N = 3 SE +/- 2.18, N = 3 283.48 266.58 265.13 264.97 MIN: 190.36 / MAX: 387.21 MIN: 179.09 / MAX: 387.07 MIN: 176.52 / MAX: 363.75 MIN: 181.77 / MAX: 363.73 1. mpv 0.32.0
WebP Image Encode Encode Settings: Quality 100, Lossless OpenBenchmarking.org Encode Time - Seconds, Fewer Is Better WebP Image Encode 1.1 Encode Settings: Quality 100, Lossless Linux 5.4 4 3 2 6 12 18 24 30 SE +/- 0.36, N = 3 SE +/- 0.30, N = 3 SE +/- 0.34, N = 4 SE +/- 0.05, N = 3 23.35 23.73 23.84 24.11 1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
KeyDB OpenBenchmarking.org Ops/sec, More Is Better KeyDB 6.0.16 Linux 5.4 2 3 4 60K 120K 180K 240K 300K SE +/- 4260.65, N = 3 SE +/- 3502.27, N = 5 SE +/- 3748.57, N = 3 SE +/- 2716.69, N = 3 285622.34 285190.19 276848.47 276710.21 1. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
InfluxDB Concurrent Streams: 4 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000 OpenBenchmarking.org val/sec, More Is Better InfluxDB 1.8.2 Concurrent Streams: 4 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000 Linux 5.4 3 4 200K 400K 600K 800K 1000K SE +/- 9009.48, N = 12 SE +/- 7240.48, N = 12 SE +/- 9544.04, N = 12 786957.3 773293.4 765195.3
InfluxDB Concurrent Streams: 64 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000 OpenBenchmarking.org val/sec, More Is Better InfluxDB 1.8.2 Concurrent Streams: 64 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000 Linux 5.4 4 3 200K 400K 600K 800K 1000K SE +/- 11398.72, N = 4 SE +/- 9916.96, N = 5 SE +/- 7009.04, N = 3 793409.4 782956.1 773292.5
NCNN Target: CPU - Model: googlenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: googlenet 3 2 Linux 5.4 4 7 14 21 28 35 SE +/- 0.23, N = 3 SE +/- 0.26, N = 3 SE +/- 0.21, N = 3 SE +/- 0.26, N = 3 30.73 30.87 31.00 31.52 MIN: 30.02 / MAX: 35.54 MIN: 29.93 / MAX: 35.29 MIN: 30.04 / MAX: 34.74 MIN: 30.03 / MAX: 37.28 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
RNNoise OpenBenchmarking.org Seconds, Fewer Is Better RNNoise 2020-06-28 2 Linux 5.4 3 4 5 10 15 20 25 SE +/- 0.04, N = 3 SE +/- 0.24, N = 3 SE +/- 0.34, N = 4 SE +/- 0.13, N = 3 22.36 22.57 22.90 22.93 1. (CC) gcc options: -O2 -pedantic -fvisibility=hidden
NCNN Target: CPU - Model: resnet18 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: resnet18 3 2 4 Linux 5.4 7 14 21 28 35 SE +/- 0.14, N = 3 SE +/- 0.14, N = 3 SE +/- 0.17, N = 3 SE +/- 0.65, N = 3 28.01 28.03 28.19 28.68 MIN: 27.44 / MAX: 31.26 MIN: 27.39 / MAX: 43.04 MIN: 27.47 / MAX: 31.73 MIN: 27.48 / MAX: 42 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
LibRaw Post-Processing Benchmark OpenBenchmarking.org Mpix/sec, More Is Better LibRaw 0.20 Post-Processing Benchmark 2 3 Linux 5.4 4 5 10 15 20 25 SE +/- 0.17, N = 3 SE +/- 0.22, N = 3 SE +/- 0.13, N = 3 SE +/- 0.11, N = 3 20.42 20.25 20.23 19.95 1. (CXX) g++ options: -O2 -fopenmp -ljpeg -lz -lm
NCNN Target: Vulkan GPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: mobilenet 2 4 3 Linux 5.4 10 20 30 40 50 SE +/- 0.08, N = 3 SE +/- 0.12, N = 3 SE +/- 0.47, N = 3 SE +/- 0.54, N = 3 41.68 41.86 41.94 42.63 MIN: 39.08 / MAX: 44.75 MIN: 39.04 / MAX: 46.2 MIN: 39.16 / MAX: 45.32 MIN: 39.31 / MAX: 45.41 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
