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. Ryzen 7 7840U: Processor: AMD Ryzen 7 7840U @ 5.13GHz (8 Cores / 16 Threads), Motherboard: Framework FRANMDCP07 (03.03 BIOS), Chipset: AMD Device 14e8, Memory: 16GB, Disk: 512GB Western Digital WD PC SN740 SDDPNQD-512G, Graphics: AMD Phoenix1 512MB (2700/2800MHz), Audio: AMD Rembrandt Radeon HD Audio, Network: MEDIATEK MT7922 802.11ax PCI OS: Ubuntu 23.10, Kernel: 6.7.0-060700rc5-generic (x86_64), Desktop: GNOME Shell 45.1, Display Server: X Server 1.21.1.7 + Wayland, OpenGL: 4.6 Mesa 23.2.1-1ubuntu3.1 (LLVM 15.0.7 DRM 3.56), Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 2256x1504 Stargate Digital Audio Workstation 22.11.5 Sample Rate: 44100 - Buffer Size: 1024 Render Ratio > Higher Is Better Ryzen 7 7840U . 3.123552 |===================================================== Stargate Digital Audio Workstation 22.11.5 Sample Rate: 44100 - Buffer Size: 1024 Render Ratio Per Watt > Higher Is Better Ryzen 7 7840U . 0.102 |======================================================== Stargate Digital Audio Workstation 22.11.5 CPU Power Consumption Monitor Watts < Lower Is Better Ryzen 7 7840U . MIN: 6.6 AVG: 30.7 MAX: 51.0 Stargate Digital Audio Workstation 22.11.5 Sample Rate: 96000 - Buffer Size: 1024 Render Ratio > Higher Is Better Ryzen 7 7840U . 2.282466 |===================================================== Stargate Digital Audio Workstation 22.11.5 Sample Rate: 96000 - Buffer Size: 1024 Render Ratio Per Watt > Higher Is Better Ryzen 7 7840U . 0.073 |======================================================== Stargate Digital Audio Workstation 22.11.5 CPU Power Consumption Monitor Watts < Lower Is Better Ryzen 7 7840U . MIN: 6.6 AVG: 31.2 MAX: 44.0 Stargate Digital Audio Workstation 22.11.5 Sample Rate: 192000 - Buffer Size: 1024 Render Ratio > Higher Is Better Ryzen 7 7840U . 1.506766 |===================================================== Stargate Digital Audio Workstation 22.11.5 Sample Rate: 192000 - Buffer Size: 1024 Render Ratio Per Watt > Higher Is Better Ryzen 7 7840U . 0.048 |======================================================== Stargate Digital Audio Workstation 22.11.5 CPU Power Consumption Monitor Watts < Lower Is Better Ryzen 7 7840U . MIN: 6.7 AVG: 31.6 MAX: 43.3 Stargate Digital Audio Workstation 22.11.5 Sample Rate: 480000 - Buffer Size: 1024 Render Ratio > Higher Is Better Ryzen 7 7840U . 3.090316 |===================================================== Stargate Digital Audio Workstation 22.11.5 Sample Rate: 480000 - Buffer Size: 1024 Render Ratio Per Watt > Higher Is Better Ryzen 7 7840U . 0.099 |======================================================== Stargate Digital Audio Workstation 22.11.5 CPU Power Consumption Monitor Watts < Lower Is Better Ryzen 7 7840U . MIN: 6.6 AVG: 31.4 MAX: 49.2 RNNoise 2020-06-28 Seconds < Lower Is Better Ryzen 7 7840U . 15.14 |======================================================== RNNoise 2020-06-28 CPU Power Consumption Monitor Watts < Lower Is Better Ryzen 7 7840U . MIN: 6.7 AVG: 14.5 MAX: 16.9 spaCy 3.4.1 tokens/sec > Higher Is Better NCNN 20230517 Target: CPU - Model: mobilenet ms < Lower Is Better Ryzen 7 7840U . 10.54 |======================================================== NCNN 20230517 Target: CPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better Ryzen 7 7840U . 2.99 |========================================================= NCNN 20230517 Target: CPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better Ryzen 7 7840U . 2.68 |========================================================= NCNN 20230517 Target: CPU - Model: shufflenet-v2 ms < Lower Is Better Ryzen 7 7840U . 2.29 |========================================================= NCNN 20230517 Target: CPU - Model: mnasnet ms < Lower Is Better Ryzen 7 7840U . 