2 x AMD EPYC 7F72 24-Core testing looking at CPU freq invariance on 5.11 with patch. CPU power consumption monitoring via AMD_Energy interface at 1 second polling. Additional data with CPUFreq performance governor included.
Compare your own system(s) to this result file with the
Phoronix Test Suite by running the command:
phoronix-test-suite benchmark 2102048-HA-AMDEPYC7F37 AMD EPYC 7F72 2P Linux 5.11 Perf Governor - Phoronix Test Suite AMD EPYC 7F72 2P Linux 5.11 Perf Governor 2 x AMD EPYC 7F72 24-Core testing looking at CPU freq invariance on 5.11 with patch. CPU power consumption monitoring via AMD_Energy interface at 1 second polling. Additional data with CPUFreq performance governor included.
HTML result view exported from: https://openbenchmarking.org/result/2102048-HA-AMDEPYC7F37&rdt&grs .
AMD EPYC 7F72 2P Linux 5.11 Perf Governor Processor Motherboard Chipset Memory Disk Graphics Network Monitor OS Kernel Desktop Display Server Display Driver Compiler File-System Screen Resolution Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance Linux 5.11 Rafael Patch 2 x AMD EPYC 7F72 24-Core @ 3.20GHz (48 Cores / 96 Threads) Supermicro H11DSi-NT v2.00 (2.1 BIOS) AMD Starship/Matisse 16 x 8192 MB DDR4-3200MT/s HMA81GR7CJR8N-XN 1000GB Western Digital WD_BLACK SN850 1TB ASPEED 2 x Intel 10G X550T Ubuntu 20.10 5.11.0-051100rc4daily20210122-generic (x86_64) 20210121 GNOME Shell 3.38.1 X Server 1.20.9 modesetting 1.20.9 GCC 10.2.0 ext4 1920x1080 VE228 5.11.0-rc4-max-boost-inv-patch (x86_64) 20210121 2 x AMD EPYC 7F72 24-Core @ 3.71GHz (48 Cores / 96 Threads) VE228 5.11.0-rc6-phx (x86_64) 20210203 aspeed OpenBenchmarking.org Kernel Details - Transparent Huge Pages: madvise 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 Disk Details - Linux 5.11 Git, Linux 5.11 Giovanni Patch, CPUFreq Performance: NONE / errors=remount-ro,relatime,rw / Block Size: 4096 Processor Details - Linux 5.11 Git: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0x8301034 - Linux 5.11 Giovanni Patch: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0x8301034 - CPUFreq Performance: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0x8301034 - Linux 5.11 Rafael Patch: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0x8301034 Java Details - OpenJDK Runtime Environment (build 11.0.9.1+1-Ubuntu-0ubuntu1.20.10) Python Details - Python 3.8.6 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 IBRS_FW STIBP: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected
AMD EPYC 7F72 2P Linux 5.11 Perf Governor cpuminer-opt: LBC, LBRY Credits dav1d: Chimera 1080p 10-bit ospray: Magnetic Reconnection - Path Tracer x265: Bosphorus 1080p dacapobench: Tradebeans lczero: Eigen influxdb: 4 - 10000 - 2,5000,1 - 10000 dav1d: Summer Nature 4K lczero: BLAS lammps: Rhodopsin Protein build-gdb: Time To Compile dacapobench: Tradesoap x265: Bosphorus 4K influxdb: 64 - 10000 - 2,5000,1 - 10000 tensorflow-lite: Inception V4 rav1e: 10 onednn: IP Shapes 3D - f32 - CPU onednn: Matrix Multiply Batch Shapes Transformer - f32 - CPU ai-benchmark: Device Training Score qe: AUSURF112 tensorflow-lite: SqueezeNet onednn: Convolution Batch Shapes Auto - f32 - CPU onnx: yolov4 - OpenMP CPU tensorflow-lite: Inception ResNet V2 ospray: San Miguel - SciVis rav1e: 6 ai-benchmark: Device AI Score redis: SET rav1e: 5 npb: LU.C ai-benchmark: Device Inference Score onednn: Deconvolution Batch shapes_1d - f32 - CPU dacapobench: Jython openfoam: Motorbike 30M openfoam: Motorbike 60M tensorflow-lite: NASNet Mobile tensorflow-lite: Mobilenet Quant tensorflow-lite: Mobilenet Float rodinia: OpenMP Streamcluster rodinia: OpenMP CFD Solver ttsiod-renderer: Phong Rendering With Soft-Shadow Mapping clomp: Static OMP Speedup qmcpack: simple-H2O cpuminer-opt: Skeincoin Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance Linux 5.11 Rafael Patch 132477 130.61 250 47.66 5954 4284 807463.1 308.29 4106 21.129 97.641 5170 18.63 1231991.2 894640 2.902 0.881348 0.547674 1059 1217.49 65193.0 0.914198 175 765726 52.63 1.370 2756 1380890.22 1.045 147443.86 1697 2.40549 4897 18.71 129.67 189771 45083.9 46659.2 11.209 9.255 627.208 43.9 31.177 363784 139037 133.37 250 49.45 5591 4433 812193.6 317.45 4061 23.787 92.916 5148 19.74 1256112.1 810750 3.054 0.849248 0.521968 1067 1171.03 62195.4 0.863782 181 736285 54.97 1.408 2787 1427348.10 1.068 154376.76 1720 2.33290 4778 18.30 128.28 134044 41034.0 39523.5 10.338 8.882 655.225 47.8 29.281 364017 194087 181.95 333.33 62.29 4671 4450 956189.4 363.33 4147 24.639 85.277 4621 20.75 1360163.0 818887 3.177 0.813628 0.514604 1133 1249.06 61347.2 0.867545 185 737993 55.56 1.446 2908 1454741.42 1.095 153770.57 1775 2.30467 4740 18.29 128.81 132844 41180.1 39981.9 10.432 8.510 665.448 47.4 28.971 522948 137557 133.69 250 50.43 5600 3749 812464.3 315.99 3522 24.795 93.098 5167 19.93 1264917.7 815478 3.045 0.823825 0.511809 1061 1222.60 62054.2 0.870351 181 724454 54.97 1.398 2774 1401394.30 1.064 154111.43 1713 2.31171 4843 18.32 129.05 135467 40544.1 40060.0 10.567 8.952 642.251 46.9 29.040 366648 OpenBenchmarking.org
