Core i7 6800K Ubuntu 20.10 Intel Core i7-6800K testing with a MSI X99A WORKSTATION (MS-7A54) v1.0 (1.10 BIOS) and Zotac NVIDIA NV137 2GB on Ubuntu 20.10 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2101059-HA-COREI768045&sor .
Core i7 6800K Ubuntu 20.10 Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server Display Driver Compiler File-System Screen Resolution OpenGL Run 1 Run 2 Run 3 Intel Core i7-6800K @ 3.80GHz (6 Cores / 12 Threads) MSI X99A WORKSTATION (MS-7A54) v1.0 (1.10 BIOS) Intel Xeon E7 v4/Xeon 16GB 120GB TOSHIBA TR150 Zotac NVIDIA GeForce GTX 1050 Realtek ALC1150 G237HL Intel I218-LM + Intel I210 Ubuntu 20.10 5.8.0-33-generic (x86_64) GNOME Shell 3.38.1 X Server 1.20.9 modesetting 1.20.9 GCC 10.2.0 ext4 1920x1080 Zotac NVIDIA NV137 2GB 4.3 Mesa 20.2.1 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++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-JvwpWM/gcc-10-10.2.0/debian/tmp-gcn/usr,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: intel_cpufreq ondemand - CPU Microcode: 0xb000038 Python Details - Python 3.8.6 Security Details - itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT vulnerable + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + 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 generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + srbds: Not affected + tsx_async_abort: Mitigation of Clear buffers; SMT vulnerable
Core i7 6800K Ubuntu 20.10 yquake2: Software CPU - 1920 x 1080 hpcc: G-HPL hpcc: G-Ffte hpcc: EP-DGEMM hpcc: G-Ptrans hpcc: EP-STREAM Triad hpcc: G-Rand Access hpcc: Rand Ring Latency hpcc: Rand Ring Bandwidth hpcc: Max Ping Pong Bandwidth clomp: Static OMP Speedup hmmer: Pfam Database Search mafft: Multiple Sequence Alignment - LSU RNA lammps: Rhodopsin Protein simdjson: Kostya simdjson: LargeRand simdjson: PartialTweets simdjson: DistinctUserID compress-lz4: 1 - Compression Speed compress-lz4: 1 - Decompression Speed compress-lz4: 3 - Compression Speed compress-lz4: 3 - Decompression Speed compress-lz4: 9 - Compression Speed compress-lz4: 9 - Decompression Speed compress-zstd: 3 compress-zstd: 19 crafty: Elapsed Time onednn: IP Shapes 1D - f32 - CPU onednn: IP Shapes 3D - f32 - CPU onednn: IP Shapes 1D - u8s8f32 - CPU onednn: IP Shapes 3D - u8s8f32 - CPU onednn: Convolution Batch Shapes Auto - f32 - CPU onednn: Deconvolution Batch shapes_1d - f32 - CPU onednn: Deconvolution Batch shapes_3d - f32 - CPU onednn: Convolution Batch Shapes Auto - u8s8f32 - CPU onednn: Deconvolution Batch shapes_1d - u8s8f32 - CPU onednn: Deconvolution Batch shapes_3d - u8s8f32 - CPU onednn: Recurrent Neural Network Training - f32 - CPU onednn: Recurrent Neural Network Inference - f32 - CPU onednn: Recurrent Neural Network Training - u8s8f32 - CPU onednn: Recurrent Neural Network Inference - u8s8f32 - CPU onednn: Matrix Multiply Batch Shapes Transformer - f32 - CPU onednn: Recurrent Neural Network Training - bf16bf16bf16 - CPU onednn: Recurrent Neural Network Inference - bf16bf16bf16 - CPU onednn: Matrix Multiply Batch Shapes Transformer - u8s8f32 - CPU dav1d: Chimera 1080p dav1d: Summer Nature 4K dav1d: Summer Nature 1080p dav1d: Chimera 1080p 10-bit embree: Pathtracer - Crown embree: Pathtracer ISPC - Crown embree: Pathtracer - Asian Dragon embree: Pathtracer ISPC - Asian Dragon kvazaar: Bosphorus 4K - Slow kvazaar: Bosphorus 4K - Medium kvazaar: Bosphorus 1080p - Slow kvazaar: Bosphorus 1080p - Medium kvazaar: Bosphorus 4K - Very Fast kvazaar: Bosphorus 4K - Ultra Fast kvazaar: Bosphorus 1080p - Very Fast kvazaar: Bosphorus 1080p - Ultra Fast rav1e: 1 rav1e: 5 rav1e: 6 rav1e: 10 x264: H.264 Video Encoding x265: Bosphorus 4K x265: Bosphorus 1080p coremark: CoreMark Size 666 - Iterations Per Second stockfish: Total Time asmfish: 1024 Hash Memory, 26 Depth build-ffmpeg: Time To Compile build-linux-kernel: Time To Compile build2: Time To Compile yafaray: Total Time For Sample Scene build-eigen: Time To Compile deepspeech: CPU encode-ape: WAV To APE encode-opus: WAV To Opus Encode espeak: Text-To-Speech Synthesis rnnoise: node-web-tooling: gromacs: Water Benchmark astcenc: Fast astcenc: Medium astcenc: Thorough astcenc: Exhaustive basis: ETC1S basis: UASTC Level 0 basis: UASTC Level 2 basis: UASTC Level 3 basis: UASTC Level 2 + RDO Post-Processing sqlite-speedtest: Timed Time - Size 1,000 redis: LPOP redis: SADD redis: LPUSH redis: GET redis: SET 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 indigobench: CPU - Bedroom indigobench: CPU - Supercar ai-benchmark: Device Inference Score ai-benchmark: Device Training Score ai-benchmark: Device AI Score phpbench: PHP Benchmark Suite encode-wavpack: WAV To WavPack unpack-firefox: firefox-84.0.source.tar.xz brl-cad: VGR Performance Metric Run 1 Run 2 Run 3 81.7 86.18872 2.07387 37.23113 2.50276 5.34605 0.02410 0.43412 2.51129 12775.554 1.2 131.746 11.416 2.603 0.58 0.39 0.69 0.71 5400.28 6392.0 43.21 6291.6 42.29 6298.2 2971.6 31.3 7034860 13.0274 10.05002 9.32830 3.81378 16.9453 19.0877 15.9999 17.1744 25.9310 12.7573 11058.9 7394.07 11071.4 7400.87 8.20994 11020.0 7391.52 9.47929 361.59 102.45 322.35 67.76 6.4106 7.3664 7.5212 9.2012 2.69 2.75 11.00 11.33 7.71 14.04 29.38 52.74 0.277 0.828 1.091 2.371 52.05 8.64 35.22 192969.408009 10414229 15683640 100.248 158.694 264.647 272.343 99.304 109.37800 14.397 9.462 39.673 25.152 8.90 0.568 7.54 8.83 55.32 427.41 68.928 10.851 58.979 113.012 957.165 79.758 2200466.42 1786977.08 1314301.94 2022289.54 1511980.13 75.07 27.04 17.22 35.12 17.03 