AMD Ryzen 7 7840U testing with a Framework FRANMDCP07 (03.03 BIOS) and AMD Phoenix1 512MB on Ubuntu 23.10 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 2312167-NE-AI239537207 ai - Phoronix Test Suite ai AMD Ryzen 7 7840U testing with a Framework FRANMDCP07 (03.03 BIOS) and AMD Phoenix1 512MB on Ubuntu 23.10 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2312167-NE-AI239537207 .
ai Processor Motherboard Chipset Memory Disk Graphics Audio Network OS Kernel Desktop Display Server OpenGL Compiler File-System Screen Resolution Ryzen 7 7840U AMD Ryzen 7 7840U @ 5.13GHz (8 Cores / 16 Threads) Framework FRANMDCP07 (03.03 BIOS) AMD Device 14e8 16GB 512GB Western Digital WD PC SN740 SDDPNQD-512G AMD Phoenix1 512MB (2700/2800MHz) AMD Rembrandt Radeon HD Audio MEDIATEK MT7922 802.11ax PCI Ubuntu 23.10 6.7.0-060700rc5-generic (x86_64) GNOME Shell 45.1 X Server 1.21.1.7 + Wayland 4.6 Mesa 23.2.1-1ubuntu3.1 (LLVM 15.0.7 DRM 3.56) GCC 13.2.0 ext4 2256x1504 OpenBenchmarking.org - Transparent Huge Pages: madvise - --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-13-XYspKM/gcc-13-13.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-13-XYspKM/gcc-13-13.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Scaling Governor: amd-pstate-epp powersave (EPP: performance) - Platform Profile: balanced - CPU Microcode: 0xa704103 - ACPI Profile: balanced - Python 3.11.6 - gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Vulnerable: Safe RET no microcode + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS IBPB: conditional STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected
ai stargate: 44100 - 1024 stargate: 96000 - 1024 stargate: 192000 - 1024 stargate: 480000 - 1024 rnnoise: ncnn: CPU - mobilenet ncnn: CPU-v2-v2 - mobilenet-v2 ncnn: CPU-v3-v3 - mobilenet-v3 ncnn: CPU - shufflenet-v2 ncnn: CPU - mnasnet ncnn: CPU - efficientnet-b0 ncnn: CPU - blazeface ncnn: CPU - googlenet ncnn: CPU - vgg16 ncnn: CPU - resnet18 ncnn: CPU - alexnet ncnn: CPU - resnet50 ncnn: CPU - yolov4-tiny ncnn: CPU - squeezenet_ssd ncnn: CPU - regnety_400m ncnn: CPU - vision_transformer ncnn: CPU - FastestDet numenta-nab: KNN CAD numenta-nab: Relative Entropy numenta-nab: Windowed Gaussian numenta-nab: Earthgecko Skyline numenta-nab: Bayesian Changepoint numenta-nab: Contextual Anomaly Detector OSE pyhpc: CPU - Numpy - 4194304 - Equation of State pyhpc: CPU - Numpy - 4194304 - Isoneutral Mixing scikit-learn: MNIST Dataset scikit-learn: SGD Regression scikit-learn: Isolation Forest scikit-learn: TSNE MNIST Dataset scikit-learn: Hist Gradient Boosting scikit-learn: Hist Gradient Boosting Adult scikit-learn: 20 Newsgroups / Logistic Regression opencv: Core opencv: Object Detection opencv: DNN - Deep Neural Network Ryzen 7 7840U 3.123552 2.282466 1.506766 3.090316 15.139 10.54 2.99 2.68 2.29 2.56 4.00 0.79 8.27 41.12 5.86 5.73 13.20 17.21 7.87 6.05 66.98 2.92 234.008 11.677 6.954 89.049 25.366 35.228 0.989 1.452 55.628 96.584 223.474 219.823 71.122 49.653 34.843 99414 34355 36487 OpenBenchmarking.org