Cpuminer-Opt Algorithm: LBC, LBRY Credits OpenBenchmarking.org kH/s, More Is Better Cpuminer-Opt 3.15.5 Algorithm: LBC, LBRY Credits Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance Linux 5.11 Rafael Patch 40K 80K 120K 160K 200K SE +/- 1036.73, N = 3 SE +/- 1380.06, N = 3 SE +/- 861.90, N = 3 SE +/- 1545.00, N = 3 132477 139037 194087 137557 1. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
dav1d Video Input: Chimera 1080p 10-bit OpenBenchmarking.org FPS, More Is Better dav1d 0.8.1 Video Input: Chimera 1080p 10-bit Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance Linux 5.11 Rafael Patch 40 80 120 160 200 SE +/- 0.23, N = 3 SE +/- 0.14, N = 3 SE +/- 0.23, N = 3 SE +/- 0.19, N = 3 130.61 133.37 181.95 133.69 MIN: 90.23 / MAX: 199.74 MIN: 92.59 / MAX: 205.11 MIN: 125.32 / MAX: 275.36 MIN: 92.24 / MAX: 206.31 1. (CC) gcc options: -pthread
OSPray Demo: Magnetic Reconnection - Renderer: Path Tracer OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: Magnetic Reconnection - Renderer: Path Tracer Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance Linux 5.11 Rafael Patch 70 140 210 280 350 SE +/- 0.00, N = 11 250.00 250.00 333.33 250.00 MIN: 90.91 / MAX: 500 MIN: 90.91 / MAX: 333.33 MIN: 100 / MAX: 500 MIN: 111.11 / MAX: 333.33
x265 Video Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second, More Is Better x265 3.4 Video Input: Bosphorus 1080p Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance Linux 5.11 Rafael Patch 14 28 42 56 70 SE +/- 0.42, N = 7 SE +/- 0.52, N = 4 SE +/- 0.73, N = 15 SE +/- 0.14, N = 3 47.66 49.45 62.29 50.43 1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma
DaCapo Benchmark Java Test: Tradebeans OpenBenchmarking.org msec, Fewer Is Better DaCapo Benchmark 9.12-MR1 Java Test: Tradebeans Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance Linux 5.11 Rafael Patch 1300 2600 3900 5200 6500 SE +/- 50.83, N = 20 SE +/- 66.39, N = 20 SE +/- 52.34, N = 20 SE +/- 53.96, N = 20 5954 5591 4671 5600
LeelaChessZero Backend: Eigen OpenBenchmarking.org Nodes Per Second, More Is Better LeelaChessZero 0.26 Backend: Eigen Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance Linux 5.11 Rafael Patch 1000 2000 3000 4000 5000 SE +/- 49.20, N = 4 SE +/- 36.23, N = 3 SE +/- 26.71, N = 3 SE +/- 54.19, N = 9 4284 4433 4450 3749 1. (CXX) g++ options: -flto -pthread
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 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance Linux 5.11 Rafael Patch 200K 400K 600K 800K 1000K SE +/- 2183.04, N = 3 SE +/- 1525.09, N = 3 SE +/- 2401.68, N = 3 SE +/- 757.15, N = 3 807463.1 812193.6 956189.4 812464.3
dav1d Video Input: Summer Nature 4K OpenBenchmarking.org FPS, More Is Better dav1d 0.8.1 Video Input: Summer Nature 4K Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance Linux 5.11 Rafael Patch 80 160 240 320 400 SE +/- 1.86, N = 3 SE +/- 0.53, N = 3 SE +/- 3.54, N = 15 SE +/- 2.68, N = 3 308.29 317.45 363.33 315.99 MIN: 163.13 / MAX: 334.13 MIN: 173.69 / MAX: 340.43 MIN: 186.32 / MAX: 403.05 MIN: 157.61 / MAX: 340.72 1. (CC) gcc options: -pthread
LeelaChessZero Backend: BLAS OpenBenchmarking.org Nodes Per Second, More Is Better LeelaChessZero 0.26 Backend: BLAS Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance Linux 5.11 Rafael Patch 900 1800 2700 3600 4500 SE +/- 50.84, N = 3 SE +/- 49.90, N = 9 SE +/- 17.79, N = 3 SE +/- 36.49, N = 5 4106 4061 4147 3522 1. (CXX) g++ options: -flto -pthread
LAMMPS Molecular Dynamics Simulator Model: Rhodopsin Protein OpenBenchmarking.org ns/day, More Is Better LAMMPS Molecular Dynamics Simulator 29Oct2020 Model: Rhodopsin Protein Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance Linux 5.11 Rafael Patch 6 12 18 24 30 SE +/- 0.23, N = 15 SE +/- 0.17, N = 12 SE +/- 0.19, N = 15 SE +/- 0.16, N = 3 21.13 23.79 24.64 24.80 1. (CXX) g++ options: -O3 -pthread -lm
Timed GDB GNU Debugger Compilation Time To Compile OpenBenchmarking.org Seconds, Fewer Is Better Timed GDB GNU Debugger Compilation 9.1 Time To Compile Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance Linux 5.11 Rafael Patch 20 40 60 80 100 SE +/- 0.40, N = 3 SE +/- 0.43, N = 3 SE +/- 0.14, N = 3 SE +/- 0.23, N = 3 97.64 92.92 85.28 93.10
DaCapo Benchmark Java Test: Tradesoap OpenBenchmarking.org msec, Fewer Is Better DaCapo Benchmark 9.12-MR1 Java Test: Tradesoap Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance Linux 5.11 Rafael Patch 1100 2200 3300 4400 5500 SE +/- 44.82, N = 4 SE +/- 61.21, N = 4 SE +/- 42.72, N = 5 SE +/- 47.07, N = 4 5170 5148 4621 5167