35.75 9.11 69.77 131.95 55.65 35.40 173.24 79.51 59.71 58.07 0.979 2.275 815 881 1696 622110 16.273 23.662 70291 81.2 86.50860 2.08554 37.38293 2.51283 5.13392 0.02397 0.44873 2.36057 12753.061 1.2 131.059 11.554 2.711 0.58 0.39 0.69 0.71 5389.98 6384.4 43.21 6285.0 42.30 6286.9 2966.5 31.2 7047214 12.6605 9.80732 9.16745 3.77356 16.9993 19.0626 15.8302 17.2067 25.7090 12.6702 11071.2 7385.86 11074.2 7404.31 7.18295 11062.6 7430.60 9.51403 362.52 102.74 323.32 67.71 6.4340 7.3146 7.6137 9.1127 2.69 2.76 11.04 11.35 7.73 14.04 29.35 52.92 0.280 0.818 1.085 2.369 51.97 8.60 34.75 192628.863487 10336902 15739160 100.009 159.021 265.496 271.975 98.969 109.66230 14.381 9.511 40.569 24.959 8.79 0.568 7.54 8.20 52.22 422.82 68.683 10.872 58.951 112.928 966.396 79.637 1361545.28 1750815.54 1311290.87 1965096.13 1574421.25 74.53 27.22 17.06 35.79 18.14 35.16 9.01 70.17 131.74 56.42 35.20 169.88 79.19 60.05 56.97 0.977 2.254 820 882 1702 619528 16.157 23.604 70116 81.3 86.65972 2.07874 36.87293 2.50070 5.54450 0.02441 0.43635 2.44927 12872.700 1.2 131.347 11.472 2.643 0.58 0.39 0.69 0.71 5377.61 6385.2 43.24 6291.5 42.28 6295.4 2969.0 31.2 7024969 12.7106 10.0958 9.21052 3.73038 16.9394 19.1393 15.7450 17.2416 25.7774 12.6246 11111.7 7418.02 11063.8 7415.85 7.21289 11119.0 7414.46 9.63747 361.92 102.34 323.64 67.60 6.4533 7.3115 7.5330 9.1881 2.69 2.75 11.01 11.33 7.71 14.02 29.36 52.78 0.278 0.829 1.092 2.354 52.15 8.74 35.10 195702.021203 10430427 15902806 101.161 158.064 265.692 272.395 99.544 110.4851 14.376 9.585 40.871 25.239 8.89 0.564 7.54 8.31 52.17 422.91 69.243 11.048 58.994 113.137 962.778 79.631 1354046.58 1746188.19 1323367.41 1960201.46 1558674.52 75.19 27.56 17.04 35.26 17.23 35.71 8.70 69.99 131.81 57.44 35.43 171.13 78.92 59.78 57.70 0.983 2.274 OpenBenchmarking.org
yquake2 Renderer: Software CPU - Resolution: 1920 x 1080 OpenBenchmarking.org Frames Per Second, More Is Better yquake2 7.45 Renderer: Software CPU - Resolution: 1920 x 1080 Run 1 Run 3 Run 2 20 40 60 80 100 SE +/- 0.78, N = 3 SE +/- 0.26, N = 3 SE +/- 0.93, N = 3 81.7 81.3 81.2 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
HPC Challenge Test / Class: G-HPL OpenBenchmarking.org GFLOPS, More Is Better HPC Challenge 1.5.0 Test / Class: G-HPL Run 3 Run 2 Run 1 20 40 60 80 100 SE +/- 0.89, N = 9 SE +/- 1.20, N = 3 SE +/- 0.94, N = 9 86.66 86.51 86.19 1. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops 2. ATLAS + Open MPI 4.0.3
HPC Challenge Test / Class: G-Ffte OpenBenchmarking.org GFLOPS, More Is Better HPC Challenge 1.5.0 Test / Class: G-Ffte Run 2 Run 3 Run 1 0.4692 0.9384 1.4076 1.8768 2.346 SE +/- 0.05507, N = 3 SE +/- 0.05394, N = 3 SE +/- 0.13748, N = 3 2.08554 2.07874 2.07387 1. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops 2. ATLAS + Open MPI 4.0.3
HPC Challenge Test / Class: EP-DGEMM OpenBenchmarking.org GFLOPS, More Is Better HPC Challenge 1.5.0 Test / Class: EP-DGEMM Run 2 Run 1 Run 3 9 18 27 36 45 SE +/- 0.40, N = 3 SE +/- 0.60, N = 3 SE +/- 0.49, N = 3 37.38 37.23 36.87 1. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops 2. ATLAS + Open MPI 4.0.3
HPC Challenge Test / Class: G-Ptrans OpenBenchmarking.org GB/s, More Is Better HPC Challenge 1.5.0 Test / Class: G-Ptrans Run 2 Run 1 Run 3 0.5654 1.1308 1.6962 2.2616 2.827 SE +/- 0.00766, N = 3 SE +/- 0.00379, N = 3 SE +/- 0.00646, N = 3 2.51283 2.50276 2.50070 1. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops 2. ATLAS + Open MPI 4.0.3
HPC Challenge Test / Class: EP-STREAM Triad OpenBenchmarking.org GB/s, More Is Better HPC Challenge 1.5.0 Test / Class: EP-STREAM Triad Run 3 Run 1 Run 2 1.2475 2.495 3.7425 4.99 6.2375 SE +/- 0.01514, N = 3 SE +/- 0.07070, N = 3 SE +/- 0.09991, N = 3 5.54450 5.34605 5.13392 1. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops 2. ATLAS + Open MPI 4.0.3
HPC Challenge Test / Class: G-Random Access OpenBenchmarking.org GUP/s, More Is Better HPC Challenge 1.5.0 Test / Class: G-Random Access Run 3 Run 1 Run 2 0.0055 0.011 0.0165 0.022 0.0275 SE +/- 0.00023, N = 3 SE +/- 0.00028, N = 3 SE +/- 0.00072, N = 3 0.02441 0.02410 0.02397 1. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops 2. ATLAS + Open MPI 4.0.3
HPC Challenge Test / Class: Random Ring Latency OpenBenchmarking.org usecs, Fewer Is Better HPC Challenge 1.5.0 Test / Class: Random Ring Latency Run 1 Run 3 Run 2 0.101 0.202 0.303 0.404 0.505 SE +/- 0.01254, N = 3 SE +/- 0.01324, N = 3 SE +/- 0.00111, N = 3 0.43412 0.43635 0.44873 1. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops 2. ATLAS + Open MPI 4.0.3
HPC Challenge Test / Class: Random Ring Bandwidth OpenBenchmarking.org GB/s, More Is Better HPC Challenge 1.5.0 Test / Class: Random Ring Bandwidth Run 1 Run 3 Run 2 0.565 1.13 1.695 2.26 2.825 SE +/- 0.09513, N = 3 SE +/- 0.10589, N = 3 SE +/- 0.01108, N = 3 2.51129 2.44927 2.36057 1. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops 2. ATLAS + Open MPI 4.0.3
HPC Challenge Test / Class: Max Ping Pong Bandwidth OpenBenchmarking.org MB/s, More Is Better HPC Challenge 1.5.0 Test / Class: Max Ping Pong Bandwidth Run 3 Run 1 Run 2 3K 6K 9K 12K 15K SE +/- 46.85, N = 3 SE +/- 41.78, N = 3 SE +/- 19.51, N = 3 12872.70 12775.55 12753.06 1. (CC) gcc options: -lblas -lm -pthread -lmpi -fomit-frame-pointer -funroll-loops 2. ATLAS + Open MPI 4.0.3
CLOMP Static OMP Speedup OpenBenchmarking.org Speedup, More Is Better CLOMP 1.2 Static OMP Speedup Run 3 Run 2 Run 1 0.27 0.54 0.81 1.08 1.35 SE +/- 0.01, N = 15 SE +/- 0.00, N = 3 SE +/- 0.01, N = 15 1.2 1.2 1.2 1. (CC) gcc options: -fopenmp -O3 -lm