LAMMPS Molecular Dynamics Simulator Model: Rhodopsin Protein OpenBenchmarking.org ns/day, More Is Better LAMMPS Molecular Dynamics Simulator 24Aug2020 Model: Rhodopsin Protein 3 4 2 Linux 5.4 0.1733 0.3466 0.5199 0.6932 0.8665 SE +/- 0.002, N = 3 SE +/- 0.005, N = 3 SE +/- 0.005, N = 3 SE +/- 0.002, N = 3 0.770 0.768 0.763 0.754 1. (CXX) g++ options: -O3 -lm
NCNN Target: CPU - Model: squeezenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: squeezenet 2 3 Linux 5.4 4 8 16 24 32 40 SE +/- 0.25, N = 3 SE +/- 0.17, N = 3 SE +/- 0.25, N = 3 SE +/- 0.36, N = 3 35.14 35.23 35.33 35.85 MIN: 32.24 / MAX: 47.09 MIN: 32.61 / MAX: 38.51 MIN: 33.03 / MAX: 37.53 MIN: 32.64 / MAX: 43.33 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
Timed MAFFT Alignment Multiple Sequence Alignment - LSU RNA OpenBenchmarking.org Seconds, Fewer Is Better Timed MAFFT Alignment 7.471 Multiple Sequence Alignment - LSU RNA 3 Linux 5.4 4 2 4 8 12 16 20 SE +/- 0.04, N = 3 SE +/- 0.08, N = 3 SE +/- 0.12, N = 3 SE +/- 0.17, N = 3 14.34 14.53 14.56 14.61 1. (CC) gcc options: -std=c99 -O3 -lm -lpthread
NCNN Target: CPU - Model: shufflenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: shufflenet-v2 2 Linux 5.4 4 3 1.314 2.628 3.942 5.256 6.57 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 5.74 5.78 5.83 5.84 MIN: 5.21 / MAX: 6.02 MIN: 5.24 / MAX: 6.91 MIN: 5.23 / MAX: 6.03 MIN: 5.23 / MAX: 6.58 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: blazeface OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: blazeface 3 2 4 Linux 5.4 0.666 1.332 1.998 2.664 3.33 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.05, N = 3 2.91 2.92 2.92 2.96 MIN: 2.75 / MAX: 3.73 MIN: 2.75 / MAX: 3.79 MIN: 2.77 / MAX: 3.44 MIN: 2.76 / MAX: 4.88 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: blazeface OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: blazeface 2 Linux 5.4 3 4 0.459 0.918 1.377 1.836 2.295 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 2.01 2.03 2.04 2.04 MIN: 1.92 / MAX: 2.28 MIN: 1.94 / MAX: 2.19 MIN: 1.93 / MAX: 2.36 MIN: 1.94 / MAX: 2.17 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: efficientnet-b0 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: efficientnet-b0 3 4 Linux 5.4 2 4 8 12 16 20 SE +/- 0.19, N = 3 SE +/- 0.09, N = 3 SE +/- 0.02, N = 3 SE +/- 0.08, N = 3 14.64 14.69 14.81 14.85 MIN: 13.68 / MAX: 16.13 MIN: 13.68 / MAX: 16.11 MIN: 13.71 / MAX: 17.03 MIN: 13.7 / MAX: 18.32 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
Zstd Compression Compression Level: 3 OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.4.5 Compression Level: 3 3 2 4 Linux 5.4 500 1000 1500 2000 2500 SE +/- 17.00, N = 3 SE +/- 12.30, N = 3 SE +/- 11.18, N = 3 SE +/- 14.64, N = 3 2448.5 2430.1 2423.4 2414.0 1. (CC) gcc options: -O3 -pthread -lz -llzma
NCNN Target: CPU-v3-v3 - Model: mobilenet-v3 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU-v3-v3 - Model: mobilenet-v3 Linux 5.4 2 3 4 2 4 6 8 10 SE +/- 0.08, N = 3 SE +/- 0.08, N = 3 SE +/- 0.04, N = 3 SE +/- 0.02, N = 3 8.57 8.58 8.62 8.69 MIN: 7.88 / MAX: 13.53 MIN: 7.85 / MAX: 10.59 MIN: 7.86 / MAX: 10.22 MIN: 7.86 / MAX: 11.35 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