x265 Video Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second, More Is Better x265 3.4 Video Input: Bosphorus 4K Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance Linux 5.11 Rafael Patch 5 10 15 20 25 SE +/- 0.10, N = 3 SE +/- 0.14, N = 3 SE +/- 0.09, N = 3 SE +/- 0.07, N = 3 18.63 19.74 20.75 19.93 1. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma
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 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance Linux 5.11 Rafael Patch 300K 600K 900K 1200K 1500K SE +/- 6204.63, N = 3 SE +/- 2545.78, N = 3 SE +/- 9433.94, N = 3 SE +/- 5312.25, N = 3 1231991.2 1256112.1 1360163.0 1264917.7
TensorFlow Lite Model: Inception V4 OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: Inception V4 Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance Linux 5.11 Rafael Patch 200K 400K 600K 800K 1000K SE +/- 2435.29, N = 3 SE +/- 1163.43, N = 3 SE +/- 4685.69, N = 3 SE +/- 2213.60, N = 3 894640 810750 818887 815478
rav1e Speed: 10 OpenBenchmarking.org Frames Per Second, More Is Better rav1e 0.4 Speed: 10 Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance Linux 5.11 Rafael Patch 0.7148 1.4296 2.1444 2.8592 3.574 SE +/- 0.016, N = 3 SE +/- 0.008, N = 3 SE +/- 0.018, N = 3 SE +/- 0.011, N = 3 2.902 3.054 3.177 3.045
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 Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance Linux 5.11 Rafael Patch 0.1983 0.3966 0.5949 0.7932 0.9915 SE +/- 0.005127, N = 5 SE +/- 0.004000, N = 5 SE +/- 0.005456, N = 5 SE +/- 0.006790, N = 15 0.881348 0.849248 0.813628 0.823825 MIN: 0.71 MIN: 0.73 MIN: 0.69 MIN: 0.68 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 Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance Linux 5.11 Rafael Patch 0.1232 0.2464 0.3696 0.4928 0.616 SE +/- 0.005010, N = 4 SE +/- 0.004601, N = 4 SE +/- 0.005906, N = 4 SE +/- 0.003992, N = 10 0.547674 0.521968 0.514604 0.511809 MIN: 0.43 MIN: 0.43 MIN: 0.43 MIN: 0.43 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
AI Benchmark Alpha Device Training Score OpenBenchmarking.org Score, More Is Better AI Benchmark Alpha 0.1.2 Device Training Score Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance Linux 5.11 Rafael Patch 200 400 600 800 1000 1059 1067 1133 1061
Quantum ESPRESSO Input: AUSURF112 OpenBenchmarking.org Seconds, Fewer Is Better Quantum ESPRESSO 6.7 Input: AUSURF112 Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance Linux 5.11 Rafael Patch 300 600 900 1200 1500 SE +/- 11.28, N = 3 SE +/- 12.21, N = 4 SE +/- 19.05, N = 9 SE +/- 23.97, N = 6 1217.49 1171.03 1249.06 1222.60 1. (F9X) gfortran options: -lopenblas -lFoX_dom -lFoX_sax -lFoX_wxml -lFoX_common -lFoX_utils -lFoX_fsys -lfftw3 -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz
TensorFlow Lite Model: SqueezeNet OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: SqueezeNet Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance Linux 5.11 Rafael Patch 14K 28K 42K 56K 70K SE +/- 690.93, N = 3 SE +/- 412.91, N = 15 SE +/- 715.70, N = 4 SE +/- 479.59, N = 15 65193.0 62195.4 61347.2 62054.2
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 Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance Linux 5.11 Rafael Patch 0.2057 0.4114 0.6171 0.8228 1.0285 SE +/- 0.006064, N = 7 SE +/- 0.001510, N = 7 SE +/- 0.001697, N = 7 SE +/- 0.007039, N = 3 0.914198 0.863782 0.867545 0.870351 MIN: 0.78 MIN: 0.79 MIN: 0.78 MIN: 0.8 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
ONNX Runtime Model: yolov4 - Device: OpenMP CPU OpenBenchmarking.org Inferences Per Minute, More Is Better ONNX Runtime 1.6 Model: yolov4 - Device: OpenMP CPU Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance Linux 5.11 Rafael Patch 40 80 120 160 200 SE +/- 1.60, N = 12 SE +/- 1.86, N = 3 SE +/- 2.62, N = 3 SE +/- 1.86, N = 4 175 181 185 181 1. (CXX) g++ options: -fopenmp -ffunction-sections -fdata-sections -O3 -ldl -lrt
TensorFlow Lite Model: Inception ResNet V2 OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: Inception ResNet V2 Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance Linux 5.11 Rafael Patch 160K 320K 480K 640K 800K SE +/- 4257.59, N = 3 SE +/- 5824.36, N = 9 SE +/- 2132.19, N = 3 SE +/- 1613.84, N = 3 765726 736285 737993 724454
OSPray Demo: San Miguel - Renderer: SciVis OpenBenchmarking.org FPS, More Is Better OSPray 1.8.5 Demo: San Miguel - Renderer: SciVis Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance Linux 5.11 Rafael Patch 12 24 36 48 60 SE +/- 0.00, N = 3 SE +/- 0.58, N = 5 SE +/- 0.00, N = 3 SE +/- 0.58, N = 5 52.63 54.97 55.56 54.97 MIN: 27.03 / MAX: 58.82 MIN: 31.25 / MAX: 58.82 MIN: 33.33 / MAX: 58.82 MIN: 25.64 / MAX: 58.82
rav1e Speed: 6 OpenBenchmarking.org Frames Per Second, More Is Better rav1e 0.4 Speed: 6 Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance Linux 5.11 Rafael Patch 0.3254 0.6508 0.9762 1.3016 1.627 SE +/- 0.002, N = 3 SE +/- 0.003, N = 3 SE +/- 0.001, N = 3 SE +/- 0.002, N = 3 1.370 1.408 1.446 1.398