Timed HMMer Search Pfam Database Search OpenBenchmarking.org Seconds, Fewer Is Better Timed HMMer Search 3.3.1 Pfam Database Search Run 2 Run 3 Run 1 30 60 90 120 150 SE +/- 0.21, N = 3 SE +/- 0.12, N = 3 SE +/- 0.62, N = 3 131.06 131.35 131.75 1. (CC) gcc options: -O3 -pthread -lhmmer -leasel -lm
Timed MAFFT Alignment Multiple Sequence Alignment - LSU RNA OpenBenchmarking.org Seconds, Fewer Is Better Timed MAFFT Alignment 7.471 Multiple Sequence Alignment - LSU RNA Run 1 Run 3 Run 2 3 6 9 12 15 SE +/- 0.13, N = 3 SE +/- 0.12, N = 3 SE +/- 0.16, N = 3 11.42 11.47 11.55 1. (CC) gcc options: -std=c99 -O3 -lm -lpthread
LAMMPS Molecular Dynamics Simulator Model: Rhodopsin Protein OpenBenchmarking.org ns/day, More Is Better LAMMPS Molecular Dynamics Simulator 29Oct2020 Model: Rhodopsin Protein Run 2 Run 3 Run 1 0.61 1.22 1.83 2.44 3.05 SE +/- 0.040, N = 15 SE +/- 0.005, N = 3 SE +/- 0.027, N = 15 2.711 2.643 2.603 1. (CXX) g++ options: -O3 -pthread -lm
simdjson Throughput Test: Kostya OpenBenchmarking.org GB/s, More Is Better simdjson 0.7.1 Throughput Test: Kostya Run 3 Run 2 Run 1 0.1305 0.261 0.3915 0.522 0.6525 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 0.58 0.58 0.58 1. (CXX) g++ options: -O3 -pthread
simdjson Throughput Test: LargeRandom OpenBenchmarking.org GB/s, More Is Better simdjson 0.7.1 Throughput Test: LargeRandom Run 3 Run 2 Run 1 0.0878 0.1756 0.2634 0.3512 0.439 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 0.39 0.39 0.39 1. (CXX) g++ options: -O3 -pthread
simdjson Throughput Test: PartialTweets OpenBenchmarking.org GB/s, More Is Better simdjson 0.7.1 Throughput Test: PartialTweets Run 3 Run 2 Run 1 0.1553 0.3106 0.4659 0.6212 0.7765 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 0.69 0.69 0.69 1. (CXX) g++ options: -O3 -pthread
simdjson Throughput Test: DistinctUserID OpenBenchmarking.org GB/s, More Is Better simdjson 0.7.1 Throughput Test: DistinctUserID Run 3 Run 2 Run 1 0.1598 0.3196 0.4794 0.6392 0.799 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 0.71 0.71 0.71 1. (CXX) g++ options: -O3 -pthread
LZ4 Compression Compression Level: 1 - Compression Speed OpenBenchmarking.org MB/s, More Is Better LZ4 Compression 1.9.3 Compression Level: 1 - Compression Speed Run 1 Run 2 Run 3 1200 2400 3600 4800 6000 SE +/- 2.58, N = 3 SE +/- 1.99, N = 3 SE +/- 0.16, N = 3 5400.28 5389.98 5377.61 1. (CC) gcc options: -O3
LZ4 Compression Compression Level: 1 - Decompression Speed OpenBenchmarking.org MB/s, More Is Better LZ4 Compression 1.9.3 Compression Level: 1 - Decompression Speed Run 1 Run 3 Run 2 1400 2800 4200 5600 7000 SE +/- 1.39, N = 3 SE +/- 0.96, N = 3 SE +/- 3.86, N = 3 6392.0 6385.2 6384.4 1. (CC) gcc options: -O3
LZ4 Compression Compression Level: 3 - Compression Speed OpenBenchmarking.org MB/s, More Is Better LZ4 Compression 1.9.3 Compression Level: 3 - Compression Speed Run 3 Run 2 Run 1 10 20 30 40 50 SE +/- 0.01, N = 3 SE +/- 0.05, N = 3 SE +/- 0.04, N = 3 43.24 43.21 43.21 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 Run 1 Run 3 Run 2 1300 2600 3900 5200 6500 SE +/- 1.24, N = 3 SE +/- 3.87, N = 3 SE +/- 2.97, N = 3 6291.6 6291.5 6285.0 1. (CC) gcc options: -O3
LZ4 Compression Compression Level: 9 - Compression Speed OpenBenchmarking.org MB/s, More Is Better LZ4 Compression 1.9.3 Compression Level: 9 - Compression Speed Run 2 Run 1 Run 3 10 20 30 40 50 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 42.30 42.29 42.28 1. (CC) gcc options: -O3
LZ4 Compression Compression Level: 9 - Decompression Speed OpenBenchmarking.org MB/s, More Is Better LZ4 Compression 1.9.3 Compression Level: 9 - Decompression Speed Run 1 Run 3 Run 2 1300 2600 3900 5200 6500 SE +/- 2.81, N = 3 SE +/- 3.26, N = 3 SE +/- 4.84, N = 3 6298.2 6295.4 6286.9 1. (CC) gcc options: -O3
Zstd Compression Compression Level: 3 OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.4.5 Compression Level: 3 Run 1 Run 3 Run 2 600 1200 1800 2400 3000 SE +/- 3.47, N = 3 SE +/- 7.85, N = 3 SE +/- 4.29, N = 3 2971.6 2969.0 2966.5 1. (CC) gcc options: -O3 -pthread -lz -llzma
Zstd Compression Compression Level: 19 OpenBenchmarking.org MB/s, More Is Better Zstd Compression 1.4.5 Compression Level: 19 Run 1 Run 3 Run 2 7 14 21 28 35 SE +/- 0.06, N = 3 SE +/- 0.06, N = 3 SE +/- 0.09, N = 3 31.3 31.2 31.2 1. (CC) gcc options: -O3 -pthread -lz -llzma
Crafty Elapsed Time OpenBenchmarking.org Nodes Per Second, More Is Better Crafty 25.2 Elapsed Time Run 2 Run 1 Run 3 1.5M 3M 4.5M 6M 7.5M SE +/- 5337.82, N = 3 SE +/- 16316.81, N = 3 SE +/- 13562.60, N = 3 7047214 7034860 7024969 1. (CC) gcc options: -pthread -lstdc++ -fprofile-use -lm
oneDNN Harness: IP Shapes 1D - Data Type: f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.0 Harness: IP Shapes 1D - Data Type: f32 - Engine: CPU Run 2 Run 3 Run 1 3 6 9 12 15 SE +/- 0.06, N = 3 SE +/- 0.04, N = 3 SE +/- 0.08, N = 3 12.66 12.71 13.03 MIN: 6.05 MIN: 5.94 MIN: 6.76 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
oneDNN Harness: IP Shapes 3D - Data Type: f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.0 Harness: IP Shapes 3D - Data Type: f32 - Engine: CPU Run 2 Run 1 Run 3 3 6 9 12 15 SE +/- 0.03591, N = 3 SE +/- 0.09931, N = 3 SE +/- 0.04430, N = 3 9.80732 10.05002 10.09580 MIN: 8.52 MIN: 8.56 MIN: 8.61 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