AOM AV1 Encoder Mode: Speed 6 Two-Pass OpenBenchmarking.org Frames Per Second, More Is Better AOM AV1 2.0 Encoder Mode: Speed 6 Two-Pass Linux 5.4 3 2 4 0.5108 1.0216 1.5324 2.0432 2.554 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 2.27 2.26 2.26 2.24 1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread
WebP Image Encode Encode Settings: Quality 100 OpenBenchmarking.org Encode Time - Seconds, Fewer Is Better WebP Image Encode 1.1 Encode Settings: Quality 100 3 Linux 5.4 4 2 0.6293 1.2586 1.8879 2.5172 3.1465 SE +/- 0.004, N = 3 SE +/- 0.004, N = 3 SE +/- 0.005, N = 3 SE +/- 0.028, N = 3 2.763 2.765 2.769 2.797 1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
BYTE Unix Benchmark Computational Test: Dhrystone 2 OpenBenchmarking.org LPS, More Is Better BYTE Unix Benchmark 3.6 Computational Test: Dhrystone 2 4 Linux 5.4 3 2 8M 16M 24M 32M 40M SE +/- 48013.38, N = 3 SE +/- 93709.00, N = 3 SE +/- 400142.57, N = 3 SE +/- 146283.90, N = 3 36096294.0 36019319.3 35792059.2 35676027.1
NCNN Target: CPU - Model: mnasnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: mnasnet 4 3 2 Linux 5.4 3 6 9 12 15 SE +/- 0.04, N = 3 SE +/- 0.06, N = 3 SE +/- 0.07, N = 3 SE +/- 0.05, N = 3 9.12 9.15 9.21 9.22 MIN: 8.48 / MAX: 10.15 MIN: 8.47 / MAX: 9.94 MIN: 8.44 / MAX: 10.32 MIN: 8.5 / MAX: 10.64 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
Apache CouchDB Bulk Size: 100 - Inserts: 1000 - Rounds: 24 OpenBenchmarking.org Seconds, Fewer Is Better Apache CouchDB 3.1.1 Bulk Size: 100 - Inserts: 1000 - Rounds: 24 2 Linux 5.4 3 4 40 80 120 160 200 SE +/- 1.03, N = 3 SE +/- 1.76, N = 3 SE +/- 1.97, N = 3 SE +/- 1.63, N = 3 189.31 190.00 190.87 191.38 1. (CXX) g++ options: -std=c++14 -lmozjs-68 -lm -lerl_interface -lei -fPIC -MMD
Hierarchical INTegration Test: FLOAT OpenBenchmarking.org QUIPs, More Is Better Hierarchical INTegration 1.0 Test: FLOAT 2 4 3 Linux 5.4 70M 140M 210M 280M 350M SE +/- 958466.23, N = 3 SE +/- 178984.31, N = 3 SE +/- 1775532.36, N = 3 SE +/- 2152014.41, N = 3 306973101.38 306350360.81 304370948.43 303706152.24 1. (CC) gcc options: -O3 -march=native -lm
NCNN Target: CPU - Model: resnet50 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: resnet50 Linux 5.4 2 4 3 14 28 42 56 70 SE +/- 0.09, N = 3 SE +/- 0.66, N = 3 SE +/- 0.35, N = 3 SE +/- 0.76, N = 3 62.37 62.66 62.83 62.99 MIN: 61.31 / MAX: 69.22 MIN: 60.51 / MAX: 70.33 MIN: 61.27 / MAX: 70.91 MIN: 60.88 / MAX: 82.83 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: yolov4-tiny OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: yolov4-tiny Linux 5.4 3 2 4 20 40 60 80 100 SE +/- 0.38, N = 3 SE +/- 0.21, N = 3 SE +/- 0.21, N = 3 SE +/- 0.13, N = 3 89.97 90.22 90.67 90.85 MIN: 86.37 / MAX: 95.25 MIN: 87.2 / MAX: 95.93 MIN: 87.25 / MAX: 95.6 MIN: 87.36 / MAX: 95.33 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
AOM AV1 Encoder Mode: Speed 6 Realtime OpenBenchmarking.org Frames Per Second, More Is Better AOM AV1 2.0 Encoder Mode: Speed 6 Realtime 2 3 Linux 5.4 4 3 6 9 12 15 SE +/- 0.11, N = 3 SE +/- 0.07, N = 3 SE +/- 0.09, N = 3 SE +/- 0.03, N = 3 10.19 10.18 10.17 10.10 1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread
NCNN Target: CPU - Model: alexnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: alexnet 2 3 Linux 5.4 4 6 12 18 24 30 SE +/- 0.07, N = 3 SE +/- 0.01, N = 3 SE +/- 0.04, N = 3 SE +/- 0.08, N = 3 25.59 25.59 25.75 25.81 MIN: 24.99 / MAX: 27.9 MIN: 24.89 / MAX: 28.19 MIN: 25.2 / MAX: 29.47 MIN: 25.09 / MAX: 37.34 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
Mlpack Benchmark Benchmark: scikit_qda OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_qda 3 Linux 5.4 4 20 40 60 80 100 SE +/- 0.43, N = 3 SE +/- 0.00, N = 2 SE +/- 0.21, N = 3 85.09 85.77 85.82
FFTE N=256, 3D Complex FFT Routine OpenBenchmarking.org MFLOPS, More Is Better FFTE 7.0 N=256, 3D Complex FFT Routine 2 4 3 Linux 5.4 4K 8K 12K 16K 20K SE +/- 250.01, N = 3 SE +/- 100.42, N = 3 SE +/- 130.68, N = 3 SE +/- 38.82, N = 3 16361.80 16267.33 16254.10 16224.02 1. (F9X) gfortran options: -O3 -fomit-frame-pointer -fopenmp
AOM AV1 Encoder Mode: Speed 4 Two-Pass OpenBenchmarking.org Frames Per Second, More Is Better AOM AV1 2.0 Encoder Mode: Speed 4 Two-Pass 2 4 3 Linux 5.4 0.315 0.63 0.945 1.26 1.575 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 1.40 1.39 1.39 1.39 1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread
NCNN Target: Vulkan GPU - Model: alexnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: alexnet 3 Linux 5.4 2 4 9 18 27 36 45 SE +/- 0.16, N = 3 SE +/- 0.26, N = 3 SE +/- 0.29, N = 3 SE +/- 0.21, N = 3 40.67 40.74 40.81 40.96 MIN: 34.17 / MAX: 53.49 MIN: 34.04 / MAX: 53.43 MIN: 34.08 / MAX: 53.99 MIN: 34.27 / MAX: 53.46 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU-v2-v2 - Model: mobilenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU-v2-v2 - Model: mobilenet-v2 Linux 5.4 3 4 2 3 6 9 12 15 SE +/- 0.04, N = 3 SE +/- 0.02, N = 3 SE +/- 0.05, N = 3 SE +/- 0.07, N = 3 9.87 9.89 9.92 9.94 MIN: 8.95 / MAX: 12.73 MIN: 8.97 / MAX: 11.97 MIN: 8.98 / MAX: 20.55 MIN: 8.91 / MAX: 20.36 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
System GZIP Decompression OpenBenchmarking.org Seconds, Fewer Is Better System GZIP Decompression 3 2 Linux 5.4 4 0.7673 1.5346 2.3019 3.0692 3.8365 SE +/- 0.037, N = 3 SE +/- 0.023, N = 3 SE +/- 0.021, N = 3 SE +/- 0.050, N = 3 3.387 3.389 3.391 3.410
NCNN Target: CPU - Model: vgg16 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: vgg16 Linux 5.4 3 4 2 20 40 60 80 100 SE +/- 0.21, N = 3 SE +/- 0.44, N = 3 SE +/- 0.20, N = 3 SE +/- 0.14, N = 3 109.08 109.31 109.54 109.82 MIN: 107.27 / MAX: 122.26 MIN: 106.9 / MAX: 125.2 MIN: 107.29 / MAX: 117.33 MIN: 107.59 / MAX: 122.1 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
Dolfyn Computational Fluid Dynamics OpenBenchmarking.org Seconds, Fewer Is Better Dolfyn 0.527 Computational Fluid Dynamics 2 4 Linux 5.4 3 5 10 15 20 25 SE +/- 0.03, N = 3 SE +/- 0.04, N = 3 SE +/- 0.07, N = 3 SE +/- 0.11, N = 3 20.84 20.92 20.92 20.98
VkFFT OpenBenchmarking.org Benchmark Score, More Is Better VkFFT 2020-09-29 3 4 2 Linux 5.4 700 1400 2100 2800 3500 SE +/- 0.67, N = 3 SE +/- 1.33, N = 3 SE +/- 10.11, N = 3 3047 3046 3041 3027