AI Benchmark Alpha Device AI Score OpenBenchmarking.org Score, More Is Better AI Benchmark Alpha 0.1.2 Device AI Score Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance Linux 5.11 Rafael Patch 600 1200 1800 2400 3000 2756 2787 2908 2774
Redis Test: SET OpenBenchmarking.org Requests Per Second, More Is Better Redis 6.0.9 Test: SET Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance Linux 5.11 Rafael Patch 300K 600K 900K 1200K 1500K SE +/- 10410.66, N = 15 SE +/- 13176.39, N = 15 SE +/- 10017.79, N = 13 SE +/- 15335.21, N = 5 1380890.22 1427348.10 1454741.42 1401394.30 1. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3
rav1e Speed: 5 OpenBenchmarking.org Frames Per Second, More Is Better rav1e 0.4 Speed: 5 Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance Linux 5.11 Rafael Patch 0.2464 0.4928 0.7392 0.9856 1.232 SE +/- 0.001, N = 3 SE +/- 0.001, N = 3 SE +/- 0.003, N = 3 SE +/- 0.002, N = 3 1.045 1.068 1.095 1.064
NAS Parallel Benchmarks Test / Class: LU.C OpenBenchmarking.org Total Mop/s, More Is Better NAS Parallel Benchmarks 3.4 Test / Class: LU.C Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance Linux 5.11 Rafael Patch 30K 60K 90K 120K 150K SE +/- 1780.52, N = 15 SE +/- 509.59, N = 4 SE +/- 121.33, N = 4 SE +/- 237.90, N = 3 147443.86 154376.76 153770.57 154111.43 1. (F9X) gfortran options: -O3 -march=native -pthread -lmpi_usempif08 -lmpi_mpifh -lmpi -lopen-rte -lopen-pal -lhwloc -ldl -levent -levent_pthreads -lutil -lm -lrt -lz 2. Open MPI 4.0.3
AI Benchmark Alpha Device Inference Score OpenBenchmarking.org Score, More Is Better AI Benchmark Alpha 0.1.2 Device Inference Score Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance Linux 5.11 Rafael Patch 400 800 1200 1600 2000 1697 1720 1775 1713
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 Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance Linux 5.11 Rafael Patch 0.5412 1.0824 1.6236 2.1648 2.706 SE +/- 0.03372, N = 3 SE +/- 0.01587, N = 3 SE +/- 0.02560, N = 15 SE +/- 0.02377, N = 15 2.40549 2.33290 2.30467 2.31171 MIN: 1.92 MIN: 2 MIN: 1.88 MIN: 1.89 1. (CXX) g++ options: -O3 -std=c++11 -fopenmp -msse4.1 -fPIC -pie -lpthread
DaCapo Benchmark Java Test: Jython OpenBenchmarking.org msec, Fewer Is Better DaCapo Benchmark 9.12-MR1 Java Test: Jython Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance Linux 5.11 Rafael Patch 1000 2000 3000 4000 5000 SE +/- 28.66, N = 18 SE +/- 43.93, N = 6 SE +/- 20.83, N = 6 SE +/- 24.16, N = 4 4897 4778 4740 4843
OpenFOAM Input: Motorbike 30M OpenBenchmarking.org Seconds, Fewer Is Better OpenFOAM 8 Input: Motorbike 30M Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance Linux 5.11 Rafael Patch 5 10 15 20 25 SE +/- 0.14, N = 3 SE +/- 0.08, N = 3 SE +/- 0.10, N = 3 SE +/- 0.16, N = 3 18.71 18.30 18.29 18.32 1. (CXX) g++ options: -std=c++11 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm
OpenFOAM Input: Motorbike 60M OpenBenchmarking.org Seconds, Fewer Is Better OpenFOAM 8 Input: Motorbike 60M Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance Linux 5.11 Rafael Patch 30 60 90 120 150 SE +/- 0.09, N = 3 SE +/- 0.07, N = 3 SE +/- 0.09, N = 3 SE +/- 0.05, N = 3 129.67 128.28 128.81 129.05 1. (CXX) g++ options: -std=c++11 -m64 -O3 -ftemplate-depth-100 -fPIC -fuse-ld=bfd -Xlinker --add-needed --no-as-needed -lfoamToVTK -ldynamicMesh -llagrangian -lgenericPatchFields -lfileFormats -lOpenFOAM -ldl -lm
x265 CPU Power Consumption Monitor Min Avg Max Linux 5.11 Git 121.0 221.5 281.7 Linux 5.11 Giovanni Patch 120.6 238.0 293.2 CPUFreq Performance 120.3 250.4 301.8 OpenBenchmarking.org Watts, Fewer Is Better x265 3.4 CPU Power Consumption Monitor 80 160 240 320 400
x265 Video Input: Bosphorus 4K OpenBenchmarking.org Frames Per Second Per Watt, More Is Better x265 3.4 Video Input: Bosphorus 4K Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance 0.018 0.036 0.054 0.072 0.09 0.08 0.08 0.08
x265 CPU Power Consumption Monitor Min Avg Max Linux 5.11 Git 121.3 158.7 187.2 Linux 5.11 Giovanni Patch 121.1 169.9 202.1 CPUFreq Performance 120.6 200.8 253.8 OpenBenchmarking.org Watts, Fewer Is Better x265 3.4 CPU Power Consumption Monitor 70 140 210 280 350
x265 Video Input: Bosphorus 1080p OpenBenchmarking.org Frames Per Second Per Watt, More Is Better x265 3.4 Video Input: Bosphorus 1080p Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance 0.0698 0.1396 0.2094 0.2792 0.349 0.30 0.29 0.31
TensorFlow Lite CPU Power Consumption Monitor Min Avg Max Linux 5.11 Git 122.2 414.2 453.9 Linux 5.11 Giovanni Patch 121.5 431.6 460.9 CPUFreq Performance 121.7 429.0 458.6 OpenBenchmarking.org Watts, Fewer Is Better TensorFlow Lite 2020-08-23 CPU Power Consumption Monitor 120 240 360 480 600