oneDNN Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.0 Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPU Run 2 Run 3 Run 1 3 6 9 12 15 SE +/- 0.03003, N = 3 SE +/- 0.04781, N = 3 SE +/- 0.06357, N = 3 9.16745 9.21052 9.32830 MIN: 3.97 MIN: 3.97 MIN: 3.98 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
oneDNN Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.0 Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPU Run 3 Run 2 Run 1 0.8581 1.7162 2.5743 3.4324 4.2905 SE +/- 0.01990, N = 3 SE +/- 0.00200, N = 3 SE +/- 0.00333, N = 3 3.73038 3.77356 3.81378 MIN: 3.21 MIN: 3.18 MIN: 3.12 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
oneDNN Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.0 Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPU Run 3 Run 1 Run 2 4 8 12 16 20 SE +/- 0.04, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 16.94 16.95 17.00 MIN: 13.98 MIN: 14.04 MIN: 13.62 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
oneDNN Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.0 Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPU Run 2 Run 1 Run 3 5 10 15 20 25 SE +/- 0.06, N = 3 SE +/- 0.16, N = 3 SE +/- 0.05, N = 3 19.06 19.09 19.14 MIN: 8.04 MIN: 8.36 MIN: 8.13 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
oneDNN Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.0 Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPU Run 3 Run 2 Run 1 4 8 12 16 20 SE +/- 0.07, N = 3 SE +/- 0.05, N = 3 SE +/- 0.08, N = 3 15.75 15.83 16.00 MIN: 11.87 MIN: 11.82 MIN: 12.18 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
oneDNN Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.0 Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPU Run 1 Run 2 Run 3 4 8 12 16 20 SE +/- 0.04, N = 3 SE +/- 0.07, N = 3 SE +/- 0.03, N = 3 17.17 17.21 17.24 MIN: 12.71 MIN: 13.27 MIN: 12.66 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
oneDNN Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.0 Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPU Run 2 Run 3 Run 1 6 12 18 24 30 SE +/- 0.01, N = 3 SE +/- 0.18, N = 3 SE +/- 0.09, N = 3 25.71 25.78 25.93 MIN: 9.67 MIN: 9.78 MIN: 9.72 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
oneDNN Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.0 Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPU Run 3 Run 2 Run 1 3 6 9 12 15 SE +/- 0.05, N = 3 SE +/- 0.02, N = 3 SE +/- 0.07, N = 3 12.62 12.67 12.76 MIN: 7.63 MIN: 8.03 MIN: 8.27 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
oneDNN Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.0 Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU Run 1 Run 2 Run 3 2K 4K 6K 8K 10K SE +/- 10.33, N = 3 SE +/- 4.29, N = 3 SE +/- 7.07, N = 3 11058.9 11071.2 11111.7 MIN: 10774.1 MIN: 10804.1 MIN: 10816.9 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
oneDNN Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.0 Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU Run 2 Run 1 Run 3 1600 3200 4800 6400 8000 SE +/- 11.50, N = 3 SE +/- 20.69, N = 3 SE +/- 6.04, N = 3 7385.86 7394.07 7418.02 MIN: 7090.33 MIN: 7102.56 MIN: 7150.1 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
oneDNN Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.0 Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPU Run 3 Run 1 Run 2 2K 4K 6K 8K 10K SE +/- 11.56, N = 3 SE +/- 8.16, N = 3 SE +/- 10.87, N = 3 11063.8 11071.4 11074.2 MIN: 10764.6 MIN: 10803.3 MIN: 10796.5 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
oneDNN Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.0 Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU Run 1 Run 2 Run 3 1600 3200 4800 6400 8000 SE +/- 12.71, N = 3 SE +/- 0.26, N = 3 SE +/- 4.87, N = 3 7400.87 7404.31 7415.85 MIN: 7138.98 MIN: 7147.81 MIN: 7149.4 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
oneDNN Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.0 Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPU Run 2 Run 3 Run 1 2 4 6 8 10 SE +/- 0.02084, N = 3 SE +/- 0.02417, N = 3 SE +/- 0.48864, N = 15 7.18295 7.21289 8.20994 MIN: 3.37 MIN: 3.38 MIN: 3.29 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
oneDNN Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.0 Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU Run 1 Run 2 Run 3 2K 4K 6K 8K 10K SE +/- 10.72, N = 3 SE +/- 26.91, N = 3 SE +/- 17.48, N = 3 11020.0 11062.6 11119.0 MIN: 10766 MIN: 10773.5 MIN: 10848.6 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
oneDNN Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.0 Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU Run 1 Run 3 Run 2 1600 3200 4800 6400 8000 SE +/- 7.28, N = 3 SE +/- 14.92, N = 3 SE +/- 42.16, N = 3 7391.52 7414.46 7430.60 MIN: 7132.96 MIN: 7129.34 MIN: 7131.37 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
oneDNN Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPU OpenBenchmarking.org ms, Fewer Is Better oneDNN 2.0 Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPU Run 1 Run 2 Run 3 3 6 9 12 15 SE +/- 0.03038, N = 3 SE +/- 0.01988, N = 3 SE +/- 0.03653, N = 3 9.47929 9.51403 9.63747 MIN: 4.26 MIN: 4.29 MIN: 4.31 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
dav1d Video Input: Chimera 1080p OpenBenchmarking.org FPS, More Is Better dav1d 0.8.1 Video Input: Chimera 1080p Run 2 Run 3 Run 1 80 160 240 320 400 SE +/- 1.27, N = 3 SE +/- 1.19, N = 3 SE +/- 0.56, N = 3 362.52 361.92 361.59 MIN: 267.49 / MAX: 564.49 MIN: 266.52 / MAX: 567.25 MIN: 267 / MAX: 561.79 1. (CC) gcc options: -pthread