Mobile Neural Network Model: SqueezeNetV1.0 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2020-09-17 Model: SqueezeNetV1.0 2 4 Linux 5.4 3 3 6 9 12 15 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 12.21 12.22 12.24 12.28 MIN: 12.11 / MAX: 19.57 MIN: 12.11 / MAX: 24.49 MIN: 12.11 / MAX: 13.22 MIN: 12.13 / MAX: 24.69 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
AOM AV1 Encoder Mode: Speed 8 Realtime OpenBenchmarking.org Frames Per Second, More Is Better AOM AV1 2.0 Encoder Mode: Speed 8 Realtime 3 Linux 5.4 2 4 6 12 18 24 30 SE +/- 0.04, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.05, N = 3 27.00 26.95 26.93 26.85 1. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm -lpthread
NAMD ATPase Simulation - 327,506 Atoms OpenBenchmarking.org days/ns, Fewer Is Better NAMD 2.14 ATPase Simulation - 327,506 Atoms Linux 5.4 2 3 4 2 4 6 8 10 SE +/- 0.00892, N = 3 SE +/- 0.00521, N = 3 SE +/- 0.00580, N = 3 SE +/- 0.00193, N = 3 6.52438 6.54038 6.54258 6.56050
MPV Video Input: Big Buck Bunny Sunflower 1080p - Decode: Software Only OpenBenchmarking.org FPS, More Is Better MPV Video Input: Big Buck Bunny Sunflower 1080p - Decode: Software Only 3 2 4 Linux 5.4 150 300 450 600 750 SE +/- 1.96, N = 3 SE +/- 1.22, N = 3 SE +/- 2.69, N = 3 SE +/- 1.50, N = 3 680.10 677.47 677.34 676.46 MIN: 461.69 / MAX: 922.69 MIN: 461.28 / MAX: 923.34 MIN: 479.6 / MAX: 923.36 MIN: 499.55 / MAX: 923.32 1. mpv 0.32.0
dcraw RAW To PPM Image Conversion OpenBenchmarking.org Seconds, Fewer Is Better dcraw RAW To PPM Image Conversion 3 4 Linux 5.4 2 11 22 33 44 55 SE +/- 0.04, N = 3 SE +/- 0.04, N = 3 SE +/- 0.05, N = 3 SE +/- 0.06, N = 3 50.68 50.87 50.92 50.94 1. (CC) gcc options: -lm
WebP Image Encode Encode Settings: Quality 100, Lossless, Highest Compression OpenBenchmarking.org Encode Time - Seconds, Fewer Is Better WebP Image Encode 1.1 Encode Settings: Quality 100, Lossless, Highest Compression Linux 5.4 3 4 2 13 26 39 52 65 SE +/- 0.05, N = 3 SE +/- 0.16, N = 3 SE +/- 0.12, N = 3 SE +/- 0.17, N = 3 55.45 55.51 55.55 55.73 1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
Timed GDB GNU Debugger Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed GDB GNU Debugger Compilation 9.1 Time To Compile 2 3 4 Linux 5.4 50 100 150 200 250 SE +/- 0.17, N = 3 SE +/- 0.27, N = 3 SE +/- 0.28, N = 3 SE +/- 0.38, N = 3 220.05 220.57 220.86 221.14
Mlpack Benchmark Benchmark: scikit_linearridgeregression OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_linearridgeregression 3 4 Linux 5.4 2 4 6 8 10 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 6.40 6.42 6.43
Timed HMMer Search Pfam Database Search OpenBenchmarking.org Seconds, Fewer Is Better Timed HMMer Search 3.3.1 Pfam Database Search 3 Linux 5.4 4 2 30 60 90 120 150 SE +/- 0.31, N = 3 SE +/- 0.24, N = 3 SE +/- 0.13, N = 3 SE +/- 0.54, N = 3 128.16 128.58 128.65 128.75 1. (CC) gcc options: -O3 -pthread -lhmmer -leasel -lm
Mlpack Benchmark Benchmark: scikit_svm OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_svm Linux 5.4 3 4 5 10 15 20 25 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 22.34 22.42 22.44