TensorFlow Lite CPU Power Consumption Monitor Min Avg Max Linux 5.11 Git 123.3 436.2 470.2 Linux 5.11 Giovanni Patch 121.6 442.7 471.4 CPUFreq Performance 121.8 439.4 470.5 OpenBenchmarking.org Watts, Fewer Is Better TensorFlow Lite 2020-08-23 CPU Power Consumption Monitor 120 240 360 480 600
TensorFlow Lite CPU Power Consumption Monitor Min Avg Max Linux 5.11 Git 123.4 441.7 476.9 Linux 5.11 Giovanni Patch 121.4 449.5 481.2 CPUFreq Performance 121.9 451.3 481.7 OpenBenchmarking.org Watts, Fewer Is Better TensorFlow Lite 2020-08-23 CPU Power Consumption Monitor 120 240 360 480 600
TensorFlow Lite CPU Power Consumption Monitor Min Avg Max Linux 5.11 Git 123.2 385.7 435.9 Linux 5.11 Giovanni Patch 121.5 403.7 446.4 CPUFreq Performance 121.8 401.7 439.7 OpenBenchmarking.org Watts, Fewer Is Better TensorFlow Lite 2020-08-23 CPU Power Consumption Monitor 120 240 360 480 600
TensorFlow Lite Model: NASNet Mobile OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: NASNet Mobile Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance Linux 5.11 Rafael Patch 40K 80K 120K 160K 200K SE +/- 7366.43, N = 15 SE +/- 2393.85, N = 15 SE +/- 2146.20, N = 15 SE +/- 1630.66, N = 3 189771 134044 132844 135467
TensorFlow Lite CPU Power Consumption Monitor Min Avg Max Linux 5.11 Git 123.7 447.4 480.2 Linux 5.11 Giovanni Patch 121.2 453.6 483.1 CPUFreq Performance 121.6 453.0 481.2 OpenBenchmarking.org Watts, Fewer Is Better TensorFlow Lite 2020-08-23 CPU Power Consumption Monitor 120 240 360 480 600
TensorFlow Lite Model: Mobilenet Quant OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: Mobilenet Quant Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance Linux 5.11 Rafael Patch 10K 20K 30K 40K 50K SE +/- 759.19, N = 15 SE +/- 400.94, N = 6 SE +/- 211.03, N = 3 SE +/- 60.30, N = 3 45083.9 41034.0 41180.1 40544.1
TensorFlow Lite CPU Power Consumption Monitor Min Avg Max Linux 5.11 Git 122.2 441.5 477.4 Linux 5.11 Giovanni Patch 120.6 451.2 480.3 CPUFreq Performance 120.8 451.8 481.0 OpenBenchmarking.org Watts, Fewer Is Better TensorFlow Lite 2020-08-23 CPU Power Consumption Monitor 120 240 360 480 600
TensorFlow Lite Model: Mobilenet Float OpenBenchmarking.org Microseconds, Fewer Is Better TensorFlow Lite 2020-08-23 Model: Mobilenet Float Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance Linux 5.11 Rafael Patch 10K 20K 30K 40K 50K SE +/- 1144.94, N = 15 SE +/- 395.37, N = 3 SE +/- 473.02, N = 3 SE +/- 126.68, N = 3 46659.2 39523.5 39981.9 40060.0
Rodinia CPU Power Consumption Monitor Min Avg Max Linux 5.11 Git 121.2 220.5 291.1 Linux 5.11 Giovanni Patch 120.3 215.0 284.6 CPUFreq Performance 120.7 216.9 281.4 OpenBenchmarking.org Watts, Fewer Is Better Rodinia 3.1 CPU Power Consumption Monitor 70 140 210 280 350
Rodinia Test: OpenMP Streamcluster OpenBenchmarking.org Seconds, Fewer Is Better Rodinia 3.1 Test: OpenMP Streamcluster Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance Linux 5.11 Rafael Patch 3 6 9 12 15 SE +/- 0.22, N = 15 SE +/- 0.03, N = 5 SE +/- 0.04, N = 5 SE +/- 0.13, N = 4 11.21 10.34 10.43 10.57 1. (CXX) g++ options: -O2 -lOpenCL
Rodinia CPU Power Consumption Monitor Min Avg Max Linux 5.11 Git 121.8 253.0 370.4 Linux 5.11 Giovanni Patch 121.0 253.4 373.0 CPUFreq Performance 120.9 253.1 370.6 OpenBenchmarking.org Watts, Fewer Is Better Rodinia 3.1 CPU Power Consumption Monitor 100 200 300 400 500
Rodinia Test: OpenMP CFD Solver OpenBenchmarking.org Seconds, Fewer Is Better Rodinia 3.1 Test: OpenMP CFD Solver Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance Linux 5.11 Rafael Patch 3 6 9 12 15 SE +/- 0.148, N = 15 SE +/- 0.141, N = 15 SE +/- 0.053, N = 5 SE +/- 0.168, N = 15 9.255 8.882 8.510 8.952 1. (CXX) g++ options: -O2 -lOpenCL
TTSIOD 3D Renderer CPU Power Consumption Monitor Min Avg Max Linux 5.11 Git 122.3 242.6 267.9 Linux 5.11 Giovanni Patch 120.7 242.4 266.3 CPUFreq Performance 121.0 243.0 271.3 OpenBenchmarking.org Watts, Fewer Is Better TTSIOD 3D Renderer 2.3b CPU Power Consumption Monitor 70 140 210 280 350
TTSIOD 3D Renderer Phong Rendering With Soft-Shadow Mapping OpenBenchmarking.org FPS Per Watt, More Is Better TTSIOD 3D Renderer 2.3b Phong Rendering With Soft-Shadow Mapping Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance 0.6165 1.233 1.8495 2.466 3.0825 2.59 2.70 2.74
TTSIOD 3D Renderer Phong Rendering With Soft-Shadow Mapping OpenBenchmarking.org FPS, More Is Better TTSIOD 3D Renderer 2.3b Phong Rendering With Soft-Shadow Mapping Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance Linux 5.11 Rafael Patch 140 280 420 560 700 SE +/- 9.04, N = 15 SE +/- 3.22, N = 3 SE +/- 5.92, N = 15 SE +/- 24.62, N = 12 627.21 655.23 665.45 642.25 1. (CXX) g++ options: -O3 -fomit-frame-pointer -ffast-math -mtune=native -flto -msse -mrecip -mfpmath=sse -msse2 -mssse3 -lSDL -fopenmp -fwhole-program -lstdc++