dav1d Video Input: Summer Nature 4K OpenBenchmarking.org FPS, More Is Better dav1d 0.8.1 Video Input: Summer Nature 4K Run 2 Run 1 Run 3 20 40 60 80 100 SE +/- 0.10, N = 3 SE +/- 0.07, N = 3 SE +/- 0.15, N = 3 102.74 102.45 102.34 MIN: 96.51 / MAX: 116.33 MIN: 96.59 / MAX: 115.32 MIN: 96.39 / MAX: 115.07 1. (CC) gcc options: -pthread
dav1d Video Input: Summer Nature 1080p OpenBenchmarking.org FPS, More Is Better dav1d 0.8.1 Video Input: Summer Nature 1080p Run 3 Run 2 Run 1 70 140 210 280 350 SE +/- 0.82, N = 3 SE +/- 0.18, N = 3 SE +/- 0.61, N = 3 323.64 323.32 322.35 MIN: 272 / MAX: 354.89 MIN: 283.06 / MAX: 351.54 MIN: 273.49 / MAX: 351.84 1. (CC) gcc options: -pthread
dav1d Video Input: Chimera 1080p 10-bit OpenBenchmarking.org FPS, More Is Better dav1d 0.8.1 Video Input: Chimera 1080p 10-bit Run 1 Run 2 Run 3 15 30 45 60 75 SE +/- 0.07, N = 3 SE +/- 0.13, N = 3 SE +/- 0.01, N = 3 67.76 67.71 67.60 MIN: 44.17 / MAX: 170.52 MIN: 44.16 / MAX: 166.83 MIN: 44.14 / MAX: 165.37 1. (CC) gcc options: -pthread
Embree Binary: Pathtracer - Model: Crown OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.9.0 Binary: Pathtracer - Model: Crown Run 3 Run 2 Run 1 2 4 6 8 10 SE +/- 0.0142, N = 3 SE +/- 0.0076, N = 3 SE +/- 0.0067, N = 3 6.4533 6.4340 6.4106 MIN: 6.39 / MAX: 6.57 MIN: 6.37 / MAX: 6.53 MIN: 6.35 / MAX: 6.51
Embree Binary: Pathtracer ISPC - Model: Crown OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.9.0 Binary: Pathtracer ISPC - Model: Crown Run 1 Run 2 Run 3 2 4 6 8 10 SE +/- 0.0045, N = 3 SE +/- 0.0251, N = 3 SE +/- 0.0111, N = 3 7.3664 7.3146 7.3115 MIN: 7.29 / MAX: 7.5 MIN: 7.22 / MAX: 7.48 MIN: 7.24 / MAX: 7.45
Embree Binary: Pathtracer - Model: Asian Dragon OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.9.0 Binary: Pathtracer - Model: Asian Dragon Run 2 Run 3 Run 1 2 4 6 8 10 SE +/- 0.0742, N = 3 SE +/- 0.0113, N = 3 SE +/- 0.0019, N = 3 7.6137 7.5330 7.5212 MIN: 7.43 / MAX: 7.81 MIN: 7.49 / MAX: 7.62 MIN: 7.48 / MAX: 7.63
Embree Binary: Pathtracer ISPC - Model: Asian Dragon OpenBenchmarking.org Frames Per Second, More Is Better Embree 3.9.0 Binary: Pathtracer ISPC - Model: Asian Dragon Run 1 Run 3 Run 2 3 6 9 12 15 SE +/- 0.0541, N = 3 SE +/- 0.0422, N = 3 SE +/- 0.0329, N = 3 9.2012 9.1881 9.1127 MIN: 9.04 / MAX: 9.42 MIN: 9.09 / MAX: 9.41 MIN: 9.01 / MAX: 9.31
Kvazaar Video Input: Bosphorus 4K - Video Preset: Slow OpenBenchmarking.org Frames Per Second, More Is Better Kvazaar 2.0 Video Input: Bosphorus 4K - Video Preset: Slow Run 3 Run 2 Run 1 0.6053 1.2106 1.8159 2.4212 3.0265 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 2.69 2.69 2.69 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
Kvazaar Video Input: Bosphorus 4K - Video Preset: Medium OpenBenchmarking.org Frames Per Second, More Is Better Kvazaar 2.0 Video Input: Bosphorus 4K - Video Preset: Medium Run 2 Run 3 Run 1 0.621 1.242 1.863 2.484 3.105 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 2.76 2.75 2.75 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
Kvazaar Video Input: Bosphorus 1080p - Video Preset: Slow OpenBenchmarking.org Frames Per Second, More Is Better Kvazaar 2.0 Video Input: Bosphorus 1080p - Video Preset: Slow Run 2 Run 3 Run 1 3 6 9 12 15 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 11.04 11.01 11.00 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
Kvazaar Video Input: Bosphorus 1080p - Video Preset: Medium OpenBenchmarking.org Frames Per Second, More Is Better Kvazaar 2.0 Video Input: Bosphorus 1080p - Video Preset: Medium Run 2 Run 3 Run 1 3 6 9 12 15 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.02, N = 3 11.35 11.33 11.33 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
Kvazaar Video Input: Bosphorus 4K - Video Preset: Very Fast OpenBenchmarking.org Frames Per Second, More Is Better Kvazaar 2.0 Video Input: Bosphorus 4K - Video Preset: Very Fast Run 2 Run 3 Run 1 2 4 6 8 10 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 7.73 7.71 7.71 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
Kvazaar Video Input: Bosphorus 4K - Video Preset: Ultra Fast OpenBenchmarking.org Frames Per Second, More Is Better Kvazaar 2.0 Video Input: Bosphorus 4K - Video Preset: Ultra Fast Run 2 Run 1 Run 3 4 8 12 16 20 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 14.04 14.04 14.02 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
Kvazaar Video Input: Bosphorus 1080p - Video Preset: Very Fast OpenBenchmarking.org Frames Per Second, More Is Better Kvazaar 2.0 Video Input: Bosphorus 1080p - Video Preset: Very Fast Run 1 Run 3 Run 2 7 14 21 28 35 SE +/- 0.06, N = 3 SE +/- 0.09, N = 3 SE +/- 0.02, N = 3 29.38 29.36 29.35 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
Kvazaar Video Input: Bosphorus 1080p - Video Preset: Ultra Fast OpenBenchmarking.org Frames Per Second, More Is Better Kvazaar 2.0 Video Input: Bosphorus 1080p - Video Preset: Ultra Fast Run 2 Run 3 Run 1 12 24 36 48 60 SE +/- 0.05, N = 3 SE +/- 0.08, N = 3 SE +/- 0.01, N = 3 52.92 52.78 52.74 1. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt
rav1e Speed: 1 OpenBenchmarking.org Frames Per Second, More Is Better rav1e 0.4 Alpha Speed: 1 Run 2 Run 3 Run 1 0.063 0.126 0.189 0.252 0.315 SE +/- 0.001, N = 3 SE +/- 0.002, N = 3 SE +/- 0.004, N = 3 0.280 0.278 0.277
rav1e Speed: 5 OpenBenchmarking.org Frames Per Second, More Is Better rav1e 0.4 Alpha Speed: 5 Run 3 Run 1 Run 2 0.1865 0.373 0.5595 0.746 0.9325 SE +/- 0.003, N = 3 SE +/- 0.011, N = 3 SE +/- 0.006, N = 3 0.829 0.828 0.818
