Intel Core i7 1165G7 Tigerlake vs. AMD Renoir Ryzen PRO Linux Benchmarks Extra tests from a future article with remote laptop. ,,"Core i7 8565U","Core i7 1065G7","Core i7 1165G7","Ryzen 5 4500U","Ryzen 7 4700U","Core i7 1165G7 - Ubuntu 20.10","Ryzen 7 PRO 4750U" Processor,,Intel Core i7-8565U @ 4.60GHz (4 Cores / 8 Threads),Intel Core i7-1065G7 @ 3.90GHz (4 Cores / 8 Threads),Intel Core i7-1165G7 @ 4.70GHz (4 Cores / 8 Threads),AMD Ryzen 5 4500U @ 2.38GHz (6 Cores),AMD Ryzen 7 4700U @ 2.00GHz (8 Cores),Intel Core i7-1165G7 @ 4.70GHz (4 Cores / 8 Threads),AMD Ryzen 7 PRO 4750U @ 1.70GHz (8 Cores / 16 Threads) Motherboard,,Dell 0KTW76 (1.0.0 BIOS),Dell 06CDVY (1.0.9 BIOS),Dell 0GG9PT (1.0.1 BIOS),LENOVO LNVNB161216 (EECN20WW BIOS),LENOVO LNVNB161216 (DTCN18WWV1.04 BIOS),Dell 0GG9PT (1.0.1 BIOS),LENOVO 20UFCTO1WW (R1CET36W1.05 BIOS) Chipset,,Intel Cannon Point-LP,Intel Device 34ef,Intel Device a0ef,AMD Renoir Root Complex,AMD Renoir Root Complex,Intel Tiger Lake-LP,AMD Renoir Root Complex Memory,,16GB,16GB,16GB,16GB,16GB,16GB,16GB Disk,,PC401 NVMe SK hynix 256GB,KBG40ZPZ512G NVMe TOSHIBA 512GB,KIOXIA KBG40ZNS256G NVMe 256GB,256GB SKHynix_HFM256GDHTNI-87A0B,512GB SAMSUNG MZALQ512HALU-000L2 + 4001GB 004-2CV104,KIOXIA KBG40ZNS256G NVMe 256GB,500GB SHGP31-500GM-2 Graphics,,Intel UHD 620 3GB (1150MHz),Intel Iris Plus G7 3GB (1100MHz),Intel Xe 3GB (1300MHz),AMD Renoir 512MB (1500/400MHz),AMD Renoir 512MB (1600/400MHz),Intel UHD (1300MHz),AMD Renoir (1600/400MHz) Audio,,Realtek ALC3271,Realtek ALC289,Realtek ALC289,AMD Device 1637,AMD Device 1637,Realtek ALC289,AMD Device 1637 Network,,Qualcomm Atheros QCA6174 802.11ac,Intel Killer Wi-Fi 6 AX1650i 160MHz,Intel Device a0f0,Realtek RTL8822CE 802.11ac PCIe,Intel Wi-Fi 6 AX200,Intel Wi-Fi 6 AX201,Realtek RTL8111/8168/8411 + Intel Wi-Fi 6 AX200 OS,,Ubuntu 20.04,Ubuntu 20.04,Ubuntu 20.04,Ubuntu 20.04,Ubuntu 20.04,Ubuntu 20.10,Ubuntu 20.04 Kernel,,5.9.0-050900rc7daily20201004-generic (x86_64) 20201003,5.9.0-050900rc7daily20201003-generic (x86_64) 20201002,5.9.0-050900rc8daily20201011-generic (x86_64) 20201010,5.9.0-050900rc7daily20201002-generic (x86_64) 20201001,5.9.0-050900rc7daily20201003-generic (x86_64) 20201002,5.8.0-23-generic (x86_64),5.8.16-050816-generic (x86_64) Desktop,,GNOME Shell 3.36.4,GNOME Shell 3.36.4,GNOME Shell 3.36.4,GNOME Shell 3.36.4,GNOME Shell 3.36.4,GNOME Shell 3.38.1,GNOME Shell 3.36.4 Display Server,,X Server 1.20.8,X Server 1.20.8,X Server 1.20.8,X Server 1.20.8,X Server 1.20.8,X Server 1.20.9,X Server 1.20.8 Display Driver,,modesetting 1.20.8,modesetting 1.20.8,modesetting 1.20.8,modesetting 1.20.8,modesetting 1.20.8,modesetting 1.20.9,modesetting 1.20.8 OpenGL,,4.6 Mesa 20.3.0-devel (git-2b977ad 2020-10-06 focal-oibaf-ppa),4.6 Mesa 20.3.0-devel (git-81cd4c8 2020-10-03 focal-oibaf-ppa),4.6 Mesa 20.3.0-devel (git-442f48f 2020-10-15 focal-oibaf-ppa),4.6 Mesa 20.3.0-devel (git-57b4f60 2020-10-02 focal-oibaf-ppa) (LLVM 10.0.1),4.6 Mesa 20.3.0-devel (git-3b3a3af 2020-10-03 focal-oibaf-ppa) (LLVM 10.0.1),4.6 Mesa 20.2.0, Vulkan,,1.2.145,1.2.145,1.2.145,1.2.145,1.2.145,1.2.145, Compiler,,GCC 9.3.0,GCC 9.3.0,GCC 9.3.0,GCC 9.3.0,GCC 9.3.0,GCC 10.2.0,GCC 9.3.0 File-System,,ext4,ext4,ext4,ext4,ext4,ext4,ext4 Screen Resolution,,1920x1080,1920x1200,1920x1200,1920x1080,1920x1080,1920x1200,1920x1080 ,,"Core i7 8565U","Core i7 1065G7","Core i7 1165G7","Ryzen 5 4500U","Ryzen 7 4700U","Core i7 1165G7 - Ubuntu 20.10","Ryzen 7 PRO 4750U" "AI Benchmark Alpha - Device Inference Score (Score)",HIB,412,465,628,676,730,535,621 "AI Benchmark Alpha - Device Training Score (Score)",HIB,507,574,687,603,637,613,589 "AI Benchmark Alpha - Device AI Score (Score)",HIB,919,1039,1315,1279,1367,1148,1210 "AI Benchmark Alpha - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,2135.27,2687.38,3450.55,3512.82,, "AI Benchmark Alpha - CPU Temperature Monitor (Celsius)",LIB,72.61,69.69,73.61,92.06,71.43,, "ASTC Encoder - Preset: Thorough (sec)",LIB,112.21,100.05,76.16,59.08,47.21,87.04,45.85 "ASTC Encoder - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,2296.84,2799.97,3106.5,2987.83,, "ASTC Encoder - CPU Temperature Monitor (Celsius)",LIB,74.76,69.53,72.78,87.74,64.53,, "libavif avifenc - Encoder Speed: 2 (sec)",LIB,162.221,153.449,121.969,96.768,80.305,135.362,74.667 "libavif avifenc - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,2301.38,2816.92,3174.71,3122.91,, "libavif avifenc - CPU Temperature Monitor (Celsius)",LIB,75.21,71.28,74.3,89.78,66.34,, "Basemark GPU - Renderer: Vulkan - Resolution: 1920 x 1080 - Graphics Preset: High (FPS)",HIB,11.15,20.21,28.33,22.59,24.28,28.99, "Basemark GPU - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,1237.05,2152.9,1526.97,1678.27,, "Basemark GPU - CPU Temperature Monitor (Celsius)",LIB,74.62,66.1,67.43,65.06,56.31,, "Basemark GPU - Renderer: Vulkan - Resolution: 1920 x 1080 - Graphics Preset: Medium (FPS)",HIB,57.60,101.98,161.82,105.98,112.75,151.09, "Basemark GPU - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,1396.4,2034.4,1609.1,1644.29,, "Basemark GPU - CPU Temperature Monitor (Celsius)",LIB,72.77,64.53,66.02,62.94,54.48,, "Unigine Superposition - Resolution: 1920 x 1080 - Mode: Fullscreen - Quality: Low - Renderer: OpenGL (FPS)",HIB,11.7,19.6,30.6,22.6,26.0,28.2, "Unigine Superposition - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,1771.01,1588.05,2568.76,3073.51,, "Unigine Superposition - CPU Temperature Monitor (Celsius)",LIB,74.43,67.54,66.88,77.14,58.86,, "BRL-CAD - VGR Performance Metric (VGR Performance Metric)",HIB,29035,31812,43227,50866,69692,35326,78513 "BRL-CAD - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,2072.6,2795.23,2975.32,2947.71,, "BRL-CAD - CPU Temperature Monitor (Celsius)",LIB,74.39,68.38,81.35,91.87,64.72,, "Timed FFmpeg Compilation - Time To Compile (sec)",LIB,199.144,180.686,134.320,121.308,100.741,157.488,94.441 "Timed FFmpeg Compilation - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,2186.69,2747.69,3077.03,3021.74,, "Timed FFmpeg Compilation - CPU Temperature Monitor (Celsius)",LIB,73.71,69.02,75.87,91.47,61.01,, "Timed Linux Kernel Compilation - Time To Compile (sec)",LIB,312.653,285.251,209.915,200.772,161.499,253.030,148.036 "Timed Linux Kernel Compilation - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,2170.76,2766.06,3061.13,3043.22,, "Timed Linux Kernel Compilation - CPU Temperature Monitor (Celsius)",LIB,73.25,68.86,75.5,91.07,60.04,, "Build2 - Time To Compile (sec)",LIB,372.888,352.192,263.876,243.860,203.268,,189.617 "Build2 - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,2197.9,2779.73,3096.64,3173.3,, "Build2 - CPU Temperature Monitor (Celsius)",LIB,73.46,69.52,74.9,91.55,62.3,, "Caffe - Model: AlexNet - Acceleration: CPU - Iterations: 200 (ms)",LIB,209288,129988,154186,113117,105463,172684,155489 "Caffe - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,2107.85,2775.98,3121.08,3156.78,, "Caffe - CPU Temperature Monitor (Celsius)",LIB,74.2,68.65,75.83,93.55,59.66,, "Caffe - Model: GoogleNet - Acceleration: CPU - Iterations: 200 (ms)",LIB,516174,342564,393513,295400,274415,440478,401883 "Caffe - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,2093.2,2790.84,3011,2974.03,, "Caffe - CPU Temperature Monitor (Celsius)",LIB,73.68,68.12,76.82,92.94,60.31,, "7-Zip Compression - Compress Speed Test (MIPS)",HIB,17786,19534,21789,22912,28780,21774,30550 "7-Zip Compression - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,2324.28,2763.29,3223.25,3162.62,, "7-Zip Compression - CPU Temperature Monitor (Celsius)",LIB,74.24,68.6,70.76,90.79,66.34,, "Coremark - CoreMark Size 666 - Iterations Per Second (Iterations/Sec)",HIB,100330.662253,114477.279309,135435.168363,167307.980014,208366.268155,115324.352557,251235.203912 "Coremark - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,2479.19,2776.43,3240.58,3184.93,, "Coremark - CPU Temperature Monitor (Celsius)",LIB,75.35,71.09,63.04,85.84,61.75,, "ctx_clock - Context Switch Time (Clocks)",LIB,325,85,202,118,100,128,85 "ctx_clock - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,1799.54,1626.76,1767.88,1957.66,, "ctx_clock - CPU Temperature Monitor (Celsius)",LIB,55.88,54.61,49.96,60.79,46.23,, "Darktable - Test: Boat - Acceleration: CPU-only (sec)",LIB,23.275,17.015,12.644,16.838,15.718,,24.048 "Darktable - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,,,3278.17,,, "Darktable - CPU Temperature Monitor (Celsius)",LIB,,,,76.96,,, "Darktable - Test: Masskrug - Acceleration: CPU-only (sec)",LIB,13.387,11.291,9.942,9.817,8.100,,8.108 "Darktable - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,,,3120.43,,, "Darktable - CPU Temperature Monitor (Celsius)",LIB,,,,81.75,,, "Darktable - Test: Server Room - Acceleration: CPU-only (sec)",LIB,9.632,8.031,7.249,6.420,5.478,,6.038 "Darktable - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,,,2900.98,,, "Darktable - CPU Temperature Monitor (Celsius)",LIB,,,,77.56,,, "dav1d - Video Input: Summer Nature 4K (FPS)",HIB,60.81,66.28,79.64,77.55,88.76,69.00,88.63 "dav1d - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,2465.23,2842.59,3546.4,3522.05,, "dav1d - CPU Temperature Monitor (Celsius)",LIB,76.35,72.64,68.83,85.44,68.05,, "Embree - Binary: Pathtracer - Model: Crown (FPS)",HIB,2.9088,2.9628,3.9172,3.8048,4.8435,3.2251,6.5605 "Embree - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,2014.81,2785.16,3122,3018.44,, "Embree - CPU Temperature Monitor (Celsius)",LIB,73.14,67.61,76.45,91.53,61.16,, "Embree - Binary: Pathtracer ISPC - Model: Crown (FPS)",HIB,3.3661,3.2869,4.8300,3.6294,4.6692,3.8285,6.2450 "Embree - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,1815.81,2756.45,3070.09,2981.1,, "Embree - CPU Temperature Monitor (Celsius)",LIB,72.9,68.87,78.34,92.81,59.93,, "FLAC Audio Encoding - WAV To FLAC (sec)",LIB,9.617,9.371,11.032,8.614,8.786,7.506,8.099 "FLAC Audio Encoding - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,3062.1,2618.81,3102.36,3346.14,, "FLAC Audio Encoding - CPU Temperature Monitor (Celsius)",LIB,72.38,74.71,58.97,79.13,67.37,, "LAME MP3 Encoding - WAV To MP3 (sec)",LIB,8.646,7.957,10.109,7.813,7.428,6.638,7.435 "LAME MP3 Encoding - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,3063.4,2584.13,3108.55,3185.31,, "LAME MP3 Encoding - CPU Temperature Monitor (Celsius)",LIB,74.03,76.31,53.89,68.59,67.7,, "eSpeak-NG Speech Engine - Text-To-Speech Synthesis (sec)",LIB,33.310,30.976,39.387,33.140,30.968,28.624,28.870 "eSpeak-NG Speech Engine - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,3516.36,2930.91,3489.1,3784.84,, "eSpeak-NG Speech Engine - CPU Temperature Monitor (Celsius)",LIB,85.28,78.87,55.75,63.7,68.59,, "FFTE - N=256, 3D Complex FFT Routine (MFLOPS)",HIB,15397.353954938,21665.391928848,23401.374409342,22192.970247223,25470.628211855,30829.767493854,19761.619509734 "FFTE - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,2050.02,2039.24,2462.35,2378,, "FFTE - CPU Temperature Monitor (Celsius)",LIB,72.12,65.24,59.44,68.93,70.08,, "GEGL - Operation: Antialias (sec)",LIB,47.612,43.073,51.728,41.878,40.662,34.153,40.110 "GEGL - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,3537.9,2984.99,3701.1,3811.47,, "GEGL - CPU Temperature Monitor (Celsius)",LIB,83.17,81.43,60.36,67.93,70.43,, "GEGL - Operation: Crop (sec)",LIB,10.977,9.903,11.285,9.069,8.954,7.390,9.308 "GEGL - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,2995.12,2615.32,3097.03,3064.39,, "GEGL - CPU Temperature Monitor (Celsius)",LIB,77.99,74.82,55.88,64.62,68.66,, "GraphicsMagick - Operation: HWB Color Space (Iterations/min)",HIB,444,522,584,806,883,581,929 "GraphicsMagick - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,2538.3,2993.98,3613.23,3676.63,, "GraphicsMagick - CPU Temperature Monitor (Celsius)",LIB,74.06,70.98,68.67,90.88,74.38,, "GraphicsMagick - Operation: Noise-Gaussian (Iterations/min)",HIB,72,78,94,125,149,91,182 "GraphicsMagick - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,2267.78,2758.11,3248.03,3200.25,, "GraphicsMagick - CPU Temperature Monitor (Celsius)",LIB,74.6,68.69,70.46,91.89,71.39,, "GraphicsMagick - Operation: Enhanced (Iterations/min)",HIB,56,57,69,109,135,65,140 "GraphicsMagick - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,2406.21,2805.59,3090.78,2979.67,, "GraphicsMagick - CPU Temperature Monitor (Celsius)",LIB,74.6,68.67,69.71,89.29,63.47,, "GraphicsMagick - Operation: Resizing (Iterations/min)",HIB,270,280,379,576,714,336,658 "GraphicsMagick - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,2205.88,2726.88,3024.07,2888.17,, "GraphicsMagick - CPU Temperature Monitor (Celsius)",LIB,74.04,67.95,72.57,92.39,63.68,, "GraphicsMagick - Operation: Sharpen (Iterations/min)",HIB,27,41,51,72,94,46,89 "GraphicsMagick - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,2248.78,2721.56,3042.54,2928.71,, "GraphicsMagick - CPU Temperature Monitor (Celsius)",LIB,73.52,69.21,72.39,86.62,69.31,, "Hugin - Panorama Photo Assistant + Stitching Time (sec)",LIB,87.183,79.160,76.185,65.381,60.286,71.207,55.065 "Hugin - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,2869.9,2996.89,3662.36,3834.36,, "Hugin - CPU Temperature Monitor (Celsius)",LIB,78.67,75.04,66.2,86.84,82.53,, "LAMMPS Molecular Dynamics Simulator - Model: Rhodopsin Protein (ns/day)",HIB,2.113,2.641,2.828,4.041,5.788,2.694,4.411 "LAMMPS Molecular Dynamics Simulator - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,2220.28,2475.93,2578.34,2796.92,, "LAMMPS Molecular Dynamics Simulator - CPU Temperature Monitor (Celsius)",LIB,70.47,65.69,62.49,67.05,78.5,, "LibRaw - Post-Processing Benchmark (Mpix/sec)",HIB,22.10,25.21,27.98,28.44,40.59,27.14,33.23 "LibRaw - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,2696.05,2949.55,3638.38,3697.38,, "LibRaw - CPU Temperature Monitor (Celsius)",LIB,76.49,72.42,68.57,83.36,84.84,, "LuxCoreRender - Scene: DLSC (M samples/sec)",HIB,0.45,0.46,0.59,0.73,0.89,0.53,1.07 "LuxCoreRender - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,2134.93,2707.27,3079.71,2921.57,, "LuxCoreRender - CPU Temperature Monitor (Celsius)",LIB,72.77,67.01,74.46,83.19,60.61,, "LuxCoreRender - Scene: Rainbow Colors and Prism (M samples/sec)",HIB,0.50,0.51,0.64,0.82,0.99,0.57,1.16 "LuxCoreRender - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,2113.37,2708.79,3015.69,2844.69,, "LuxCoreRender - CPU Temperature Monitor (Celsius)",LIB,73.71,67.33,75.42,88.36,62.48,, "Mobile Neural Network - Model: SqueezeNetV1.0 (ms)",LIB,17.661,12.325,9.568,8.745,8.041,11.119,9.563 "Mobile Neural Network - Model: resnet-v2-50 (ms)",LIB,91.798,59.027,47.563,32.106,33.157,53.928,49.648 "Mobile Neural Network - Model: mobilenet-v1-1.0 (ms)",LIB,12.738,9.433,7.231,4.831,4.886,8.431,8.531 "Mobile Neural Network - Model: inception-v3 (ms)",LIB,103.249,72.373,58.712,44.581,40.201,68.086,52.485 "Mobile Neural Network - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,2118.9,2765.21,3048.1,2910.96,, "Mobile Neural Network - CPU Temperature Monitor (Celsius)",LIB,72.42,67.74,75.77,91.38,62.79,, "NCNN - Target: CPU - Model: squeezenet (ms)",LIB,33.57,28.16,26.55,25.31,24.11,26.28,25.71 "NCNN - Target: CPU - Model: mobilenet (ms)",LIB,39.65,33.20,30.82,28.38,26.60,31.36,28.51 "NCNN - Target: CPU - Model: vgg16 (ms)",LIB,112.08,71.56,63.95,109.85,111.31,72.54,104.14 "NCNN - Target: CPU - Model: resnet18 (ms)",LIB,29.83,22.59,19.18,27.79,23.21,21.71,22.55 "NCNN - Target: CPU - Model: alexnet (ms)",LIB,32.32,20.57,18.08,22.86,21.57,18.92,19.28 "NCNN - Target: CPU - Model: resnet50 (ms)",LIB,57.67,52.54,44.34,49.95,41.28,50.64,43.80 "NCNN - Target: CPU - Model: yolov4-tiny (ms)",LIB,52.29,43.75,40.47,48.06,43.61,40.91,43.79 "NCNN - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,2245.64,2775.44,3437.73,3534.29,, "NCNN - CPU Temperature Monitor (Celsius)",LIB,71.28,67.44,68.59,88.28,64.14,, "NCNN - Target: Vulkan GPU - Model: squeezenet (ms)",LIB,28.31,21.79,15.87,24.72,21.19,11.97, "NCNN - Target: Vulkan GPU - Model: mobilenet (ms)",LIB,26.62,21.85,19.89,18.12,16.22,19.82, "NCNN - Target: Vulkan GPU - Model: shufflenet-v2 (ms)",LIB,15.77,10.66,7.97,4.13,3.88,8.29, "NCNN - Target: Vulkan GPU - Model: mnasnet (ms)",LIB,11.06,10.83,8.56,5.20,4.80,8.07, "NCNN - Target: Vulkan GPU - Model: efficientnet-b0 (ms)",LIB,16.63,16.78,11.52,13.18,12.40,11.82, "NCNN - Target: Vulkan GPU - Model: googlenet (ms)",LIB,23.69,18.68,11.30,11.74,10.87,11.99, "NCNN - Target: Vulkan GPU - Model: vgg16 (ms)",LIB,152.82,95.90,40.71,62.04,57.85,38.40, "NCNN - Target: Vulkan GPU - Model: resnet18 (ms)",LIB,23.88,17.11,9.24,8.83,7.90,8.24, "NCNN - Target: Vulkan GPU - Model: alexnet (ms)",LIB,25.72,16.58,9.91,14.49,13.49,9.36, "NCNN - Target: Vulkan GPU - Model: resnet50 (ms)",LIB,51.65,35.82,15.49,19.02,16.67,15.40, "NeatBench - Acceleration: CPU (FPS)",HIB,7.95,10.2,10.6,8.15,7.69,13.6,7.57 "NeatBench - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,2424.47,2231.63,2648.31,2991.85,, "NeatBench - CPU Temperature Monitor (Celsius)",LIB,69.82,72.84,55.56,81.38,75.39,, "OCRMyPDF - Processing 60 Page PDF Document (sec)",LIB,79.166,65.278,53.932,44.604,38.727,,35.788 "OCRMyPDF - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,,,3258.74,,, "OCRMyPDF - CPU Temperature Monitor (Celsius)",LIB,,,,76.76,,, "Intel Open Image Denoise - Scene: Memorial (Images / Sec)",HIB,2.33,5.05,6.48,4.52,4.72,5.73,4.04 "Intel Open Image Denoise - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,1954.73,2646.99,2946.4,2894.82,, "Intel Open Image Denoise - CPU Temperature Monitor (Celsius)",LIB,71.47,69.24,68.6,81.6,65.62,, "OpenVKL - Benchmark: vklBenchmark (Items / Sec)",HIB,49.50,77.11,84.25,59.67,73.31,96.31,74.17 "OpenVKL - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,2954.84,2987.52,3722.17,3785.22,, "OpenVKL - CPU Temperature Monitor (Celsius)",LIB,80.67,78.49,63.26,83.94,76.14,, "ParaView - Test: Wavelet Contour - Resolution: 1920 x 1080 (Frames / Sec)",HIB,20.36,40.40,59.85,51.50,57.44,61.27, "ParaView - Test: Wavelet Contour - Resolution: 1920 x 1080 (MiPolys / Sec)",HIB,212.222,421.003,623.641,536.719,598.667,638.526, "ParaView - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,2738.82,2389.33,2553.45,2837.08,, "ParaView - CPU Temperature Monitor (Celsius)",LIB,74.44,74.03,54.56,62.7,70.96,, "ParaView - Test: Wavelet Volume - Resolution: 1920 x 1080 (Frames / Sec)",HIB,23.84,51.58,63.37,58.89,60.57,68.49, "ParaView - Test: Wavelet Volume - Resolution: 1920 x 1080 (MiVoxels / Sec)",HIB,381.471,825.224,1013.989,942.191,969.127,1095.873, "ParaView - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,2212.05,1896.96,2367.21,2433.95,, "ParaView - CPU Temperature Monitor (Celsius)",LIB,60.15,59.55,48.92,58.01,67.14,, "Selenium - Benchmark: Basemark - Browser: Firefox (Overall Score)",HIB,407.56,549.84,453.76,449.51,491.30,723.14, "Selenium - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,2633.92,2417.44,2609.79,2888.24,, "Selenium - CPU Temperature Monitor (Celsius)",LIB,65.2,66.1,56.85,58.29,65.1,, "Selenium - Benchmark: Speedometer - Browser: Firefox (Runs/min)",HIB,75.8,88.67,74.6,63.51,62.1,109, "Selenium - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,3139.89,2633.19,3079.16,3404.05,, "Selenium - CPU Temperature Monitor (Celsius)",LIB,69.16,69.01,54.76,53.03,66.02,, "Selenium - Benchmark: Jetstream 2 - Browser: Firefox (Score)",HIB,79.411,95.073,71.518,84.037,84.095,109.052, "Selenium - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,3367.99,2808.54,3308.54,3619.95,, "Selenium - CPU Temperature Monitor (Celsius)",LIB,77.09,78.21,57.26,59.71,68.42,, "Selenium - Benchmark: CanvasMark - Browser: Firefox (Score)",HIB,9895,11926,10811,9794,9971,14524, "Selenium - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,2971.2,2268.06,2512.35,2509.97,, "Selenium - CPU Temperature Monitor (Celsius)",LIB,58.38,65.33,52.3,51.58,61.32,, "Selenium - Benchmark: StyleBench - Browser: Firefox (Runs / Minute)",HIB,76.0,86.7,67.8,59.5,63.9,96.7, "Selenium - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,3162.8,2664.3,3011.92,3211.56,, "Selenium - CPU Temperature Monitor (Celsius)",LIB,68.84,68.9,56.23,58.41,67.07,, "Selenium - Benchmark: PSPDFKit WASM - Browser: Firefox (Score)",LIB,1854,1509,1874,1768,1751,1491, "Selenium - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,3236.15,2723.11,3236.43,3383.56,, "Selenium - CPU Temperature Monitor (Celsius)",LIB,74.69,72.27,58.45,59.59,70.32,, "Selenium - Benchmark: Kraken - Browser: Firefox (ms)",LIB,975.9,830.1,1020.4,892.3,874.0,672.3, "Selenium - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,2894.33,2440.43,2725.76,2861.61,, "Selenium - CPU Temperature Monitor (Celsius)",LIB,66.68,64.19,52.62,55.62,70.75,, "RawTherapee - Total Benchmark Time (sec)",LIB,126.347,114.773,101.741,87.388,82.875,100.294,85.995 "RawTherapee - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,2525.64,2941.37,3731.66,3730.78,, "RawTherapee - CPU Temperature Monitor (Celsius)",LIB,73,67.92,68.29,86.1,77.25,, "SVT-AV1 - Encoder Mode: Enc Mode 8 - Input: 1080p (FPS)",HIB,8.119,9.140,12.107,10.613,14.063,10.581,15.613 "SVT-AV1 - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,2182.14,2634.56,3231.65,3578,, "SVT-AV1 - CPU Temperature Monitor (Celsius)",LIB,72.29,67.81,70.67,93.74,89.86,, "x265 - H.265 1080p Video Encoding (FPS)",HIB,21.39,22.14,28.22,30.56,31.86,25.08,31.02 "x265 - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,2222.74,2611.17,3091.05,3159.37,, "x265 - CPU Temperature Monitor (Celsius)",LIB,73.84,70.12,69.92,92.6,68.41,, "TensorFlow Lite - Model: Mobilenet Float (us)",LIB,484620,422984,369163,221797,172190,383231,186934 "TensorFlow Lite - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,2443.54,2818.73,3016.94,2901.34,, "TensorFlow Lite - CPU Temperature Monitor (Celsius)",LIB,74.72,70.63,69.9,91.9,63.74,, "TensorFlow Lite - Model: Mobilenet Quant (us)",LIB,488592,421963,366518,226773,174996,380378,188903 "TensorFlow Lite - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,2507.11,2921.36,3034.45,2936.93,, "TensorFlow Lite - CPU Temperature Monitor (Celsius)",LIB,74.87,70.88,70.24,92.27,63.83,, "TensorFlow Lite - Model: NASNet Mobile (us)",LIB,538232,455216,393680,261175,189137,412462,230862 "TensorFlow Lite - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,2400.95,2818.02,3097.96,2974.44,, "TensorFlow Lite - CPU Temperature Monitor (Celsius)",LIB,74.05,70.27,70.74,94.15,63.42,, "TensorFlow Lite - Model: SqueezeNet (us)",LIB,709065,626064,547736,334171,257288,572579,278058 "TensorFlow Lite - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,2433.92,2821.7,3030.53,2933.36,, "TensorFlow Lite - CPU Temperature Monitor (Celsius)",LIB,74.68,70.79,70.35,93.6,63.31,, "TensorFlow Lite - Model: Inception ResNet V2 (us)",LIB,9482477,8303800,7263920,4332290,3311907,7533157,3657803 "TensorFlow Lite - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,2417.84,2864.03,3039.7,2953.69,, "TensorFlow Lite - CPU Temperature Monitor (Celsius)",LIB,74.45,70.69,70.56,93.1,62.95,, "TensorFlow Lite - Model: Inception V4 (us)",LIB,10502233,9170150,8031840,4793913,3661980,8340117,4054527 "TensorFlow Lite - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,2417.16,2859.06,3027.74,2957.71,, "TensorFlow Lite - CPU Temperature Monitor (Celsius)",LIB,74.56,70.94,70.54,94.29,63.22,, "WebP Image Encode - Encode Settings: Quality 100, Lossless, Highest Compression (Encode Time - sec)",LIB,56.564,48.633,48.720,45.926,44.956,38.174,44.516 "WebP Image Encode - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,3290.51,2887.81,3757.62,3922.6,, "WebP Image Encode - CPU Temperature Monitor (Celsius)",LIB,72.34,73.57,59.28,66.63,69.39,, "WireGuard + Linux Networking Stack Stress Test - (sec)",LIB,319.880,328.947,278.239,276.870,253.876,283.209,330.135 "WireGuard + Linux Networking Stack Stress Test - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,2269.15,2860.5,3579.27,3759.08,, "WireGuard + Linux Networking Stack Stress Test - CPU Temperature Monitor (Celsius)",LIB,72.66,68.05,68.98,89.83,64.59,, "YafaRay - Total Time For Sample Scene (sec)",LIB,578.076,538.414,406.490,349.325,266.651,478.705,224.892 "YafaRay - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,2107.01,2789.85,2981.69,2950.44,, "YafaRay - CPU Temperature Monitor (Celsius)",LIB,73.61,68.41,76.77,93.02,61.58,, "CPU Peak Freq (Highest CPU Core Frequency) Monitor - Phoronix Test Suite System Monitoring (Megahertz)",,,2407.04,2624.44,2996.15,3192.11,, "CPU Temperature Monitor - Phoronix Test Suite System Monitoring (Celsius)",,73.11,69.59,65.94,79.57,66.13,, "AI Benchmark Alpha - CPU Power Consumption Monitor (Watts)",LIB,21.89,16.02,26.14,,,, "ASTC Encoder - CPU Power Consumption Monitor (Watts)",LIB,22.09,16.22,25.54,,,, "libavif avifenc - CPU Power Consumption Monitor (Watts)",LIB,21.99,16.12,25.9,,,, "Basemark GPU - CPU Power Consumption Monitor (Watts)",LIB,21.93,15.62,22.92,,,, "Basemark GPU - CPU Power Consumption Monitor (Watts)",LIB,21.5,15.02,21.88,,,, "BRL-CAD - CPU Power Consumption Monitor (Watts)",LIB,21.88,16.15,31.41,,,, "Timed FFmpeg Compilation - CPU Power Consumption Monitor (Watts)",LIB,22.29,16.03,27.9,,,, "Timed Linux Kernel Compilation - CPU Power Consumption Monitor (Watts)",LIB,22.16,15.96,27.67,,,, "Build2 - CPU Power Consumption Monitor (Watts)",LIB,22.11,16.06,26.73,,,, "Caffe - CPU Power Consumption Monitor (Watts)",LIB,21.93,16.22,27.32,,,, "Caffe - CPU Power Consumption Monitor (Watts)",LIB,21.77,16.13,27.94,,,, "7-Zip Compression - CPU Power Consumption Monitor (Watts)",LIB,22.55,16.32,23.87,,,, "Coremark - CPU Power Consumption Monitor (Watts)",LIB,21.62,15.99,19.66,,,, "ctx_clock - CPU Power Consumption Monitor (Watts)",LIB,6.28,2.62,3.64,,,, "Darktable - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,2179.54,2590.61,,3536.96,, "Darktable - CPU Power Consumption Monitor (Watts)",LIB,24.9,16.75,25.16,,,, "Darktable - CPU Temperature Monitor (Celsius)",LIB,72.71,69.1,66.71,,75.78,, "Darktable - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,2488.19,2556.39,,3285.55,, "Darktable - CPU Power Consumption Monitor (Watts)",LIB,21.1,16,18.17,,,, "Darktable - CPU Temperature Monitor (Celsius)",LIB,72.23,70.8,62.73,,75.09,, "Darktable - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,2418.23,2514.39,,3096.77,, "Darktable - CPU Power Consumption Monitor (Watts)",LIB,21.54,15.99,17.66,,,, "Darktable - CPU Temperature Monitor (Celsius)",LIB,72.08,70.01,61.18,,75.85,, "dav1d - CPU Power Consumption Monitor (Watts)",LIB,22.22,16.01,22.82,,,, "Embree - CPU Power Consumption Monitor (Watts)",LIB,22.25,16.18,30.05,,,, "Embree - CPU Power Consumption Monitor (Watts)",LIB,22.25,16.19,31.5,,,, "FLAC Audio Encoding - CPU Power Consumption Monitor (Watts)",LIB,15.54,10.59,8.35,,,, "LAME MP3 Encoding - CPU Power Consumption Monitor (Watts)",LIB,16.05,10.91,7.94,,,, "eSpeak-NG Speech Engine - CPU Power Consumption Monitor (Watts)",LIB,19.94,12.84,9.19,,,, "FFTE - CPU Power Consumption Monitor (Watts)",LIB,21.69,15.66,13.45,,,, "GEGL - CPU Power Consumption Monitor (Watts)",LIB,21.63,15.76,10.83,,,, "GEGL - CPU Power Consumption Monitor (Watts)",LIB,20.76,15.76,10.04,,,, "GraphicsMagick - CPU Power Consumption Monitor (Watts)",LIB,22.28,16.54,22.35,,,, "GraphicsMagick - CPU Power Consumption Monitor (Watts)",LIB,22.4,16.54,24.52,,,, "GraphicsMagick - CPU Power Consumption Monitor (Watts)",LIB,22.25,16.28,23.3,,,, "GraphicsMagick - CPU Power Consumption Monitor (Watts)",LIB,22.57,16.63,26.48,,,, "GraphicsMagick - CPU Power Consumption Monitor (Watts)",LIB,22.29,16.66,25.13,,,, "Hugin - CPU Power Consumption Monitor (Watts)",LIB,22.15,16.42,18.96,,,, "LAMMPS Molecular Dynamics Simulator - CPU Power Consumption Monitor (Watts)",LIB,21.73,15.18,18.45,,,, "LibRaw - CPU Power Consumption Monitor (Watts)",LIB,22.34,16.54,21.74,,,, "LuxCoreRender - CPU Power Consumption Monitor (Watts)",LIB,21.64,16.08,27.53,,,, "LuxCoreRender - CPU Power Consumption Monitor (Watts)",LIB,21.65,16.05,27.92,,,, "Mobile Neural Network - CPU Power Consumption Monitor (Watts)",LIB,21.95,16.12,28.19,,,, "NCNN - CPU Power Consumption Monitor (Watts)",LIB,21.75,16.34,24.01,,,, "NeatBench - CPU Power Consumption Monitor (Watts)",LIB,22.91,16.73,14.14,,,, "OCRMyPDF - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,,2363.5,2787.57,,3150.02,, "OCRMyPDF - CPU Power Consumption Monitor (Watts)",LIB,22.23,16.34,24.97,,,, "OCRMyPDF - CPU Temperature Monitor (Celsius)",LIB,74.43,70.79,71.83,,73.15,, "Intel Open Image Denoise - CPU Power Consumption Monitor (Watts)",LIB,22.26,16.21,25.72,,,, "OpenVKL - CPU Power Consumption Monitor (Watts)",LIB,21.93,16.21,16.97,,,, "ParaView - CPU Power Consumption Monitor (Watts)",LIB,19.42,12.48,9.58,,,, "ParaView - CPU Power Consumption Monitor (Watts)",LIB,11.27,6.8,6.29,,,, "Selenium - CPU Power Consumption Monitor (Watts)",LIB,16.81,13.19,12.13,,,, "Selenium - CPU Power Consumption Monitor (Watts)",LIB,18.27,12.36,10.67,,,, "Selenium - CPU Power Consumption Monitor (Watts)",LIB,20.02,14.61,11.18,,,, "Selenium - CPU Power Consumption Monitor (Watts)",LIB,12.49,10.71,8.96,,,, "Selenium - CPU Power Consumption Monitor (Watts)",LIB,20.75,15.22,12.17,,,, "Selenium - CPU Power Consumption Monitor (Watts)",LIB,21.55,16,12.8,,,, "Selenium - CPU Power Consumption Monitor (Watts)",LIB,16.62,11.16,9.66,,,, "RawTherapee - CPU Power Consumption Monitor (Watts)",LIB,22.22,16.28,23.2,,,, "SVT-AV1 - CPU Power Consumption Monitor (Watts)",LIB,22.43,16.38,24.68,,,, "x265 - CPU Power Consumption Monitor (Watts)",LIB,23.22,16.36,24.58,,,, "TensorFlow Lite - CPU Power Consumption Monitor (Watts)",LIB,22.14,16.47,22.78,,,, "TensorFlow Lite - CPU Power Consumption Monitor (Watts)",LIB,22.16,16.55,22.71,,,, "TensorFlow Lite - CPU Power Consumption Monitor (Watts)",LIB,22.25,16.54,22.99,,,, "TensorFlow Lite - CPU Power Consumption Monitor (Watts)",LIB,22.23,16.46,22.86,,,, "TensorFlow Lite - CPU Power Consumption Monitor (Watts)",LIB,21.83,16.2,22.9,,,, "TensorFlow Lite - CPU Power Consumption Monitor (Watts)",LIB,21.81,16.24,22.9,,,, "Unigine Superposition - CPU Power Consumption Monitor (Watts)",LIB,22.26,15.86,22.7,,,, "WebP Image Encode - CPU Power Consumption Monitor (Watts)",LIB,19.36,16.19,13.93,,,, "WireGuard + Linux Networking Stack Stress Test - CPU Power Consumption Monitor (Watts)",LIB,21.7,16.07,22.77,,,, "YafaRay - CPU Power Consumption Monitor (Watts)",LIB,21.86,16.08,29.01,,,, "CPU Power Consumption Monitor - Phoronix Test Suite System Monitoring (Watts)",,20.23,14.6,19.33,,,, "Darktable - Test: Boat - Acceleration: CPU-only (sec)",LIB,,,,,,16.752, "Darktable - Test: Masskrug - Acceleration: CPU-only (sec)",LIB,,,,,,9.177, "Darktable - Test: Server Room - Acceleration: CPU-only (sec)",LIB,,,,,,7.426, "Mobile Neural Network - Model: MobileNetV2_224 (ms)",LIB,,,,,,6.128,5.279 "NCNN - Target: CPU-v2-v2 - Model: mobilenet-v2 (ms)",LIB,,,,,,7.54,8.16 "NCNN - Target: CPU-v3-v3 - Model: mobilenet-v3 (ms)",LIB,,,,,,6.48,6.76 "NCNN - Target: CPU - Model: shufflenet-v2 (ms)",LIB,,,,,,4.89,5.13 "NCNN - Target: CPU - Model: mnasnet (ms)",LIB,,,,,,6.99,6.39 "NCNN - Target: CPU - Model: efficientnet-b0 (ms)",LIB,,,,,,11.09,10.49 "NCNN - Target: CPU - Model: blazeface (ms)",LIB,,,,,,2.14,2.03 "NCNN - Target: CPU - Model: googlenet (ms)",LIB,,,,,,24.99,24.59 "NCNN - Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 (ms)",LIB,,,,,,7.85, "NCNN - Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 (ms)",LIB,,,,,,10.56, "NCNN - Target: Vulkan GPU - Model: blazeface (ms)",LIB,,,,,,2.13, "NCNN - Target: Vulkan GPU - Model: yolov4-tiny (ms)",LIB,,,,,,40.90, "OCRMyPDF - Processing 60 Page PDF Document (sec)",LIB,,,,,,44.277,