oneDNN CPU Power Consumption Monitor Min Avg Max Linux 5.11 Git 122.2 271.2 438.7 Linux 5.11 Giovanni Patch 120.6 274.8 455.7 CPUFreq Performance 120.7 278.8 480.5 OpenBenchmarking.org Watts, Fewer Is Better oneDNN 2.0 CPU Power Consumption Monitor 120 240 360 480 600
oneDNN CPU Power Consumption Monitor Min Avg Max Linux 5.11 Git 121.6 235.5 411.7 Linux 5.11 Giovanni Patch 120.7 235.0 415.0 CPUFreq Performance 121.1 239.4 430.2 OpenBenchmarking.org Watts, Fewer Is Better oneDNN 2.0 CPU Power Consumption Monitor 110 220 330 440 550
oneDNN CPU Power Consumption Monitor Min Avg Max Linux 5.11 Git 123.1 282.9 453.8 Linux 5.11 Giovanni Patch 120.8 285.6 468.7 CPUFreq Performance 121.0 284.2 491.8 OpenBenchmarking.org Watts, Fewer Is Better oneDNN 2.0 CPU Power Consumption Monitor 130 260 390 520 650
oneDNN CPU Power Consumption Monitor Min Avg Max Linux 5.11 Git 122.1 326.0 492.0 Linux 5.11 Giovanni Patch 121.6 331.1 492.0 CPUFreq Performance 121.8 332.1 492.4 OpenBenchmarking.org Watts, Fewer Is Better oneDNN 2.0 CPU Power Consumption Monitor 130 260 390 520 650
LeelaChessZero CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better LeelaChessZero 0.26 CPU Power Consumption Monitor Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance 90 180 270 360 450 Min: 122 / Avg: 424.99 / Max: 492.34 Min: 121.42 / Avg: 424.24 / Max: 492.36 Min: 121.85 / Avg: 428.45 / Max: 492.33
LeelaChessZero Backend: Eigen OpenBenchmarking.org Nodes Per Second Per Watt, More Is Better LeelaChessZero 0.26 Backend: Eigen Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance 3 6 9 12 15 10.08 10.45 10.39
LeelaChessZero CPU Power Consumption Monitor Min Avg Max Linux 5.11 Git 120.8 423.8 492.3 Linux 5.11 Giovanni Patch 120.4 417.7 492.3 CPUFreq Performance 121.0 426.6 492.4 OpenBenchmarking.org Watts, Fewer Is Better LeelaChessZero 0.26 CPU Power Consumption Monitor 130 260 390 520 650
LeelaChessZero Backend: BLAS OpenBenchmarking.org Nodes Per Second Per Watt, More Is Better LeelaChessZero 0.26 Backend: BLAS Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance 3 6 9 12 15 9.69 9.72 9.72
InfluxDB CPU Power Consumption Monitor Min Avg Max Linux 5.11 Git 120.9 181.7 213.6 Linux 5.11 Giovanni Patch 120.3 188.3 217.2 CPUFreq Performance 120.9 205.3 232.0 OpenBenchmarking.org Watts, Fewer Is Better InfluxDB 1.8.2 CPU Power Consumption Monitor 60 120 180 240 300
InfluxDB Concurrent Streams: 64 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000 OpenBenchmarking.org val/sec Per Watt, More Is Better InfluxDB 1.8.2 Concurrent Streams: 64 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000 Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance 1500 3000 4500 6000 7500 6781.37 6672.14 6626.07
InfluxDB CPU Power Consumption Monitor Min Avg Max Linux 5.11 Git 120.9 159.6 179.4 Linux 5.11 Giovanni Patch 120.5 167.2 187.5 CPUFreq Performance 120.8 192.6 218.3 OpenBenchmarking.org Watts, Fewer Is Better InfluxDB 1.8.2 CPU Power Consumption Monitor 60 120 180 240 300
InfluxDB Concurrent Streams: 4 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000 OpenBenchmarking.org val/sec Per Watt, More Is Better InfluxDB 1.8.2 Concurrent Streams: 4 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000 Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance 1100 2200 3300 4400 5500 5060.30 4857.31 4963.60
CLOMP CPU Power Consumption Monitor Min Avg Max Linux 5.11 Git 120.4 153.4 298.4 Linux 5.11 Giovanni Patch 119.9 152.6 321.5 CPUFreq Performance 119.9 151.3 312.5 OpenBenchmarking.org Watts, Fewer Is Better CLOMP 1.2 CPU Power Consumption Monitor 80 160 240 320 400
CLOMP Static OMP Speedup OpenBenchmarking.org Speedup Per Watt, More Is Better CLOMP 1.2 Static OMP Speedup Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance 0.0698 0.1396 0.2094 0.2792 0.349 0.29 0.31 0.31
CLOMP Static OMP Speedup OpenBenchmarking.org Speedup, More Is Better CLOMP 1.2 Static OMP Speedup Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance Linux 5.11 Rafael Patch 11 22 33 44 55 SE +/- 0.60, N = 3 SE +/- 0.47, N = 3 SE +/- 0.55, N = 3 SE +/- 0.98, N = 15 43.9 47.8 47.4 46.9 1. (CC) gcc options: -fopenmp -O3 -lm
OSPray CPU Power Consumption Monitor Min Avg Max Linux 5.11 Git 121.4 173.5 481.5 Linux 5.11 Giovanni Patch 120.7 171.8 482.2 CPUFreq Performance 120.6 168.2 482.0 OpenBenchmarking.org Watts, Fewer Is Better OSPray 1.8.5 CPU Power Consumption Monitor 120 240 360 480 600
OSPray Demo: San Miguel - Renderer: SciVis OpenBenchmarking.org FPS Per Watt, More Is Better OSPray 1.8.5 Demo: San Miguel - Renderer: SciVis Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance 0.0743 0.1486 0.2229 0.2972 0.3715 0.30 0.32 0.33
OSPray CPU Power Consumption Monitor Min Avg Max Linux 5.11 Git 120.9 154.8 256.7 Linux 5.11 Giovanni Patch 120.2 151.8 245.9 CPUFreq Performance 120.4 167.3 303.3 OpenBenchmarking.org Watts, Fewer Is Better OSPray 1.8.5 CPU Power Consumption Monitor 80 160 240 320 400