2.56 |========================================================= NCNN 20230517 Target: CPU - Model: efficientnet-b0 ms < Lower Is Better Ryzen 7 7840U . 4.00 |========================================================= NCNN 20230517 Target: CPU - Model: blazeface ms < Lower Is Better Ryzen 7 7840U . 0.79 |========================================================= NCNN 20230517 Target: CPU - Model: googlenet ms < Lower Is Better Ryzen 7 7840U . 8.27 |========================================================= NCNN 20230517 Target: CPU - Model: vgg16 ms < Lower Is Better Ryzen 7 7840U . 41.12 |======================================================== NCNN 20230517 Target: CPU - Model: resnet18 ms < Lower Is Better Ryzen 7 7840U . 5.86 |========================================================= NCNN 20230517 Target: CPU - Model: alexnet ms < Lower Is Better Ryzen 7 7840U . 5.73 |========================================================= NCNN 20230517 Target: CPU - Model: resnet50 ms < Lower Is Better Ryzen 7 7840U . 13.20 |======================================================== NCNN 20230517 Target: CPU - Model: yolov4-tiny ms < Lower Is Better Ryzen 7 7840U . 17.21 |======================================================== NCNN 20230517 Target: CPU - Model: squeezenet_ssd ms < Lower Is Better Ryzen 7 7840U . 7.87 |========================================================= NCNN 20230517 Target: CPU - Model: regnety_400m ms < Lower Is Better Ryzen 7 7840U . 6.05 |========================================================= NCNN 20230517 Target: CPU - Model: vision_transformer ms < Lower Is Better Ryzen 7 7840U . 66.98 |======================================================== NCNN 20230517 Target: CPU - Model: FastestDet ms < Lower Is Better Ryzen 7 7840U . 2.92 |========================================================= NCNN 20230517 CPU Power Consumption Monitor Watts < Lower Is Better Ryzen 7 7840U . MIN: 5.0 AVG: 31.7 MAX: 39.5 Numenta Anomaly Benchmark 1.1 Detector: KNN CAD Seconds < Lower Is Better Ryzen 7 7840U . 234.01 |======================================================= Numenta Anomaly Benchmark 1.1 CPU Power Consumption Monitor Watts < Lower Is Better Ryzen 7 7840U . MIN: 6.7 AVG: 33.0 MAX: 56.6 Numenta Anomaly Benchmark 1.1 Detector: Relative Entropy Seconds < Lower Is Better Ryzen 7 7840U . 11.68 |======================================================== Numenta Anomaly Benchmark 1.1 CPU Power Consumption Monitor Watts < Lower Is Better Ryzen 7 7840U . MIN: 6.7 AVG: 28.6 MAX: 51.2 Numenta Anomaly Benchmark 1.1 Detector: Windowed Gaussian Seconds < Lower Is Better Ryzen 7 7840U . 6.954 |======================================================== Numenta Anomaly Benchmark 1.1 CPU Power Consumption Monitor Watts < Lower Is Better Ryzen 7 7840U . MIN: 3.6 AVG: 27.6 MAX: 51.2 Numenta Anomaly Benchmark 1.1 Detector: Earthgecko Skyline Seconds < Lower Is Better Ryzen 7 7840U . 89.05 |======================================================== Numenta Anomaly Benchmark 1.1 CPU Power Consumption Monitor Watts < Lower Is Better Ryzen 7 7840U . MIN: 6.8 AVG: 32.1 MAX: 51.0 Numenta Anomaly Benchmark 1.1 Detector: Bayesian Changepoint Seconds < Lower Is Better Ryzen 7 7840U . 25.37 |======================================================== Numenta Anomaly Benchmark 1.1 CPU Power Consumption Monitor Watts < Lower Is Better Ryzen 7 7840U . MIN: 6.7 AVG: 29.8 MAX: 51.1 Numenta Anomaly Benchmark 1.1 Detector: Contextual Anomaly Detector OSE Seconds < Lower Is Better Ryzen 7 7840U . 35.23 |======================================================== Numenta Anomaly Benchmark 1.1 CPU Power Consumption Monitor Watts < Lower Is Better Ryzen 7 7840U . MIN: 7.0 AVG: 23.5 MAX: 51.0 AI Benchmark Alpha 0.1.2 Score > Higher Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Equation of State Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Equation of State Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of State Seconds < Lower Is Better Ryzen 7 7840U . 