Mobile Neural Network Model: inception-v3 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2020-09-17 Model: inception-v3 2 3 Linux 5.4 4 16 32 48 64 80 SE +/- 0.35, N = 3 SE +/- 0.08, N = 3 SE +/- 0.29, N = 3 SE +/- 0.18, N = 3 73.66 73.80 73.86 73.99 MIN: 72.87 / MAX: 97.35 MIN: 73.14 / MAX: 88.1 MIN: 73.07 / MAX: 85.95 MIN: 73.27 / MAX: 86.03 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: yolov4-tiny OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: yolov4-tiny 3 Linux 5.4 2 4 14 28 42 56 70 SE +/- 0.06, N = 3 SE +/- 0.16, N = 3 SE +/- 0.09, N = 3 SE +/- 0.04, N = 3 62.33 62.35 62.52 62.60 MIN: 58.97 / MAX: 73.33 MIN: 59.09 / MAX: 66.92 MIN: 57.05 / MAX: 66.12 MIN: 57.9 / MAX: 88.49 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: mobilenet 2 Linux 5.4 3 4 10 20 30 40 50 SE +/- 0.11, N = 3 SE +/- 0.15, N = 3 SE +/- 0.03, N = 3 SE +/- 0.08, N = 3 43.91 43.93 43.99 44.10 MIN: 42 / MAX: 46.77 MIN: 41.99 / MAX: 47.2 MIN: 42.14 / MAX: 45.69 MIN: 42.13 / MAX: 55.35 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
Mobile Neural Network Model: MobileNetV2_224 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2020-09-17 Model: MobileNetV2_224 4 2 Linux 5.4 3 2 4 6 8 10 SE +/- 0.003, N = 3 SE +/- 0.004, N = 3 SE +/- 0.009, N = 3 SE +/- 0.004, N = 3 6.495 6.498 6.501 6.523 MIN: 6.45 / MAX: 9.26 MIN: 6.44 / MAX: 8.03 MIN: 6.45 / MAX: 7.34 MIN: 6.46 / MAX: 9.12 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
eSpeak-NG Speech Engine Text-To-Speech Synthesis OpenBenchmarking.org Seconds, Fewer Is Better eSpeak-NG Speech Engine 20200907 Text-To-Speech Synthesis 3 Linux 5.4 2 4 8 16 24 32 40 SE +/- 0.03, N = 4 SE +/- 0.11, N = 4 SE +/- 0.09, N = 4 SE +/- 0.04, N = 4 34.63 34.73 34.74 34.76 1. (CC) gcc options: -O2 -std=c99
Mlpack Benchmark Benchmark: scikit_ica OpenBenchmarking.org Seconds, Fewer Is Better Mlpack Benchmark Benchmark: scikit_ica Linux 5.4 4 2 3 14 28 42 56 70 SE +/- 0.51, N = 3 SE +/- 0.72, N = 3 SE +/- 0.64, N = 3 SE +/- 0.39, N = 3 60.96 61.01 61.05 61.18
Caffe Model: AlexNet - Acceleration: CPU - Iterations: 100 OpenBenchmarking.org Milli-Seconds, Fewer Is Better Caffe 2020-02-13 Model: AlexNet - Acceleration: CPU - Iterations: 100 3 4 2 Linux 5.4 9K 18K 27K 36K 45K SE +/- 110.34, N = 3 SE +/- 189.67, N = 3 SE +/- 32.54, N = 3 SE +/- 127.82, N = 3 41257 41272 41371 41405 1. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas
Mobile Neural Network Model: mobilenet-v1-1.0 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2020-09-17 Model: mobilenet-v1-1.0 2 4 Linux 5.4 3 3 6 9 12 15 SE +/- 0.013, N = 3 SE +/- 0.017, N = 3 SE +/- 0.026, N = 3 SE +/- 0.011, N = 3 9.554 9.572 9.576 9.588 MIN: 9.42 / MAX: 11.28 MIN: 9.44 / MAX: 11.42 MIN: 9.45 / MAX: 21.34 MIN: 9.49 / MAX: 16.2 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: Vulkan GPU - Model: mnasnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: mnasnet 4 3 Linux 5.4 2 4 8 12 16 20 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.02, N = 3 SE +/- 0.04, N = 3 17.48 17.50 17.54 17.54 MIN: 17.06 / MAX: 18.32 MIN: 17.07 / MAX: 18.23 MIN: 17.1 / MAX: 18.53 MIN: 17 / MAX: 18.31 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: shufflenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: shufflenet-v2 Linux 5.4 3 4 2 3 6 9 12 15 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 9.62 9.62 9.62 9.65 MIN: 9.16 / MAX: 10.33 MIN: 9.23 / MAX: 10.36 MIN: 9.19 / MAX: 10.38 MIN: 9.25 / MAX: 10.28 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