OSPray Demo: Magnetic Reconnection - Renderer: Path Tracer OpenBenchmarking.org FPS Per Watt, More Is Better OSPray 1.8.5 Demo: Magnetic Reconnection - Renderer: Path Tracer Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance 0.4478 0.8956 1.3434 1.7912 2.239 1.61 1.65 1.99
DaCapo Benchmark CPU Power Consumption Monitor Min Avg Max Linux 5.11 Git 120.8 163.6 307.8 Linux 5.11 Giovanni Patch 120.1 165.5 309.0 CPUFreq Performance 120.2 171.7 314.7 OpenBenchmarking.org Watts, Fewer Is Better DaCapo Benchmark 9.12-MR1 CPU Power Consumption Monitor 80 160 240 320 400
DaCapo Benchmark CPU Power Consumption Monitor Min Avg Max Linux 5.11 Git 120.6 140.2 198.0 Linux 5.11 Giovanni Patch 119.9 140.5 200.9 CPUFreq Performance 119.8 149.7 216.0 OpenBenchmarking.org Watts, Fewer Is Better DaCapo Benchmark 9.12-MR1 CPU Power Consumption Monitor 60 120 180 240 300
DaCapo Benchmark CPU Power Consumption Monitor Min Avg Max Linux 5.11 Git 120.6 138.7 198.5 Linux 5.11 Giovanni Patch 120.0 137.8 195.6 CPUFreq Performance 119.9 138.2 194.4 OpenBenchmarking.org Watts, Fewer Is Better DaCapo Benchmark 9.12-MR1 CPU Power Consumption Monitor 50 100 150 200 250
AI Benchmark Alpha CPU Power Consumption Monitor Min Avg Max Linux 5.11 Git 120.4 212.9 368.5 Linux 5.11 Giovanni Patch 119.9 214.7 378.2 CPUFreq Performance 119.8 250.8 388.9 OpenBenchmarking.org Watts, Fewer Is Better AI Benchmark Alpha 0.1.2 CPU Power Consumption Monitor 100 200 300 400 500
AI Benchmark Alpha Device AI Score OpenBenchmarking.org Score Per Watt, More Is Better AI Benchmark Alpha 0.1.2 Device AI Score Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance 3 6 9 12 15 12.95 12.98 11.59
Redis CPU Power Consumption Monitor Min Avg Max Linux 5.11 Git 120.5 125.4 135.4 Linux 5.11 Giovanni Patch 119.7 124.1 134.6 CPUFreq Performance 119.7 124.5 135.4 OpenBenchmarking.org Watts, Fewer Is Better Redis 6.0.9 CPU Power Consumption Monitor 40 80 120 160 200
Redis Test: SET OpenBenchmarking.org Requests Per Second Per Watt, More Is Better Redis 6.0.9 Test: SET Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance 3K 6K 9K 12K 15K 11015.92 11500.61 11683.85
rav1e CPU Power Consumption Monitor Min Avg Max Linux 5.11 Git 120.4 143.1 157.6 Linux 5.11 Giovanni Patch 120.0 143.3 155.2 CPUFreq Performance 119.8 143.6 155.6 OpenBenchmarking.org Watts, Fewer Is Better rav1e 0.4 CPU Power Consumption Monitor 40 80 120 160 200
rav1e Speed: 5 OpenBenchmarking.org Frames Per Second Per Watt, More Is Better rav1e 0.4 Speed: 5 Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance 0.0023 0.0046 0.0069 0.0092 0.0115 0.01 0.01 0.01
rav1e CPU Power Consumption Monitor Min Avg Max Linux 5.11 Git 120.7 142.0 151.6 Linux 5.11 Giovanni Patch 74.9 142.0 151.6 CPUFreq Performance 74.7 143.0 152.2 OpenBenchmarking.org Watts, Fewer Is Better rav1e 0.4 CPU Power Consumption Monitor 40 80 120 160 200
rav1e Speed: 6 OpenBenchmarking.org Frames Per Second Per Watt, More Is Better rav1e 0.4 Speed: 6 Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance 0.0023 0.0046 0.0069 0.0092 0.0115 0.01 0.01 0.01
rav1e CPU Power Consumption Monitor Min Avg Max Linux 5.11 Git 120.8 137.3 145.9 Linux 5.11 Giovanni Patch 120.2 136.5 145.8 CPUFreq Performance 119.9 138.6 146.5 OpenBenchmarking.org Watts, Fewer Is Better rav1e 0.4 CPU Power Consumption Monitor 40 80 120 160 200
rav1e Speed: 10 OpenBenchmarking.org Frames Per Second Per Watt, More Is Better rav1e 0.4 Speed: 10 Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance 0.0045 0.009 0.0135 0.018 0.0225 0.02 0.02 0.02
QMCPACK CPU Power Consumption Monitor Min Avg Max Linux 5.11 Git 121.2 433.2 491.7 Linux 5.11 Giovanni Patch 120.3 437.6 491.3 CPUFreq Performance 120.6 438.1 491.9 OpenBenchmarking.org Watts, Fewer Is Better QMCPACK 3.10 CPU Power Consumption Monitor 130 260 390 520 650
QMCPACK Input: simple-H2O OpenBenchmarking.org Total Execution Time - Seconds, Fewer Is Better QMCPACK 3.10 Input: simple-H2O Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance Linux 5.11 Rafael Patch 7 14 21 28 35 SE +/- 0.53, N = 15 SE +/- 0.08, N = 3 SE +/- 0.06, N = 3 SE +/- 0.04, N = 3 31.18 29.28 28.97 29.04 1. (CXX) g++ options: -fopenmp -finline-limit=1000 -fstrict-aliasing -funroll-all-loops -march=native -O3 -fomit-frame-pointer -ffast-math -pthread -lm
Quantum ESPRESSO CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better Quantum ESPRESSO 6.7 CPU Power Consumption Monitor Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance 90 180 270 360 450 Min: 73.52 / Avg: 387.82 / Max: 492.31 Min: 120.56 / Avg: 385.69 / Max: 492.5 Min: 70.27 / Avg: 389.94 / Max: 492.33
OpenFOAM CPU Power Consumption Monitor Min Avg Max Linux 5.11 Git 122.1 288.9 399.6 Linux 5.11 Giovanni Patch 121.0 290.6 400.9 CPUFreq Performance 121.1 290.0 399.7 OpenBenchmarking.org Watts, Fewer Is Better OpenFOAM 8 CPU Power Consumption Monitor 110 220 330 440 550