rav1e Speed: 6 OpenBenchmarking.org Frames Per Second, More Is Better rav1e 0.4 Alpha Speed: 6 Run 3 Run 1 Run 2 0.2457 0.4914 0.7371 0.9828 1.2285 SE +/- 0.007, N = 3 SE +/- 0.002, N = 3 SE +/- 0.010, N = 3 1.092 1.091 1.085
rav1e Speed: 10 OpenBenchmarking.org Frames Per Second, More Is Better rav1e 0.4 Alpha Speed: 10 Run 1 Run 2 Run 3 0.5335 1.067 1.6005 2.134 2.6675 SE +/- 0.013, N = 3 SE +/- 0.025, N = 3 SE +/- 0.015, N = 3 2.371 2.369 2.354
x264 H.264 Video Encoding OpenBenchmarking.org Frames Per Second, More Is Better x264 2019-12-17 H.264 Video Encoding Run 3 Run 1 Run 2 12 24 36 48 60 SE +/- 0.42, N = 9 SE +/- 0.41, N = 9 SE +/- 0.43, N = 8 52.15 52.05 51.97 1. (CC) gcc options: -ldl -lavformat -lavcodec -lavutil -lswscale -m64 -lm -lpthread -O3 -ffast-math -std=gnu99 -fPIC -fomit-frame-pointer -fno-tree-vectorize
x265 Video Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better x265 3.4 Video Input: Bosphorus 4K Run 3 Run 1 Run 2 2 4 6 8 10 SE +/- 0.11, N = 3 SE +/- 0.02, N = 3 SE +/- 0.06, N = 3 8.74 8.64 8.60 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 Run 1 Run 3 Run 2 8 16 24 32 40 SE +/- 0.11, N = 3 SE +/- 0.11, N = 3 SE +/- 0.28, N = 3 35.22 35.10 34.75 1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma
Coremark CoreMark Size 666 - Iterations Per Second OpenBenchmarking.org Iterations/Sec, More Is Better Coremark 1.0 CoreMark Size 666 - Iterations Per Second Run 3 Run 1 Run 2 40K 80K 120K 160K 200K SE +/- 441.31, N = 3 SE +/- 1296.05, N = 3 SE +/- 1995.67, N = 4 195702.02 192969.41 192628.86 1. (CC) gcc options: -O2 -lrt" -lrt
Stockfish Total Time OpenBenchmarking.org Nodes Per Second, More Is Better Stockfish 12 Total Time Run 3 Run 1 Run 2 2M 4M 6M 8M 10M SE +/- 41101.79, N = 3 SE +/- 125432.49, N = 3 SE +/- 55842.23, N = 3 10430427 10414229 10336902 1. (CXX) g++ options: -m64 -lpthread -fno-exceptions -std=c++17 -pedantic -O3 -msse -msse3 -mpopcnt -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 Run 3 Run 2 Run 1 3M 6M 9M 12M 15M SE +/- 137366.03, N = 7 SE +/- 44605.31, N = 3 SE +/- 154965.11, N = 6 15902806 15739160 15683640
Timed FFmpeg Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed FFmpeg Compilation 4.2.2 Time To Compile Run 2 Run 1 Run 3 20 40 60 80 100 SE +/- 0.11, N = 3 SE +/- 0.37, N = 3 SE +/- 0.88, N = 3 100.01 100.25 101.16
Timed Linux Kernel Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed Linux Kernel Compilation 5.4 Time To Compile Run 3 Run 1 Run 2 40 80 120 160 200 SE +/- 0.84, N = 3 SE +/- 1.34, N = 3 SE +/- 1.17, N = 3 158.06 158.69 159.02
Build2 Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Build2 0.13 Time To Compile Run 1 Run 2 Run 3 60 120 180 240 300 SE +/- 0.63, N = 3 SE +/- 0.57, N = 3 SE +/- 0.98, N = 3 264.65 265.50 265.69
YafaRay Total Time For Sample Scene OpenBenchmarking.org Seconds, Fewer Is Better YafaRay 3.4.1 Total Time For Sample Scene Run 2 Run 1 Run 3 60 120 180 240 300 SE +/- 0.37, N = 3 SE +/- 0.45, N = 3 SE +/- 0.28, N = 3 271.98 272.34 272.40 1. (CXX) g++ options: -std=c++11 -O3 -ffast-math -rdynamic -ldl -lImath -lIlmImf -lIex -lHalf -lz -lIlmThread -lxml2 -lfreetype -lpthread
Timed Eigen Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed Eigen Compilation 3.3.9 Time To Compile Run 2 Run 1 Run 3 20 40 60 80 100 SE +/- 0.16, N = 3 SE +/- 0.43, N = 3 SE +/- 0.48, N = 3 98.97 99.30 99.54
DeepSpeech Acceleration: CPU OpenBenchmarking.org Seconds, Fewer Is Better DeepSpeech 0.6 Acceleration: CPU Run 1 Run 2 Run 3 20 40 60 80 100 SE +/- 0.34, N = 3 SE +/- 0.33, N = 3 SE +/- 0.23, N = 3 109.38 109.66 110.49
Monkey Audio Encoding WAV To APE OpenBenchmarking.org Seconds, Fewer Is Better Monkey Audio Encoding 3.99.6 WAV To APE Run 3 Run 2 Run 1 4 8 12 16 20 SE +/- 0.08, N = 5 SE +/- 0.06, N = 24 SE +/- 0.07, N = 5 14.38 14.38 14.40 1. (CXX) g++ options: -O3 -pedantic -rdynamic -lrt
Opus Codec Encoding WAV To Opus Encode OpenBenchmarking.org Seconds, Fewer Is Better Opus Codec Encoding 1.3.1 WAV To Opus Encode Run 1 Run 2 Run 3 3 6 9 12 15 SE +/- 0.024, N = 5 SE +/- 0.038, N = 5 SE +/- 0.058, N = 25 9.462 9.511 9.585 1. (CXX) g++ options: -fvisibility=hidden -logg -lm
eSpeak-NG Speech Engine Text-To-Speech Synthesis OpenBenchmarking.org Seconds, Fewer Is Better eSpeak-NG Speech Engine 20200907 Text-To-Speech Synthesis Run 1 Run 2 Run 3 9 18 27 36 45 SE +/- 0.53, N = 20 SE +/- 0.92, N = 20 SE +/- 0.84, N = 20 39.67 40.57 40.87 1. (CC) gcc options: -O2 -std=c99
RNNoise OpenBenchmarking.org Seconds, Fewer Is Better RNNoise 2020-06-28 Run 2 Run 1 Run 3 6 12 18 24 30 SE +/- 0.10, N = 3 SE +/- 0.21, N = 8 SE +/- 0.28, N = 5 24.96 25.15 25.24 1. (CC) gcc options: -O2 -pedantic -fvisibility=hidden
Node.js V8 Web Tooling Benchmark OpenBenchmarking.org runs/s, More Is Better Node.js V8 Web Tooling Benchmark Run 1 Run 3 Run 2 2 4 6 8 10 SE +/- 0.10, N = 3 SE +/- 0.05, N = 3 SE +/- 0.06, N = 3 8.90 8.89 8.79 1. Nodejs
v12.18.2
GROMACS Water Benchmark OpenBenchmarking.org Ns Per Day, More Is Better GROMACS 2020.3 Water Benchmark Run 2 Run 1 Run 3 0.1278 0.2556 0.3834 0.5112 0.639 SE +/- 0.006, N = 3 SE +/- 0.005, N = 3 SE +/- 0.004, N = 3 0.568 0.568 0.564 1. (CXX) g++ options: -O3 -pthread -lrt -lpthread -lm
ASTC Encoder Preset: Fast OpenBenchmarking.org Seconds, Fewer Is Better ASTC Encoder 2.0 Preset: Fast Run 1 Run 2 Run 3 2 4 6 8 10 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 7.54 7.54 7.54 1. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