Caffe Model: GoogleNet - Acceleration: CPU - Iterations: 100 OpenBenchmarking.org Milli-Seconds, Fewer Is Better Caffe 2020-02-13 Model: GoogleNet - Acceleration: CPU - Iterations: 100 Linux 5.4 4 2 3 20K 40K 60K 80K 100K SE +/- 279.29, N = 3 SE +/- 260.33, N = 3 SE +/- 67.16, N = 3 SE +/- 343.88, N = 3 107710 107984 108035 108044 1. (CXX) g++ options: -fPIC -O3 -rdynamic -lglog -lgflags -lprotobuf -lpthread -lsz -lz -ldl -lm -llmdb -lopenblas
TNN Target: CPU - Model: MobileNet v2 OpenBenchmarking.org ms, Fewer Is Better TNN 0.2.3 Target: CPU - Model: MobileNet v2 3 Linux 5.4 2 4 60 120 180 240 300 SE +/- 0.12, N = 3 SE +/- 0.20, N = 3 SE +/- 0.29, N = 3 SE +/- 0.19, N = 3 291.41 291.58 291.67 292.12 MIN: 290.58 / MAX: 299.43 MIN: 290.45 / MAX: 299.85 MIN: 290.34 / MAX: 300.21 MIN: 291.06 / MAX: 300.06 1. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
WebP Image Encode Encode Settings: Quality 100, Highest Compression OpenBenchmarking.org Encode Time - Seconds, Fewer Is Better WebP Image Encode 1.1 Encode Settings: Quality 100, Highest Compression 3 4 2 Linux 5.4 2 4 6 8 10 SE +/- 0.002, N = 3 SE +/- 0.009, N = 3 SE +/- 0.010, N = 3 SE +/- 0.001, N = 3 8.727 8.742 8.744 8.747 1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
NCNN Target: Vulkan GPU - Model: vgg16 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: vgg16 2 4 3 Linux 5.4 80 160 240 320 400 SE +/- 0.40, N = 3 SE +/- 0.12, N = 3 SE +/- 0.05, N = 3 SE +/- 0.38, N = 3 346.42 346.54 347.04 347.20 MIN: 328.45 / MAX: 377.97 MIN: 329.3 / MAX: 378.3 MIN: 328.15 / MAX: 377.61 MIN: 327.56 / MAX: 378.35 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: googlenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: googlenet 3 2 4 Linux 5.4 12 24 36 48 60 SE +/- 0.01, N = 3 SE +/- 0.04, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 51.68 51.74 51.75 51.79 MIN: 50.8 / MAX: 52.72 MIN: 50.82 / MAX: 52.73 MIN: 50.77 / MAX: 52.84 MIN: 50.88 / MAX: 52.88 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 2 Linux 5.4 3 4 4 8 12 16 20 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.04, N = 3 16.11 16.13 16.13 16.14 MIN: 15.7 / MAX: 17.14 MIN: 15.69 / MAX: 16.75 MIN: 15.67 / MAX: 16.78 MIN: 15.65 / MAX: 16.98 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: squeezenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: squeezenet 2 Linux 5.4 4 3 14 28 42 56 70 SE +/- 0.11, N = 3 SE +/- 0.23, N = 3 SE +/- 0.09, N = 3 SE +/- 0.36, N = 3 62.25 62.29 62.34 62.36 MIN: 59.82 / MAX: 65.31 MIN: 59.72 / MAX: 64.7 MIN: 59.37 / MAX: 65.14 MIN: 58.92 / MAX: 65.07 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: efficientnet-b0 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: efficientnet-b0 2 Linux 5.4 4 3 7 