Stargate Digital Audio Workstation Sample Rate: 44100 - Buffer Size: 1024 OpenBenchmarking.org Render Ratio, More Is Better Stargate Digital Audio Workstation 22.11.5 Sample Rate: 44100 - Buffer Size: 1024 Ryzen 7 7840U 0.7028 1.4056 2.1084 2.8112 3.514 SE +/- 0.032515, N = 3 3.123552 1. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions
Stargate Digital Audio Workstation Sample Rate: 44100 - Buffer Size: 1024 OpenBenchmarking.org Render Ratio Per Watt, More Is Better Stargate Digital Audio Workstation 22.11.5 Sample Rate: 44100 - Buffer Size: 1024 Ryzen 7 7840U 0.023 0.046 0.069 0.092 0.115 0.102
Stargate Digital Audio Workstation CPU Power Consumption Monitor Min Avg Max Ryzen 7 7840U 6.6 30.7 51.0 OpenBenchmarking.org Watts, Fewer Is Better Stargate Digital Audio Workstation 22.11.5 CPU Power Consumption Monitor 15 30 45 60 75
Stargate Digital Audio Workstation Sample Rate: 96000 - Buffer Size: 1024 OpenBenchmarking.org Render Ratio, More Is Better Stargate Digital Audio Workstation 22.11.5 Sample Rate: 96000 - Buffer Size: 1024 Ryzen 7 7840U 0.5136 1.0272 1.5408 2.0544 2.568 SE +/- 0.010681, N = 3 2.282466 1. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions
Stargate Digital Audio Workstation Sample Rate: 96000 - Buffer Size: 1024 OpenBenchmarking.org Render Ratio Per Watt, More Is Better Stargate Digital Audio Workstation 22.11.5 Sample Rate: 96000 - Buffer Size: 1024 Ryzen 7 7840U 0.0164 0.0328 0.0492 0.0656 0.082 0.073
Stargate Digital Audio Workstation CPU Power Consumption Monitor Min Avg Max Ryzen 7 7840U 6.6 31.2 44.0 OpenBenchmarking.org Watts, Fewer Is Better Stargate Digital Audio Workstation 22.11.5 CPU Power Consumption Monitor 12 24 36 48 60
Stargate Digital Audio Workstation Sample Rate: 192000 - Buffer Size: 1024 OpenBenchmarking.org Render Ratio, More Is Better Stargate Digital Audio Workstation 22.11.5 Sample Rate: 192000 - Buffer Size: 1024 Ryzen 7 7840U 0.339 0.678 1.017 1.356 1.695 SE +/- 0.007666, N = 3 1.506766 1. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions
Stargate Digital Audio Workstation Sample Rate: 192000 - Buffer Size: 1024 OpenBenchmarking.org Render Ratio Per Watt, More Is Better Stargate Digital Audio Workstation 22.11.5 Sample Rate: 192000 - Buffer Size: 1024 Ryzen 7 7840U 0.0108 0.0216 0.0324 0.0432 0.054 0.048
Stargate Digital Audio Workstation CPU Power Consumption Monitor Min Avg Max Ryzen 7 7840U 6.7 31.6 43.3 OpenBenchmarking.org Watts, Fewer Is Better Stargate Digital Audio Workstation 22.11.5 CPU Power Consumption Monitor 12 24 36 48 60
Stargate Digital Audio Workstation Sample Rate: 480000 - Buffer Size: 1024 OpenBenchmarking.org Render Ratio, More Is Better Stargate Digital Audio Workstation 22.11.5 Sample Rate: 480000 - Buffer Size: 1024 Ryzen 7 7840U 0.6953 1.3906 2.0859 2.7812 3.4765 SE +/- 0.012252, N = 3 3.090316 1. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions
Stargate Digital Audio Workstation Sample Rate: 480000 - Buffer Size: 1024 OpenBenchmarking.org Render Ratio Per Watt, More Is Better Stargate Digital Audio Workstation 22.11.5 Sample Rate: 480000 - Buffer Size: 1024 Ryzen 7 7840U 0.0223 0.0446 0.0669 0.0892 0.1115 0.099