OpenFOAM CPU Power Consumption Monitor Min Avg Max Linux 5.11 Git 122.6 314.5 470.8 Linux 5.11 Giovanni Patch 121.2 309.5 472.2 CPUFreq Performance 120.9 309.6 472.6 OpenBenchmarking.org Watts, Fewer Is Better OpenFOAM 8 CPU Power Consumption Monitor 120 240 360 480 600
ONNX Runtime CPU Power Consumption Monitor OpenBenchmarking.org Watts, Fewer Is Better ONNX Runtime 1.6 CPU Power Consumption Monitor Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance 50 100 150 200 250 Min: 122.51 / Avg: 262.95 / Max: 279.9 Min: 121.06 / Avg: 263.88 / Max: 279.86 Min: 121.25 / Avg: 263.54 / Max: 278.66
ONNX Runtime Model: yolov4 - Device: OpenMP CPU OpenBenchmarking.org Inferences Per Minute Per Watt, More Is Better ONNX Runtime 1.6 Model: yolov4 - Device: OpenMP CPU Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance 0.1575 0.315 0.4725 0.63 0.7875 0.67 0.69 0.70
NAS Parallel Benchmarks CPU Power Consumption Monitor Min Avg Max Linux 5.11 Git 122.6 334.9 407.9 Linux 5.11 Giovanni Patch 121.0 328.7 407.9 CPUFreq Performance 121.1 329.7 405.5 OpenBenchmarking.org Watts, Fewer Is Better NAS Parallel Benchmarks 3.4 CPU Power Consumption Monitor 110 220 330 440 550
NAS Parallel Benchmarks Test / Class: LU.C OpenBenchmarking.org Total Mop/s Per Watt, More Is Better NAS Parallel Benchmarks 3.4 Test / Class: LU.C Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance 100 200 300 400 500 440.23 469.62 466.44
LAMMPS Molecular Dynamics Simulator CPU Power Consumption Monitor Min Avg Max Linux 5.11 Git 120.7 178.3 411.4 Linux 5.11 Giovanni Patch 120.4 176.6 409.0 CPUFreq Performance 120.5 176.0 401.4 OpenBenchmarking.org Watts, Fewer Is Better LAMMPS Molecular Dynamics Simulator 29Oct2020 CPU Power Consumption Monitor 110 220 330 440 550
LAMMPS Molecular Dynamics Simulator Model: Rhodopsin Protein OpenBenchmarking.org ns/day Per Watt, More Is Better LAMMPS Molecular Dynamics Simulator 29Oct2020 Model: Rhodopsin Protein Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance 0.0315 0.063 0.0945 0.126 0.1575 0.12 0.13 0.14
dav1d CPU Power Consumption Monitor Min Avg Max Linux 5.11 Git 67.4 143.3 181.4 Linux 5.11 Giovanni Patch 119.7 144.8 190.2 CPUFreq Performance 119.6 150.2 248.8 OpenBenchmarking.org Watts, Fewer Is Better dav1d 0.8.1 CPU Power Consumption Monitor 60 120 180 240 300
dav1d Video Input: Chimera 1080p 10-bit OpenBenchmarking.org FPS Per Watt, More Is Better dav1d 0.8.1 Video Input: Chimera 1080p 10-bit Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance 0.2723 0.5446 0.8169 1.0892 1.3615 0.91 0.92 1.21
dav1d CPU Power Consumption Monitor Min Avg Max Linux 5.11 Git 120.4 174.0 312.0 Linux 5.11 Giovanni Patch 119.8 184.4 344.4 CPUFreq Performance 119.9 197.5 386.9 OpenBenchmarking.org Watts, Fewer Is Better dav1d 0.8.1 CPU Power Consumption Monitor 100 200 300 400 500
dav1d Video Input: Summer Nature 4K OpenBenchmarking.org FPS Per Watt, More Is Better dav1d 0.8.1 Video Input: Summer Nature 4K Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance 0.414 0.828 1.242 1.656 2.07 1.77 1.72 1.84
Cpuminer-Opt CPU Power Consumption Monitor Min Avg Max Linux 5.11 Git 120.3 125.8 163.2 Linux 5.11 Giovanni Patch 119.9 127.4 169.1 CPUFreq Performance 120.6 147.5 245.0 OpenBenchmarking.org Watts, Fewer Is Better Cpuminer-Opt 3.15.5 CPU Power Consumption Monitor 60 120 180 240 300
Cpuminer-Opt Algorithm: LBC, LBRY Credits OpenBenchmarking.org kH/s Per Watt, More Is Better Cpuminer-Opt 3.15.5 Algorithm: LBC, LBRY Credits Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance 300 600 900 1200 1500 1052.71 1091.62 1315.46
Cpuminer-Opt CPU Power Consumption Monitor Min Avg Max Linux 5.11 Git 120.4 125.5 148.6 Linux 5.11 Giovanni Patch 120.0 125.6 144.4 CPUFreq Performance 72.0 144.2 193.5 OpenBenchmarking.org Watts, Fewer Is Better Cpuminer-Opt 3.15.5 CPU Power Consumption Monitor 50 100 150 200 250
Cpuminer-Opt Algorithm: Skeincoin OpenBenchmarking.org kH/s Per Watt, More Is Better Cpuminer-Opt 3.15.5 Algorithm: Skeincoin Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance 800 1600 2400 3200 4000 2899.04 2897.78 3625.65
Cpuminer-Opt Algorithm: Skeincoin OpenBenchmarking.org kH/s, More Is Better Cpuminer-Opt 3.15.5 Algorithm: Skeincoin Linux 5.11 Git Linux 5.11 Giovanni Patch CPUFreq Performance Linux 5.11 Rafael Patch 110K 220K 330K 440K 550K SE +/- 3597.13, N = 15 SE +/- 5604.68, N = 12 SE +/- 9614.65, N = 12 SE +/- 2614.77, N = 13 363784 364017 522948 366648 1. (CXX) g++ options: -O2 -lcurl -lz -lpthread -lssl -lcrypto -lgmp
Timed GDB GNU Debugger Compilation CPU Power Consumption Monitor Min Avg Max Linux 5.11 Git 121.0 157.1 492.3 Linux 5.11 Giovanni Patch 120.6 159.2 492.3 CPUFreq Performance 120.7 167.0 492.1 OpenBenchmarking.org Watts, Fewer Is Better Timed GDB GNU Debugger Compilation 9.1 CPU Power Consumption Monitor 130 260 390 520 650
Phoronix Test Suite v10.8.4