0.989 |======================================================== PyHPC Benchmarks 3.0 CPU Power Consumption Monitor Watts < Lower Is Better Ryzen 7 7840U . MIN: 6.4 AVG: 19.9 MAX: 22.9 PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better Ryzen 7 7840U . 1.452 |======================================================== PyHPC Benchmarks 3.0 CPU Power Consumption Monitor Watts < Lower Is Better Ryzen 7 7840U . MIN: 6.8 AVG: 18.7 MAX: 20.8 PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Equation of State Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Equation of State Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Equation of State Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better Scikit-Learn 1.2.2 Benchmark: MNIST Dataset Seconds < Lower Is Better Ryzen 7 7840U . 55.63 |======================================================== Scikit-Learn 1.2.2 CPU Power Consumption Monitor Watts < Lower Is Better Ryzen 7 7840U . MIN: 6.3 AVG: 16.0 MAX: 19.3 Scikit-Learn 1.2.2 Benchmark: SGD Regression Seconds < Lower Is Better Ryzen 7 7840U . 96.58 |======================================================== Scikit-Learn 1.2.2 CPU Power Consumption Monitor Watts < Lower Is Better Ryzen 7 7840U . MIN: 6.8 AVG: 20.6 MAX: 43.7 Scikit-Learn 1.2.2 Benchmark: Isolation Forest Seconds < Lower Is Better Ryzen 7 7840U . 223.47 |======================================================= Scikit-Learn 1.2.2 CPU Power Consumption Monitor Watts < Lower Is Better Ryzen 7 7840U . MIN: 6.8 AVG: 17.6 MAX: 21.1 Scikit-Learn 1.2.2 Benchmark: TSNE MNIST Dataset Seconds < Lower Is Better Ryzen 7 7840U . 219.82 |======================================================= Scikit-Learn 1.2.2 CPU Power Consumption Monitor Watts < Lower Is Better Ryzen 7 7840U . MIN: 6.7 AVG: 32.7 MAX: 50.9 Scikit-Learn 1.2.2 Benchmark: Hist Gradient Boosting Seconds < Lower Is Better Ryzen 7 7840U . 71.12 |======================================================== Scikit-Learn 1.2.2 CPU Power Consumption Monitor Watts < Lower Is Better Ryzen 7 7840U . MIN: 6.8 AVG: 31.2 MAX: 37.0 Scikit-Learn 1.2.2 Benchmark: Hist Gradient Boosting Adult Seconds < Lower Is Better Ryzen 7 7840U . 49.65 |======================================================== Scikit-Learn 1.2.2 CPU Power Consumption Monitor Watts < Lower Is Better Ryzen 7 7840U . MIN: 6.8 AVG: 30.0 MAX: 33.6 Scikit-Learn 1.2.2 Benchmark: 20 Newsgroups / Logistic Regression Seconds < Lower Is Better Ryzen 7 7840U . 34.84 |======================================================== Scikit-Learn 1.2.2 CPU Power Consumption Monitor Watts < Lower Is Better Ryzen 7 7840U . MIN: 6.9 AVG: 28.4 MAX: 47.7 OpenCV 4.7 Test: Core ms < Lower Is Better Ryzen 7 7840U . 99414 |======================================================== OpenCV 4.7 CPU Power Consumption Monitor Watts < Lower Is Better Ryzen 7 7840U . MIN: 6.6 AVG: 19.1 MAX: 50.0 OpenCV 4.7 Test: Object Detection ms < Lower Is Better Ryzen 7 7840U . 34355 |======================================================== OpenCV 4.7 CPU Power Consumption Monitor Watts < Lower Is Better Ryzen 7 7840U . MIN: 6.8 AVG: 24.6 MAX: 38.8 OpenCV 4.7 Test: DNN - Deep Neural Network ms < Lower Is Better Ryzen 7 7840U . 36487 |======================================================== OpenCV 4.7 CPU Power Consumption Monitor Watts < Lower Is Better Ryzen 7 7840U . MIN: 6.6 AVG: 28.3 MAX: 50.1 Meta Performance Per Watts Performance Per Watts Performance Per Watts > Higher Is Better Ryzen 7 7840U . 2.4004 |======================================================= CPU Power Consumption Monitor Phoronix Test Suite System Monitoring Watts Ryzen 7 7840U . MIN: 3.6 AVG: 25.9 MAX: 56.6