Stargate Digital Audio Workstation CPU Power Consumption Monitor Min Avg Max Ryzen 7 7840U 6.6 31.4 49.2 OpenBenchmarking.org Watts, Fewer Is Better Stargate Digital Audio Workstation 22.11.5 CPU Power Consumption Monitor 14 28 42 56 70
RNNoise OpenBenchmarking.org Seconds, Fewer Is Better RNNoise 2020-06-28 Ryzen 7 7840U 4 8 12 16 20 SE +/- 0.05, N = 4 15.14 1. (CC) gcc options: -O2 -pedantic -fvisibility=hidden
RNNoise CPU Power Consumption Monitor Min Avg Max Ryzen 7 7840U 6.7 14.5 16.9 OpenBenchmarking.org Watts, Fewer Is Better RNNoise 2020-06-28 CPU Power Consumption Monitor 5 10 15 20 25
NCNN Target: CPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: mobilenet Ryzen 7 7840U 3 6 9 12 15 SE +/- 0.08, N = 15 10.54 MIN: 9.52 / MAX: 23.75 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU-v2-v2 - Model: mobilenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU-v2-v2 - Model: mobilenet-v2 Ryzen 7 7840U 0.6728 1.3456 2.0184 2.6912 3.364 SE +/- 0.01, N = 15 2.99 MIN: 2.59 / MAX: 14.02 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU-v3-v3 - Model: mobilenet-v3 OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU-v3-v3 - Model: mobilenet-v3 Ryzen 7 7840U 0.603 1.206 1.809 2.412 3.015 SE +/- 0.01, N = 15 2.68 MIN: 2.38 / MAX: 13.63 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: shufflenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: shufflenet-v2 Ryzen 7 7840U 0.5153 1.0306 1.5459 2.0612 2.5765 SE +/- 0.01, N = 15 2.29 MIN: 2.07 / MAX: 27.16 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: mnasnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: mnasnet Ryzen 7 7840U 0.576 1.152 1.728 2.304 2.88 SE +/- 0.02, N = 15 2.56 MIN: 2.27 / MAX: 15.42 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: efficientnet-b0 OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: efficientnet-b0 Ryzen 7 7840U 0.9 1.8 2.7 3.6 4.5 SE +/- 0.02, N = 15 4.00 MIN: 3.55 / MAX: 15.96 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: blazeface OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: blazeface Ryzen 7 7840U 0.1778 0.3556 0.5334 0.7112 0.889 SE +/- 0.01, N = 15 0.79 MIN: 0.74 / MAX: 2.88 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: googlenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: googlenet Ryzen 7 7840U 2 4 6 8 10 SE +/- 0.14, N = 15 8.27 MIN: 7.08 / MAX: 53.05 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: vgg16 OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: vgg16 Ryzen 7 7840U 9 18 27 36 45 SE +/- 0.18, N = 15 41.12 MIN: 38.67 / MAX: 68.32 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: resnet18 OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: resnet18 Ryzen 7 7840U 1.3185 2.637 3.9555 5.274 6.5925 SE +/- 0.10, N = 15 5.86 MIN: 5.14 / MAX: 18.93 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: alexnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: alexnet Ryzen 7 7840U 1.2893 2.5786 3.8679 5.1572 6.4465 SE +/- 0.07, N = 15 5.73 MIN: 4.95 / MAX: 17.88 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: resnet50 OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: resnet50 Ryzen 7 7840U 3 6 9 12 15 SE +/- 0.19, N = 15 13.20 MIN: 10.88 / MAX: 39.04 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: yolov4-tiny OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: yolov4-tiny Ryzen 7 7840U 4 8 12 16 20 SE +/- 0.18, N = 15 17.21 MIN: 15.85 / MAX: 32.09 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: squeezenet_ssd OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: squeezenet_ssd Ryzen 7 7840U 2 4 6 8 10 SE +/- 0.13, N = 15 7.87 MIN: 6.63 / MAX: 40.31 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: regnety_400m OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: regnety_400m Ryzen 7 7840U 2 4 6 8 10 SE +/- 0.03, N = 15 6.05 MIN: 5.45 / MAX: 18.14 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: vision_transformer OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: vision_transformer Ryzen 7 7840U 15 30 45 60 75 SE +/- 0.06, N = 15 66.98 MIN: 63.99 / MAX: 105.5 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN Target: CPU - Model: FastestDet OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: FastestDet Ryzen 7 7840U 0.657 1.314 1.971 2.628 3.285 SE +/- 0.03, N = 14 2.92 MIN: 2.53 / MAX: 14.81 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
NCNN CPU Power Consumption Monitor Min Avg Max Ryzen 7 7840U 5.0 31.7 39.5 OpenBenchmarking.org Watts, Fewer Is Better NCNN 20230517 CPU Power Consumption Monitor 11 22 33 44 55
Numenta Anomaly Benchmark Detector: KNN CAD OpenBenchmarking.org Seconds, Fewer Is Better Numenta Anomaly Benchmark 1.1 Detector: KNN CAD Ryzen 7 7840U 50 100 150 200 250 SE +/- 2.15, N = 3 234.01
Numenta Anomaly Benchmark CPU Power Consumption Monitor Min Avg Max Ryzen 7 7840U 6.7 33.0 56.6 OpenBenchmarking.org Watts, Fewer Is Better Numenta Anomaly Benchmark 1.1 CPU Power Consumption Monitor 16 32 48 64 80
Numenta Anomaly Benchmark Detector: Relative Entropy OpenBenchmarking.org Seconds, Fewer Is Better Numenta Anomaly Benchmark 1.1 Detector: Relative Entropy Ryzen 7 7840U 3 6 9 12 15 SE +/- 0.07, N = 4 11.68
Numenta Anomaly Benchmark CPU Power Consumption Monitor Min Avg Max Ryzen 7 7840U 6.7 28.6 51.2 OpenBenchmarking.org Watts, Fewer Is Better Numenta Anomaly Benchmark 1.1 CPU Power Consumption Monitor 15 30 45 60 75
Numenta Anomaly Benchmark Detector: Windowed Gaussian OpenBenchmarking.org Seconds, Fewer Is Better Numenta Anomaly Benchmark 1.1 Detector: Windowed Gaussian Ryzen 7 7840U 2 4 6 8 10 SE +/- 0.047, N = 6 6.954
Numenta Anomaly Benchmark CPU Power Consumption Monitor Min Avg Max Ryzen 7 7840U 3.6 27.6 51.2 OpenBenchmarking.org Watts, Fewer Is Better Numenta Anomaly Benchmark 1.1 CPU Power Consumption Monitor 15 30 45 60 75
Numenta Anomaly Benchmark Detector: Earthgecko Skyline OpenBenchmarking.org Seconds, Fewer Is Better Numenta Anomaly Benchmark 1.1 Detector: Earthgecko Skyline Ryzen 7 7840U 20 40 60 80 100 SE +/- 1.10, N = 4 89.05
Numenta Anomaly Benchmark CPU Power Consumption Monitor Min Avg Max Ryzen 7 7840U 6.8 32.1 51.0 OpenBenchmarking.org Watts, Fewer Is Better Numenta Anomaly Benchmark 1.1 CPU Power Consumption Monitor 15 30 45 60 75
Numenta Anomaly Benchmark Detector: Bayesian Changepoint OpenBenchmarking.org Seconds, Fewer Is Better Numenta Anomaly Benchmark 1.1 Detector: Bayesian Changepoint Ryzen 7 7840U 6 12 18 24 30 SE +/- 0.25, N = 15 25.37