14 21 28 35 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.04, N = 3 SE +/- 0.03, N = 3 32.09 32.12 32.13 32.14 MIN: 31.58 / MAX: 33.23 MIN: 31.5 / MAX: 32.93 MIN: 31.62 / MAX: 32.91 MIN: 31.56 / MAX: 32.98 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: resnet50 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: resnet50 Linux 5.4 3 2 4 20 40 60 80 100 SE +/- 0.03, N = 3 SE +/- 0.04, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 94.98 95.06 95.07 95.12 MIN: 93.08 / MAX: 96.95 MIN: 93.47 / MAX: 97.41 MIN: 92.99 / MAX: 97.7 MIN: 93.25 / MAX: 96.86 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
TNN Target: CPU - Model: SqueezeNet v1.1 OpenBenchmarking.org ms, Fewer Is Better TNN 0.2.3 Target: CPU - Model: SqueezeNet v1.1 2 4 3 Linux 5.4 60 120 180 240 300 SE +/- 0.11, N = 3 SE +/- 0.07, N = 3 SE +/- 0.03, N = 3 SE +/- 0.23, N = 3 288.42 288.49 288.50 288.81 MIN: 287.9 / MAX: 288.99 MIN: 287.92 / MAX: 289.43 MIN: 288.13 / MAX: 288.88 MIN: 288.01 / MAX: 289.57 1. (CXX) g++ options: -fopenmp -pthread -fvisibility=hidden -O3 -rdynamic -ldl
NCNN Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 Linux 5.4 3 4 2 4 8 12 16 20 SE +/- 0.03, N = 3 SE +/- 0.00, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 17.01 17.01 17.01 17.03 MIN: 16.56 / MAX: 17.62 MIN: 16.6 / MAX: 17.77 MIN: 16.63 / MAX: 17.83 MIN: 16.59 / MAX: 17.85 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: Vulkan GPU - Model: resnet18 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: resnet18 2 3 Linux 5.4 4 9 18 27 36 45 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.07, N = 3 41.28 41.30 41.31 41.32 MIN: 40.22 / MAX: 43.6 MIN: 40.15 / MAX: 43.27 MIN: 40.11 / MAX: 43.66 MIN: 40.2 / MAX: 43.57 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
Mobile Neural Network Model: resnet-v2-50 OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2020-09-17 Model: resnet-v2-50 2 3 Linux 5.4 4 12 24 36 48 60 SE +/- 0.05, N = 3 SE +/- 0.07, N = 3 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 55.39 55.44 55.44 55.45 MIN: 55.01 / MAX: 106.24 MIN: 55.1 / MAX: 67.76 MIN: 55.1 / MAX: 67.33 MIN: 55.14 / MAX: 67.54 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
WebP Image Encode Encode Settings: Default OpenBenchmarking.org Encode Time - Seconds, Fewer Is Better WebP Image Encode 1.1 Encode Settings: Default 3 Linux 5.4 2 4 0.4095 0.819 1.2285 1.638 2.0475 SE +/- 0.001, N = 3 SE +/- 0.002, N = 3 SE +/- 0.000, N = 3 SE +/- 0.002, N = 3 1.819 1.820 1.820 1.820 1. (CC) gcc options: -fvisibility=hidden -O2 -pthread -lm -ljpeg -lpng16 -ltiff
RealSR-NCNN Scale: 4x - TAA: No OpenBenchmarking.org Seconds, Fewer Is Better RealSR-NCNN 20200818 Scale: 4x - TAA: No 4 2 3 Linux 5.4 70 140 210 280 350 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.06, N = 3 SE +/- 0.10, N = 3 340.66 340.68 340.71 340.78
Zstd Compression Compression Level: 19 OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.4.5 Compression Level: 19 4 3 2 Linux 5.4 4 8 12 16 20 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 14.7 14.7 14.7 14.7 1. (CC) gcc options: -O3 -pthread -lz -llzma
Phoronix Test Suite v10.8.4