ASTC Encoder Preset: Medium OpenBenchmarking.org Seconds, Fewer Is Better ASTC Encoder 2.0 Preset: Medium Run 2 Run 3 Run 1 2 4 6 8 10 SE +/- 0.01, N = 3 SE +/- 0.11, N = 3 SE +/- 0.05, N = 3 8.20 8.31 8.83 1. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
ASTC Encoder Preset: Thorough OpenBenchmarking.org Seconds, Fewer Is Better ASTC Encoder 2.0 Preset: Thorough Run 3 Run 2 Run 1 12 24 36 48 60 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.19, N = 3 52.17 52.22 55.32 1. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
ASTC Encoder Preset: Exhaustive OpenBenchmarking.org Seconds, Fewer Is Better ASTC Encoder 2.0 Preset: Exhaustive Run 2 Run 3 Run 1 90 180 270 360 450 SE +/- 0.16, N = 3 SE +/- 0.03, N = 3 SE +/- 4.31, N = 6 422.82 422.91 427.41 1. (CXX) g++ options: -std=c++14 -fvisibility=hidden -O3 -flto -mfpmath=sse -mavx2 -mpopcnt -lpthread
Basis Universal Settings: ETC1S OpenBenchmarking.org Seconds, Fewer Is Better Basis Universal 1.12 Settings: ETC1S Run 2 Run 1 Run 3 15 30 45 60 75 SE +/- 0.38, N = 3 SE +/- 0.29, N = 3 SE +/- 0.50, N = 3 68.68 68.93 69.24 1. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread
Basis Universal Settings: UASTC Level 0 OpenBenchmarking.org Seconds, Fewer Is Better Basis Universal 1.12 Settings: UASTC Level 0 Run 1 Run 2 Run 3 3 6 9 12 15 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 SE +/- 0.11, N = 15 10.85 10.87 11.05 1. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread
Basis Universal Settings: UASTC Level 2 OpenBenchmarking.org Seconds, Fewer Is Better Basis Universal 1.12 Settings: UASTC Level 2 Run 2 Run 1 Run 3 13 26 39 52 65 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 58.95 58.98 58.99 1. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread
Basis Universal Settings: UASTC Level 3 OpenBenchmarking.org Seconds, Fewer Is Better Basis Universal 1.12 Settings: UASTC Level 3 Run 2 Run 1 Run 3 30 60 90 120 150 SE +/- 0.03, N = 3 SE +/- 0.07, N = 3 SE +/- 0.06, N = 3 112.93 113.01 113.14 1. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread
Basis Universal Settings: UASTC Level 2 + RDO Post-Processing OpenBenchmarking.org Seconds, Fewer Is Better Basis Universal 1.12 Settings: UASTC Level 2 + RDO Post-Processing Run 1 Run 3 Run 2 200 400 600 800 1000 SE +/- 4.07, N = 3 SE +/- 11.07, N = 3 SE +/- 1.57, N = 3 957.17 962.78 966.40 1. (CXX) g++ options: -std=c++11 -fvisibility=hidden -fPIC -fno-strict-aliasing -O3 -rdynamic -lm -lpthread
SQLite Speedtest Timed Time - Size 1,000 OpenBenchmarking.org Seconds, Fewer Is Better SQLite Speedtest 3.30 Timed Time - Size 1,000 Run 3 Run 2 Run 1 20 40 60 80 100 SE +/- 0.12, N = 3 SE +/- 0.02, N = 3 SE +/- 0.26, N = 3 79.63 79.64 79.76 1. (CC) gcc options: -O2 -ldl -lz -lpthread
Redis Test: LPOP OpenBenchmarking.org Requests Per Second, More Is Better Redis 6.0.9 Test: LPOP Run 1 Run 2 Run 3 500K 1000K 1500K 2000K 2500K SE +/- 25730.97, N = 3 SE +/- 14358.36, N = 5 SE +/- 6791.19, N = 3 2200466.42 1361545.28 1354046.58 1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
Redis Test: SADD OpenBenchmarking.org Requests Per Second, More Is Better Redis 6.0.9 Test: SADD Run 1 Run 2 Run 3 400K 800K 1200K 1600K 2000K SE +/- 8709.31, N = 3 SE +/- 5919.78, N = 3 SE +/- 19777.69, N = 4 1786977.08 1750815.54 1746188.19 1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
Redis Test: LPUSH OpenBenchmarking.org Requests Per Second, More Is Better Redis 6.0.9 Test: LPUSH Run 3 Run 1 Run 2 300K 600K 900K 1200K 1500K SE +/- 13263.10, N = 3 SE +/- 9622.95, N = 11 SE +/- 15165.81, N = 3 1323367.41 1314301.94 1311290.87 1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
Redis Test: GET OpenBenchmarking.org Requests Per Second, More Is Better Redis 6.0.9 Test: GET Run 1 Run 2 Run 3 400K 800K 1200K 1600K 2000K SE +/- 12019.14, N = 3 SE +/- 19126.07, N = 3 SE +/- 21525.04, N = 3 2022289.54 1965096.13 1960201.46 1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
Redis Test: SET OpenBenchmarking.org Requests Per Second, More Is Better Redis 6.0.9 Test: SET Run 2 Run 3 Run 1 300K 600K 900K 1200K 1500K SE +/- 16434.34, N = 3 SE +/- 14536.11, N = 7 SE +/- 8648.91, N = 3 1574421.25 1558674.52 1511980.13 1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
NCNN Target: CPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: mobilenet Run 2 Run 1 Run 3 20 40 60 80 100 SE +/- 0.53, N = 3 SE +/- 0.43, N = 3 SE +/- 0.88, N = 4 74.53 75.07 75.19 MIN: 53.79 / MAX: 180.72 MIN: 52.17 / MAX: 259.67 MIN: 52.93 / MAX: 204.62 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU-v2-v2 - Model: mobilenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU-v2-v2 - Model: mobilenet-v2 Run 1 Run 2 Run 3 6 12 18 24 30 SE +/- 0.47, N = 3 SE +/- 0.64, N = 3 SE +/- 0.60, N = 4 27.04 27.22 27.56 MIN: 15.02 / MAX: 98.6 MIN: 6.36 / MAX: 114.32 MIN: 7.54 / MAX: 160.69 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU-v3-v3 - Model: mobilenet-v3 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU-v3-v3 - Model: mobilenet-v3 Run 3 Run 2 Run 1 4 8 12 16 20 SE +/- 0.10, N = 4 SE +/- 0.20, N = 3 SE +/- 0.10, N = 3 17.04 17.06 17.22 MIN: 9.51 / MAX: 72.11 MIN: 9.88 / MAX: 85.95 MIN: 9.81 / MAX: 65.85 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: shufflenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: shufflenet-v2 Run 1 Run 3 Run 2 8 16 24 32 40 SE +/- 0.29, N = 3 SE +/- 0.25, N = 4 SE +/- 1.24, N = 3 35.12 35.26 35.79 MIN: 20.41 / MAX: 103.78 MIN: 17.61 / MAX: 123.06 MIN: 20.38 / MAX: 148.98 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: mnasnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: mnasnet Run 1 Run 3 Run 2 4 8 12 16 20 SE +/- 0.07, N = 3 SE +/- 0.24, N = 4 SE +/- 0.75, N = 3 17.03 17.23 18.14 MIN: 13.56 / MAX: 48.96 MIN: 13.21 / MAX: 64.98 MIN: 5.59 / MAX: 157.6 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: efficientnet-b0 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: efficientnet-b0 Run 2 Run 3 Run 1 8 16 24 32 40 SE +/- 0.38, N = 3 SE +/- 0.39, N = 4 SE +/- 0.37, N = 3 35.16 35.71 35.75 MIN: 21.2 / MAX: 117.05 MIN: 21.19 / MAX: 116.55 MIN: 19.97 / MAX: 132.42 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: blazeface OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: blazeface Run 3 Run 2 Run 1 3 6 9 12 15 SE +/- 0.31, N = 4 SE +/- 0.72, N = 3 SE +/- 0.48, N = 3 8.70 9.01 9.11 MIN: 2.68 / MAX: 149.11 MIN: 2.68 / MAX: 92.41 MIN: 2.68 / MAX: 132.97 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: googlenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: googlenet Run 1 Run 3 Run 2 16 32 48 64 80 SE +/- 0.42, N = 3 SE +/- 0.44, N = 4 SE +/- 0.96, N = 3 69.77 69.99 70.17 MIN: 40.57 / MAX: 187.95 MIN: 40.48 / MAX: 183.36 MIN: 40.33 / MAX: 223.67 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: vgg16 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: vgg16 Run 2 Run 3 Run 1 30 60 90 120 150 SE +/- 0.47, N = 3 SE +/- 0.72, N = 4 SE +/- 0.58, N = 3 131.74 131.81 131.95 MIN: 104.27 / MAX: 191.62 MIN: 98.07 / MAX: 183.14 MIN: 105.72 / MAX: 192.42 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: resnet18 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: resnet18 Run 1 Run 2 Run 3 13 26 39 52 65 SE +/- 0.53, N = 3 SE +/- 0.38, N = 3 SE +/- 0.93, N = 4 55.65 56.42 57.44 MIN: 29.24 / MAX: 174.71 MIN: 29.6 / MAX: 196.71 MIN: 32.72 / MAX: 234.51 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: alexnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: alexnet Run 2 Run 1 Run 3 8 16 24 32 40 SE +/- 0.17, N = 3 SE +/- 0.39, N = 3 SE +/- 0.33, N = 4 35.20 35.40 35.43 MIN: 25.77 / MAX: 83.7 MIN: 24.51 / MAX: 94.32 MIN: 24.78 / MAX: 113.74 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: resnet50 OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: resnet50 Run 2 Run 3 Run 1 40 80 120 160 200 SE +/- 2.32, N = 3 SE +/- 1.71, N = 4 SE +/- 0.53, N = 3 169.88 171.13 173.24 MIN: 98.02 / MAX: 304.64 MIN: 94.76 / MAX: 337.24 MIN: 100.86 / MAX: 302.11 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: yolov4-tiny OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: yolov4-tiny Run 3 Run 2 Run 1 20 40 60 80 100 SE +/- 0.35, N = 4 SE +/- 0.30, N = 3 SE +/- 0.35, N = 3 78.92 79.19 79.51 MIN: 59.82 / MAX: 157.44 MIN: 59.35 / MAX: 182.68 MIN: 57.15 / MAX: 128.6 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: squeezenet_ssd OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: squeezenet_ssd Run 1 Run 3 Run 2 13 26 39 52 65 SE +/- 0.45, N = 3 SE +/- 0.35, N = 4 SE +/- 0.40, N = 3 59.71 59.78 60.05 MIN: 43.82 / MAX: 136.53 MIN: 44.03 / MAX: 108.19 MIN: 43.01 / MAX: 117.51 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: regnety_400m OpenBenchmarking.org ms, Fewer Is Better NCNN 20201218 Target: CPU - Model: regnety_400m Run 2 Run 3 Run 1 13 26 39 52 65 SE +/- 0.25, N = 3 SE +/- 0.54, N = 4 SE +/- 0.08, N = 3 56.97 57.70 58.07 MIN: 51.81 / MAX: 108.77 MIN: 51.85 / MAX: 196.26 MIN: 51.31 / MAX: 195.89 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 Run 3 Run 1 Run 2 0.2212 0.4424 0.6636 0.8848 1.106 SE +/- 0.001, N = 3 SE +/- 0.003, N = 3 SE +/- 0.002, N = 3 0.983 0.979 0.977
IndigoBench Acceleration: CPU - Scene: Supercar OpenBenchmarking.org M samples/s, More Is Better IndigoBench 4.4 Acceleration: CPU - Scene: Supercar Run 1 Run 3 Run 2 0.5119 1.0238 1.5357 2.0476 2.5595 SE +/- 0.002, N = 3 SE +/- 0.000, N = 3 SE +/- 0.010, N = 3 2.275 2.274 2.254
AI Benchmark Alpha Device Inference Score OpenBenchmarking.org Score, More Is Better AI Benchmark Alpha 0.1.2 Device Inference Score Run 2 Run 1 200 400 600 800 1000 820 815
AI Benchmark Alpha Device Training Score OpenBenchmarking.org Score, More Is Better AI Benchmark Alpha 0.1.2 Device Training Score Run 2 Run 1 200 400 600 800 1000 882 881
AI Benchmark Alpha Device AI Score OpenBenchmarking.org Score, More Is Better AI Benchmark Alpha 0.1.2 Device AI Score Run 2 Run 1 400 800 1200 1600 2000 1702 1696
PHPBench PHP Benchmark Suite OpenBenchmarking.org Score, More Is Better PHPBench 0.8.1 PHP Benchmark Suite Run 1 Run 2 130K 260K 390K 520K 650K SE +/- 357.11, N = 3 SE +/- 1039.69, N = 3 622110 619528
WavPack Audio Encoding WAV To WavPack OpenBenchmarking.org Seconds, Fewer Is Better WavPack Audio Encoding 5.3 WAV To WavPack Run 2 Run 1 4 8 12 16 20 SE +/- 0.00, N = 5 SE +/- 0.13, N = 5 16.16 16.27 1. (CXX) g++ options: -rdynamic
Unpacking Firefox Extracting: firefox-84.0.source.tar.xz OpenBenchmarking.org Seconds, Fewer Is Better Unpacking Firefox 84.0 Extracting: firefox-84.0.source.tar.xz Run 2 Run 1 6 12 18 24 30 SE +/- 0.20, N = 20 SE +/- 0.22, N = 20 23.60 23.66
BRL-CAD VGR Performance Metric OpenBenchmarking.org VGR Performance Metric, More Is Better BRL-CAD 7.30.8 VGR Performance Metric Run 1 Run 2 15K 30K 45K 60K 75K 70291 70116 1. (CXX) g++ options: -std=c++11 -pipe -fno-strict-aliasing -fno-common -fexceptions -ftemplate-depth-128 -m64 -ggdb3 -O3 -fipa-pta -fstrength-reduce -finline-functions -flto -pedantic -rdynamic -lSM -lICE -lXi -lGLU -lGL -lGLdispatch -lX11 -lXext -lXrender -lpthread -ldl -luuid -lm
Phoronix Test Suite v10.8.4