Numenta Anomaly Benchmark CPU Power Consumption Monitor Min Avg Max Ryzen 7 7840U 6.7 29.8 51.1 OpenBenchmarking.org Watts, Fewer Is Better Numenta Anomaly Benchmark 1.1 CPU Power Consumption Monitor 15 30 45 60 75
Numenta Anomaly Benchmark Detector: Contextual Anomaly Detector OSE OpenBenchmarking.org Seconds, Fewer Is Better Numenta Anomaly Benchmark 1.1 Detector: Contextual Anomaly Detector OSE Ryzen 7 7840U 8 16 24 32 40 SE +/- 0.14, N = 3 35.23
Numenta Anomaly Benchmark CPU Power Consumption Monitor Min Avg Max Ryzen 7 7840U 7.0 23.5 51.0 OpenBenchmarking.org Watts, Fewer Is Better Numenta Anomaly Benchmark 1.1 CPU Power Consumption Monitor 15 30 45 60 75
PyHPC Benchmarks Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of State OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of State Ryzen 7 7840U 0.2225 0.445 0.6675 0.89 1.1125 SE +/- 0.003, N = 3 0.989
PyHPC Benchmarks CPU Power Consumption Monitor Min Avg Max Ryzen 7 7840U 6.4 19.9 22.9 OpenBenchmarking.org Watts, Fewer Is Better PyHPC Benchmarks 3.0 CPU Power Consumption Monitor 6 12 18 24 30
PyHPC Benchmarks Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral Mixing OpenBenchmarking.org Seconds, Fewer Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral Mixing Ryzen 7 7840U 0.3267 0.6534 0.9801 1.3068 1.6335 SE +/- 0.005, N = 3 1.452
PyHPC Benchmarks CPU Power Consumption Monitor Min Avg Max Ryzen 7 7840U 6.8 18.7 20.8 OpenBenchmarking.org Watts, Fewer Is Better PyHPC Benchmarks 3.0 CPU Power Consumption Monitor 6 12 18 24 30
Scikit-Learn Benchmark: MNIST Dataset OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: MNIST Dataset Ryzen 7 7840U 12 24 36 48 60 SE +/- 0.04, N = 3 55.63 1. (F9X) gfortran options: -O0
Scikit-Learn CPU Power Consumption Monitor Min Avg Max Ryzen 7 7840U 6.3 16.0 19.3 OpenBenchmarking.org Watts, Fewer Is Better Scikit-Learn 1.2.2 CPU Power Consumption Monitor 6 12 18 24 30
Scikit-Learn Benchmark: SGD Regression OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: SGD Regression Ryzen 7 7840U 20 40 60 80 100 SE +/- 0.05, N = 3 96.58 1. (F9X) gfortran options: -O0
Scikit-Learn CPU Power Consumption Monitor Min Avg Max Ryzen 7 7840U 6.8 20.6 43.7 OpenBenchmarking.org Watts, Fewer Is Better Scikit-Learn 1.2.2 CPU Power Consumption Monitor 12 24 36 48 60
Scikit-Learn Benchmark: Isolation Forest OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Isolation Forest Ryzen 7 7840U 50 100 150 200 250 SE +/- 0.47, N = 3 223.47 1. (F9X) gfortran options: -O0
Scikit-Learn CPU Power Consumption Monitor Min Avg Max Ryzen 7 7840U 6.8 17.6 21.1 OpenBenchmarking.org Watts, Fewer Is Better Scikit-Learn 1.2.2 CPU Power Consumption Monitor 6 12 18 24 30
Scikit-Learn Benchmark: TSNE MNIST Dataset OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: TSNE MNIST Dataset Ryzen 7 7840U 50 100 150 200 250 SE +/- 0.32, N = 3 219.82 1. (F9X) gfortran options: -O0
Scikit-Learn CPU Power Consumption Monitor Min Avg Max Ryzen 7 7840U 6.7 32.7 50.9 OpenBenchmarking.org Watts, Fewer Is Better Scikit-Learn 1.2.2 CPU Power Consumption Monitor 14 28 42 56 70
Scikit-Learn Benchmark: Hist Gradient Boosting OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Hist Gradient Boosting Ryzen 7 7840U 16 32 48 64 80 SE +/- 0.43, N = 3 71.12 1. (F9X) gfortran options: -O0
Scikit-Learn CPU Power Consumption Monitor Min Avg Max Ryzen 7 7840U 6.8 31.2 37.0 OpenBenchmarking.org Watts, Fewer Is Better Scikit-Learn 1.2.2 CPU Power Consumption Monitor 11 22 33 44 55
Scikit-Learn Benchmark: Hist Gradient Boosting Adult OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: Hist Gradient Boosting Adult Ryzen 7 7840U 11 22 33 44 55 SE +/- 0.17, N = 3 49.65 1. (F9X) gfortran options: -O0
Scikit-Learn CPU Power Consumption Monitor Min Avg Max Ryzen 7 7840U 6.8 30.0 33.6 OpenBenchmarking.org Watts, Fewer Is Better Scikit-Learn 1.2.2 CPU Power Consumption Monitor 10 20 30 40 50
Scikit-Learn Benchmark: 20 Newsgroups / Logistic Regression OpenBenchmarking.org Seconds, Fewer Is Better Scikit-Learn 1.2.2 Benchmark: 20 Newsgroups / Logistic Regression Ryzen 7 7840U 8 16 24 32 40 SE +/- 0.06, N = 3 34.84 1. (F9X) gfortran options: -O0
Scikit-Learn CPU Power Consumption Monitor Min Avg Max Ryzen 7 7840U 6.9 28.4 47.7 OpenBenchmarking.org Watts, Fewer Is Better Scikit-Learn 1.2.2 CPU Power Consumption Monitor 14 28 42 56 70
OpenCV Test: Core OpenBenchmarking.org ms, Fewer Is Better OpenCV 4.7 Test: Core Ryzen 7 7840U 20K 40K 60K 80K 100K SE +/- 290.67, N = 3 99414 1. (CXX) g++ options: -fPIC -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -msse -msse2 -msse3 -fvisibility=hidden -O3 -shared
OpenCV CPU Power Consumption Monitor Min Avg Max Ryzen 7 7840U 6.6 19.1 50.0 OpenBenchmarking.org Watts, Fewer Is Better OpenCV 4.7 CPU Power Consumption Monitor 14 28 42 56 70
OpenCV Test: Object Detection OpenBenchmarking.org ms, Fewer Is Better OpenCV 4.7 Test: Object Detection Ryzen 7 7840U 7K 14K 21K 28K 35K SE +/- 560.55, N = 12 34355 1. (CXX) g++ options: -fPIC -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -msse -msse2 -msse3 -fvisibility=hidden -O3 -shared
OpenCV CPU Power Consumption Monitor Min Avg Max Ryzen 7 7840U 6.8 24.6 38.8 OpenBenchmarking.org Watts, Fewer Is Better OpenCV 4.7 CPU Power Consumption Monitor 11 22 33 44 55
OpenCV Test: DNN - Deep Neural Network OpenBenchmarking.org ms, Fewer Is Better OpenCV 4.7 Test: DNN - Deep Neural Network Ryzen 7 7840U 8K 16K 24K 32K 40K SE +/- 282.92, N = 15 36487 1. (CXX) g++ options: -fPIC -fsigned-char -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections -msse -msse2 -msse3 -fvisibility=hidden -O3 -shared
OpenCV CPU Power Consumption Monitor Min Avg Max Ryzen 7 7840U 6.6 28.3 50.1 OpenBenchmarking.org Watts, Fewer Is Better OpenCV 4.7 CPU Power Consumption Monitor 14 28 42 56 70
Meta Performance Per Watts Performance Per Watts OpenBenchmarking.org Performance Per Watts, More Is Better Meta Performance Per Watts Performance Per Watts Ryzen 7 7840U 0.5401 1.0802 1.6203 2.1604 2.7005 2.4004
CPU Power Consumption Monitor Phoronix Test Suite System Monitoring OpenBenchmarking.org Watts CPU Power Consumption Monitor Phoronix Test Suite System Monitoring Ryzen 7 7840U 11 22 33 44 55 Min: 3.64 / Avg: 25.89 / Max: 56.62
Phoronix Test Suite v10.8.4