Ryzen 7 7840U AMD Zen 4 AVX-512 Analysis

Benchmarks by Michael Larabel for a future article. Intel Core i7-1065G7 testing with a Dell 06CDVY (1.0.9 BIOS) and Intel Iris Plus ICL GT2 16GB on Ubuntu 23.04 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 2307119-NE-2307108NE50
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Date
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  Test
  Duration
Core i7 1065G7: AVX512 Off
July 11 2023
  10 Hours, 47 Minutes
Core i7 1065G7: AVX512 On
July 10 2023
  12 Hours, 43 Minutes
Core i7 1165G7: AVX512 Off
July 09 2023
  13 Hours, 41 Minutes
Core i7 1165G7: AVX512 On
July 08 2023
  13 Hours, 7 Minutes
Ryzen 7 7840U: AVX512 Off
July 08 2023
  8 Hours, 48 Minutes
Ryzen 7 7840U: AVX512 On
July 08 2023
  7 Hours, 18 Minutes
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  11 Hours, 4 Minutes

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Ryzen 7 7840U AMD Zen 4 AVX-512 Analysis Benchmarks by Michael Larabel for a future article. Intel Core i7-1065G7 testing with a Dell 06CDVY (1.0.9 BIOS) and Intel Iris Plus ICL GT2 16GB on Ubuntu 23.04 via the Phoronix Test Suite. ,,"Core i7 1065G7: AVX512 Off","Core i7 1065G7: AVX512 On","Core i7 1165G7: AVX512 Off","Core i7 1165G7: AVX512 On","Ryzen 7 7840U: AVX512 Off","Ryzen 7 7840U: AVX512 On" Processor,,Intel Core i7-1065G7 @ 3.90GHz (4 Cores / 8 Threads),Intel Core i7-1065G7 @ 3.90GHz (4 Cores / 8 Threads),Intel Core i7-1165G7 @ 4.70GHz (4 Cores / 8 Threads),Intel Core i7-1165G7 @ 4.70GHz (4 Cores / 8 Threads),AMD Ryzen 7 7840U @ 3.30GHz (8 Cores / 16 Threads),AMD Ryzen 7 7840U @ 3.30GHz (8 Cores / 16 Threads) Motherboard,,Dell 06CDVY (1.0.9 BIOS),Dell 06CDVY (1.0.9 BIOS),Dell 0GG9PT (3.15.0 BIOS),Dell 0GG9PT (3.15.0 BIOS),PHX Ray_PEU (V1.04 BIOS),PHX Ray_PEU (V1.04 BIOS) Chipset,,Intel Ice Lake-LP DRAM,Intel Ice Lake-LP DRAM,Intel Tiger Lake-LP,Intel Tiger Lake-LP,AMD Device 14e8,AMD Device 14e8 Memory,,16GB,16GB,16GB,16GB,16GB,16GB Disk,,Toshiba KBG40ZPZ512G NVMe 512GB,Toshiba KBG40ZPZ512G NVMe 512GB,Kioxia KBG40ZNS256G NVMe 256GB,Kioxia KBG40ZNS256G NVMe 256GB,1024GB Micron_3400_MTFDKBA1T0TFH,1024GB Micron_3400_MTFDKBA1T0TFH Graphics,,Intel Iris Plus ICL GT2 16GB (1100MHz),Intel Iris Plus ICL GT2 16GB (1100MHz),Intel Xe TGL GT2 15GB (1300MHz),Intel Xe TGL GT2 15GB (1300MHz),AMD Phoenix1 512MB (2700/400MHz),AMD Phoenix1 512MB (2700/400MHz) Audio,,Realtek ALC289,Realtek ALC289,Realtek ALC289,Realtek ALC289,AMD Rembrandt Radeon HD Audio,AMD Rembrandt Radeon HD Audio Network,,Intel Ice Lake-LP PCH CNVi WiFi,Intel Ice Lake-LP PCH CNVi WiFi,Intel Wi-Fi 6 AX201,Intel Wi-Fi 6 AX201,MEDIATEK MT7922 802.11ax PCI,MEDIATEK MT7922 802.11ax PCI OS,,Ubuntu 23.04,Ubuntu 23.04,Ubuntu 23.04,Ubuntu 23.04,Ubuntu 23.04,Ubuntu 23.04 Kernel,,6.2.0-24-generic (x86_64),6.2.0-24-generic (x86_64),6.2.0-24-generic (x86_64),6.2.0-24-generic (x86_64),6.2.0-24-generic (x86_64),6.2.0-24-generic (x86_64) Desktop,,GNOME Shell 44.0,GNOME Shell 44.0,GNOME Shell 44.0,GNOME Shell 44.0,KDE Plasma 5.27.4,KDE Plasma 5.27.4 Display Server,,X Server + Wayland,X Server + Wayland,X Server + Wayland,X Server + Wayland,X Server 1.21.1.7,X Server 1.21.1.7 OpenGL,,4.6 Mesa 23.0.4-0ubuntu1~23.04.1,4.6 Mesa 23.0.4-0ubuntu1~23.04.1,4.6 Mesa 23.0.2,4.6 Mesa 23.0.2,4.6 Mesa 23.0.2 (LLVM 15.0.7 DRM 3.49),4.6 Mesa 23.0.2 (LLVM 15.0.7 DRM 3.49) Compiler,,GCC 12.2.0,GCC 12.2.0,GCC 12.2.0,GCC 12.2.0,GCC 12.2.0,GCC 12.2.0 File-System,,ext4,ext4,ext4,ext4,ext4,ext4 Screen Resolution,,1920x1200,1920x1200,1920x1200,1920x1200,3200x2000,3200x2000 ,,"Core i7 1065G7: AVX512 Off","Core i7 1065G7: AVX512 On","Core i7 1165G7: AVX512 Off","Core i7 1165G7: AVX512 On","Ryzen 7 7840U: AVX512 Off","Ryzen 7 7840U: AVX512 On" "CPU Temperature Monitor - Phoronix Test Suite System Monitoring (Celsius)",,67.31,68.49,80.83,80.26,67.66,67.05 "CPU Peak Freq (Highest CPU Core Frequency) Monitor - Phoronix Test Suite System Monitoring (Megahertz)",,1946.81,1935.69,2932.06,2950.53,2621.67,2761.55 "CPU Power Consumption Monitor - Phoronix Test Suite System Monitoring (Watts)",,14.57,15.11,29.93,28.73,16.39,15.88 "miniBUDE - Implementation: OpenMP - Input Deck: BM1 (Billion Interactions/s)",HIB,3.530,4.546,5.247,6.468,11.628,14.884 "miniBUDE - Implementation: OpenMP - Input Deck: BM1 (Billion Interactions/s/Watt)",HIB,0.234,0.3,0.162,0.223,0.689,0.958 "OpenVINO - Model: Face Detection FP16 - Device: CPU (FPS)",HIB,0.66,0.70,1.01,1.01,1.56,3.50 "OpenVINO - Model: Face Detection FP16-INT8 - Device: CPU (FPS)",HIB,1.23,2.70,1.81,3.91,3.18,6.91 "OpenVINO - Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU (FPS)",HIB,1756.76,1972.41,2495.37,2780.43,4781.19,10275.45 "OpenVINO - Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU (FPS)",HIB,1896.01,2126.63,2804.43,3141.62,5336.56,6240.04 "OpenVINO - Model: Person Detection FP16 - Device: CPU (FPS)",HIB,0.42,0.42,0.65,0.63,0.91,1.78 "OpenVINO - Model: Person Detection FP32 - Device: CPU (FPS)",HIB,0.41,0.41,0.64,0.63,0.91,1.77 "OpenVINO - Model: Weld Porosity Detection FP16-INT8 - Device: CPU (FPS)",HIB,125.22,262.38,179.81,375.46,344.82,639.05 "OpenVINO - Model: Weld Porosity Detection FP16 - Device: CPU (FPS)",HIB,62.66,67.83,94.36,100.60,170.20,331.31 "OpenVINO - Model: Vehicle Detection FP16-INT8 - Device: CPU (FPS)",HIB,81.38,148.18,119.16,224.29,237.45,359.97 "OpenVINO - Model: Vehicle Detection FP16 - Device: CPU (FPS)",HIB,60.33,57.25,93.81,81.43,131.13,185.72 "OpenVINO - Model: Person Vehicle Bike Detection FP16 - Device: CPU (FPS)",HIB,100.73,102.03,148.13,149.67,212.15,336.13 "OpenVINO - Model: Machine Translation EN To DE FP16 - Device: CPU (FPS)",HIB,7.83,9.12,12.05,13.22,17.13,36.46 "Embree - Binary: Pathtracer ISPC - Model: Asian Dragon (FPS/Watt)",HIB,0.28,0.287,0.194,0.21,0.533,0.644 "Embree - Binary: Pathtracer ISPC - Model: Asian Dragon Obj (FPS/Watt)",HIB,0.247,0.251,0.168,0.179,0.455,0.549 "Embree - Binary: Pathtracer ISPC - Model: Crown (FPS/Watt)",HIB,0.213,0.218,0.147,0.159,0.42,0.503 "Embree - Binary: Pathtracer ISPC - Model: Asian Dragon (FPS)",HIB,3.9124,4.1348,5.6303,6.2975,8.0917,9.9584 "Embree - Binary: Pathtracer ISPC - Model: Asian Dragon Obj (FPS)",HIB,3.4215,3.6106,5.0178,5.5162,7.2329,8.5595 "Embree - Binary: Pathtracer ISPC - Model: Crown (FPS)",HIB,2.9181,3.2056,4.3653,4.9448,6.8556,7.9186 "miniBUDE - Implementation: OpenMP - Input Deck: BM1 (GFInst/s)",HIB,88.249,113.647,131.187,161.705,290.697,372.100 "libxsmm - M N K: 64 (GFLOPS/s/Watt)",HIB,5.751,6.01,3.772,4.114,8.531,9.572 "libxsmm - M N K: 64 (GFLOPS/s)",HIB,86.4,92.0,139.0,137.1,155.3,168.0 "TensorFlow - Device: CPU - Batch Size: 16 - Model: ResNet-50 (images/sec/Watt)",HIB,0.323,0.471,0.226,0.371,0.591,1.098 "TensorFlow - Device: CPU - Batch Size: 16 - Model: AlexNet (images/sec/Watt)",HIB,1.798,2.489,1.242,1.942,3.1,5.188 "TensorFlow - Device: CPU - Batch Size: 16 - Model: GoogLeNet (images/sec/Watt)",HIB,0.83,1.297,0.581,1.028,1.749,3.279 "TensorFlow - Device: CPU - Batch Size: 64 - Model: ResNet-50 (images/sec/Watt)",HIB,0.319,0.501,0.218,0.37,0.565,1.081 "TensorFlow - Device: CPU - Batch Size: 64 - Model: AlexNet (images/sec/Watt)",HIB,2.165,3.073,1.501,2.209,4.301,7.437 "TensorFlow - Device: CPU - Batch Size: 64 - Model: GoogLeNet (images/sec/Watt)",HIB,0.836,1.382,0.58,1.007,1.648,3.183 "TensorFlow - Device: CPU - Batch Size: 16 - Model: ResNet-50 (images/sec)",HIB,4.79,7.18,6.87,9.74,8.84,16.44 "TensorFlow - Device: CPU - Batch Size: 16 - Model: AlexNet (images/sec)",HIB,27.32,38.47,36.87,52.97,46.21,77.65 "TensorFlow - Device: CPU - Batch Size: 16 - Model: GoogLeNet (images/sec)",HIB,12.27,19.92,18.38,28.62,25.78,51.19 "TensorFlow - Device: CPU - Batch Size: 64 - Model: ResNet-50 (images/sec)",HIB,4.67,7.51,6.77,10.51,8.54,16.74 "TensorFlow - Device: CPU - Batch Size: 64 - Model: AlexNet (images/sec)",HIB,32.13,46.65,44.91,64.56,64.79,113.58 "TensorFlow - Device: CPU - Batch Size: 64 - Model: GoogLeNet (images/sec)",HIB,11.97,20.77,17.97,29.96,24.87,48.05 "OpenVKL - Benchmark: vklBenchmark ISPC (Items / Sec)",HIB,41,53,63,82,92,114 "OpenVKL - Benchmark: vklBenchmark ISPC (Items / Sec/Watt)",HIB,3.051,3.641,2.23,2.826,5.247,6.899 "OSPRay - Benchmark: gravity_spheres_volume/dim_512/ao/real_time (Items/sec/Watt)",HIB,0.038,0.056,0.03,0.05,0.069,0.13 "OSPRay - Benchmark: gravity_spheres_volume/dim_512/ao/real_time (Items/sec)",HIB,0.513135,0.848888,0.878080,1.42682,1.19487,1.98870 "OSPRay - Benchmark: gravity_spheres_volume/dim_512/scivis/real_time (Items/sec)",HIB,0.488989,0.828365,0.833334,1.39724,1.13724,1.97814 "OSPRay - Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_time (Items/sec)",HIB,0.755211,1.03436,1.25796,1.67621,1.95764,2.46956 "OSPRay - Benchmark: gravity_spheres_volume/dim_512/scivis/real_time (Items/sec/Watt)",HIB,0.037,0.054,0.028,0.048,0.061,0.123 "OSPRay - Benchmark: gravity_spheres_volume/dim_512/pathtracer/real_time (Items/sec/Watt)",HIB,0.057,0.068,0.041,0.055,0.103,0.148 "OSPRay - Benchmark: particle_volume/pathtracer/real_time (Items/sec/Watt)",HIB,3.574,3.726,2.463,2.851,4.583,5.724 "OSPRay - Benchmark: particle_volume/pathtracer/real_time (Items/sec)",HIB,49.1050,56.0139,76.0362,88.3404,93.5182,101.808 "Cpuminer-Opt - Algorithm: scrypt (kH/s/Watt)",HIB,2.701,4.549,2.03,4.367,7.656,10.471 "Cpuminer-Opt - Algorithm: Quad SHA-256, Pyrite (kH/s/Watt)",HIB,940.433,1908.862,698.575,1821.458,3206.609,5326.618 "Cpuminer-Opt - Algorithm: scrypt (kH/s)",HIB,43.01,75.83,62.57,132.79,128.05,166.57 "Cpuminer-Opt - Algorithm: Quad SHA-256, Pyrite (kH/s)",HIB,15027,33403,21565,52603,58533,87627 "Cpuminer-Opt - Algorithm: Myriad-Groestl (kH/s/Watt)",HIB,235.586,543.521,173.217,429.04,723.225,1471.718 "Cpuminer-Opt - Algorithm: Blake-2 S (kH/s/Watt)",HIB,6268.233,11822.682,4822.736,9435.209,16612.279,28257.404 "Cpuminer-Opt - Algorithm: x25x (kH/s/Watt)",HIB,6.511,7.282,5.183,6.115,18.266,19.902 "Cpuminer-Opt - Algorithm: Garlicoin (kH/s/Watt)",HIB,44.72,73.58,34.178,62.713,103.832,145.005 "Cpuminer-Opt - Algorithm: Skeincoin (kH/s/Watt)",HIB,947.997,1392.823,751.411,1173.914,3248.827,4095.761 "Cpuminer-Opt - Algorithm: LBC, LBRY Credits (kH/s/Watt)",HIB,377.553,967.5,294.645,847.562,1115.858,2269.763 "Cpuminer-Opt - Algorithm: Myriad-Groestl (kH/s)",HIB,3733.13,8664.82,5364.37,12609,13910,26160 "Cpuminer-Opt - Algorithm: Blake-2 S (kH/s)",HIB,99990,192807,150523,282211,315925,531477 "Cpuminer-Opt - Algorithm: x25x (kH/s)",HIB,102.37,118.90,156.60,175.05,348.69,374.95 "Cpuminer-Opt - Algorithm: Garlicoin (kH/s)",HIB,717.47,1277.89,1057.36,1822.77,2009.38,2752.27 "Cpuminer-Opt - Algorithm: Skeincoin (kH/s)",HIB,15540,24462,22971,34161,63907,78300 "Cpuminer-Opt - Algorithm: LBC, LBRY Credits (kH/s)",HIB,6023.36,16205,8840.50,24502,22030,43903 "Embree - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,1839.48,1778.8,2850.85,2890.66,2426.63,2472.74 "Embree - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,1944.65,1904.08,3015.41,3046.23,2662.81,2719.85 "Embree - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,1805.45,1802.45,2831.38,2896.7,2463.18,2412.26 "OpenVKL - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,2048.68,2059.59,3027.08,3047.82,3153.2,3200.13 "OSPRay - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,1878.97,1934.7,2957.76,2949.98,2935.41,2793.38 "OSPRay - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,1875.88,1919.77,2998.66,2948.5,3004.82,2869.09 "OSPRay - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,1944.47,1961.21,3038.26,2989.56,3121.43,2876.22 "OSPRay - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,1982.21,2022.54,2972.07,3036.8,3190.84,3170.24 "OSPRay Studio - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,2114.26,2162.5,3036.14,2992.73,2918.06,2600.29 "OSPRay Studio - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,2028.58,1910.95,2959.45,2936.19,2829.19,2579.5 "OSPRay Studio - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,2194.54,2047.72,3082.67,3035.51,2886.03,2704.05 "OSPRay Studio - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,2017.35,1850.52,2881.34,2858.41,2620.35,2390.31 "OSPRay Studio - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,2275.97,2138.7,3029.48,2998.13,2707.76,2587.32 "OSPRay Studio - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,2077.85,1908.39,2959.91,2914.09,2633.31,2619.9 "OSPRay Studio - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,2174.18,2016.36,3138.07,3124.54,2796.48,2743.95 "OSPRay Studio - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,2055.58,1862.62,2909.36,2830.56,2499.25,2505 "oneDNN - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,2237.15,2170.67,3454.88,3273.11,2981.01,2909.64 "oneDNN - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,1997.1,2163.38,3166.78,3155.05,2815.98,2652.09 "oneDNN - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,2027.87,1971.28,3095.42,3050.79,2959.05,2933.17 "oneDNN - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,1995.97,2010.26,2915.59,2978.67,2543.71,2672.77 "oneDNN - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,2003.9,2033.84,2933.33,3017.28,2486.48,2526.85 "Cpuminer-Opt - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,2383.67,1982.98,3345.05,3021.87,2985.47,2650.22 "Cpuminer-Opt - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,2246.53,2042.48,3195.22,2968.39,3151.04,2849.5 "Cpuminer-Opt - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,2232.06,1975.49,3198.83,2995.86,2954.02,3008.55 "Cpuminer-Opt - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,2093.87,1994.39,3046.94,2994.64,2892.65,3049.43 "Cpuminer-Opt - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,2264.84,2143.38,3158.68,3094.75,3006.06,3190.21 "Cpuminer-Opt - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,2178.34,2047.87,3151.73,2966.84,2935.25,3041.61 "Cpuminer-Opt - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,2161.48,2112.17,3119.06,3015.29,2995.37,2996.26 "Cpuminer-Opt - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,2164.37,2011.81,3084.18,2956.53,2956.03,3021.54 "OpenVINO - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,1900.51,2000.62,2821.52,2844.63,2336.56,2546.19 "OpenVINO - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,2001.75,2025.1,2871.05,2878.66,2486.99,2568.24 "OpenVINO - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,1825.87,1874.48,2850.74,2828.3,2295.98,2443.56 "OpenVINO - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,1847.36,1856.58,2888.53,2842.81,2345.58,2552.62 "OpenVINO - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,1905.94,1920.54,2873.47,2831.94,2267.21,2437.23 "OpenVINO - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,1873.53,1894.64,2820.1,2824.44,2260.73,2406.08 "OpenVINO - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,1977.42,1921.8,2897.15,2866.25,2591.25,2313.89 "OpenVINO - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,1848.45,1837.51,2824.93,2826.09,2615.32,2415.45 "OpenVINO - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,1908.67,1787.92,2822.11,2817.08,2572.54,2238.05 "OpenVINO - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,1742.98,1758.31,2825.37,2823.26,2188.04,2410.34 "OpenVINO - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,1803.46,1806.53,2837.51,2818.05,2353.76,2389.98 "OpenVINO - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,1767.84,1828.99,2841.54,2822.26,2229.05,2415.59 "miniBUDE - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,2117.75,2110.21,3128.36,2992.72,2673.96,2743.52 "libxsmm - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,1598.09,1712.94,2819.2,2824.28,2604.5,2726.2 "TensorFlow - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,1843.63,2064.86,2804.16,2932.98,2354.16,2503.99 "TensorFlow - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,2018.76,2287.79,2995.19,3290.02,2846.76,3138.08 "TensorFlow - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,1886.76,2098.69,2919,3065.73,2268.99,2744.41 "TensorFlow - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,1818.66,1981.7,2806.41,2965.08,2314.99,2443.03 "TensorFlow - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,1972.67,2211.1,2912.84,3258.87,2385.68,2758.63 "TensorFlow - CPU Peak Freq (Highest CPU Core Frequency) Monitor (Megahertz)",HIB,1814.18,1986.77,2832.27,3041.34,2133.84,2446.2 "Embree - CPU Temperature Monitor (Celsius)",LIB,66,66.6,76.53,76.49,63.09,62.79 "Embree - CPU Temperature Monitor (Celsius)",LIB,66.86,67.4,78.17,78.96,65.87,65 "Embree - CPU Temperature Monitor (Celsius)",LIB,65.26,66.81,77.34,78.42,65.5,63.72 "OpenVKL - CPU Temperature Monitor (Celsius)",LIB,67,69.22,78.08,78.59,70.97,68.59 "OSPRay - CPU Temperature Monitor (Celsius)",LIB,65.85,68.29,78.99,78.25,69.95,64.98 "OSPRay - CPU Temperature Monitor (Celsius)",LIB,65.81,67.78,80.61,78.72,71.38,66.28 "OSPRay - CPU Temperature Monitor (Celsius)",LIB,65.53,68.26,82.82,83.19,72.22,67.49 "OSPRay - CPU Temperature Monitor (Celsius)",LIB,65.7,67.14,83.25,83.91,75.15,69.21 "OSPRay Studio - CPU Temperature Monitor (Celsius)",LIB,67.68,69.16,81.69,81.03,73.43,66.21 "OSPRay Studio - CPU Temperature Monitor (Celsius)",LIB,66.74,67.28,80.1,80.45,72.13,65.62 "OSPRay Studio - CPU Temperature Monitor (Celsius)",LIB,68.67,68.36,81.89,81.26,71.36,66.4 "OSPRay Studio - CPU Temperature Monitor (Celsius)",LIB,66.42,66.58,79.19,79.17,69.79,64.4 "OSPRay Studio - CPU Temperature Monitor (Celsius)",LIB,69.27,69.52,80.51,81.15,68.68,65.44 "OSPRay Studio - CPU Temperature Monitor (Celsius)",LIB,67.19,66.8,80.48,78.7,68,66.07 "OSPRay Studio - CPU Temperature Monitor (Celsius)",LIB,68.05,68.7,82.83,82.23,68.5,67.57 "OSPRay Studio - CPU Temperature Monitor (Celsius)",LIB,66.63,66.61,80,78.96,67.17,65.86 "oneDNN - CPU Temperature Monitor (Celsius)",LIB,69.26,70.46,89.51,84.13,66.99,63.83 "oneDNN - CPU Temperature Monitor (Celsius)",LIB,68.86,69.94,80.66,78.84,60.35,58.45 "oneDNN - CPU Temperature Monitor (Celsius)",LIB,68.55,69.22,84.87,83.83,69.3,66.96 "oneDNN - CPU Temperature Monitor (Celsius)",LIB,68.6,69.28,82.22,80.14,71.17,70.24 "oneDNN - CPU Temperature Monitor (Celsius)",LIB,68.82,69.14,82.08,81.17,67.7,66.72 "Cpuminer-Opt - CPU Temperature Monitor (Celsius)",LIB,69.11,68.12,83.83,83.73,65,64.13 "Cpuminer-Opt - CPU Temperature Monitor (Celsius)",LIB,69.95,70.72,84.48,82.56,68.15,64.03 "Cpuminer-Opt - CPU Temperature Monitor (Celsius)",LIB,68.78,69.43,84.47,83.73,69.3,65.69 "Cpuminer-Opt - CPU Temperature Monitor (Celsius)",LIB,67.61,69.02,83.85,83.7,71.66,68.23 "Cpuminer-Opt - CPU Temperature Monitor (Celsius)",LIB,68.23,69.65,83.98,82.64,71.46,70.77 "Cpuminer-Opt - CPU Temperature Monitor (Celsius)",LIB,68.55,71.48,83.8,83.4,70.41,68.99 "Cpuminer-Opt - CPU Temperature Monitor (Celsius)",LIB,68.52,71,83.88,83,70.78,68.91 "Cpuminer-Opt - CPU Temperature Monitor (Celsius)",LIB,68.82,70.25,82.8,81.81,70.93,69.39 "OpenVINO - CPU Temperature Monitor (Celsius)",LIB,69.11,71.6,81.97,79.89,67.88,69.52 "OpenVINO - CPU Temperature Monitor (Celsius)",LIB,69.61,72.42,83.11,81.72,65.22,67.34 "OpenVINO - CPU Temperature Monitor (Celsius)",LIB,68.56,69.76,79.81,78.68,65.95,67.81 "OpenVINO - CPU Temperature Monitor (Celsius)",LIB,68.75,68.84,81.95,79.62,65.15,68.27 "OpenVINO - CPU Temperature Monitor (Celsius)",LIB,69.98,69.82,82.37,79.4,65.36,66.33 "OpenVINO - CPU Temperature Monitor (Celsius)",LIB,70,70.44,82.57,80.9,64.84,64.59 "OpenVINO - CPU Temperature Monitor (Celsius)",LIB,69.15,70.2,83.5,81.2,68.11,64.01 "OpenVINO - CPU Temperature Monitor (Celsius)",LIB,68.72,68.49,82.6,79.85,69.91,64.83 "OpenVINO - CPU Temperature Monitor (Celsius)",LIB,69.27,69.61,80.9,81.4,69.91,63.75 "OpenVINO - CPU Temperature Monitor (Celsius)",LIB,68.71,69.61,83.07,79.75,66.03,62.65 "OpenVINO - CPU Temperature Monitor (Celsius)",LIB,68.57,69.75,80.51,79.42,64.77,62.72 "OpenVINO - CPU Temperature Monitor (Celsius)",LIB,68.72,69.37,82.04,78.93,65.01,63.86 "miniBUDE - CPU Temperature Monitor (Celsius)",LIB,69.94,70.75,87.97,86.08,65.24,63 "libxsmm - CPU Temperature Monitor (Celsius)",LIB,69.38,70,86.93,83.01,67.71,65.85 "TensorFlow - CPU Temperature Monitor (Celsius)",LIB,68,69.89,78.84,77.87,64.14,64.09 "TensorFlow - CPU Temperature Monitor (Celsius)",LIB,67.13,68.15,78.74,78.33,63.4,63.04 "TensorFlow - CPU Temperature Monitor (Celsius)",LIB,68.05,69.53,80.72,80.77,64.18,64.58 "TensorFlow - CPU Temperature Monitor (Celsius)",LIB,67.33,70.11,79.44,81.38,64.46,64.68 "TensorFlow - CPU Temperature Monitor (Celsius)",LIB,67.19,68.26,79.02,81.56,64.51,63.39 "TensorFlow - CPU Temperature Monitor (Celsius)",LIB,66.87,69.29,80.32,82.77,64.45,64.05 "OSPRay Studio - Camera: 1 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer (ms)",LIB,11072,10304,7700,6906,4456,4192 "OSPRay Studio - Camera: 1 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer (ms)",LIB,355240,335347,243682,219587,147764,138553 "OSPRay Studio - Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer (ms)",LIB,42165,40807,29470,26680,18088,16567 "OSPRay Studio - Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer (ms)",LIB,1370317,1317047,967854,870447,597923,548903 "OSPRay Studio - Camera: 3 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer (ms)",LIB,12843,12342,9101,8507,5707,5060 "OSPRay Studio - Camera: 3 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer (ms)",LIB,412231,399716,296675,268982,187853,161258 "OSPRay Studio - Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer (ms)",LIB,50486,48820,35745,32189,22479,19064 "OSPRay Studio - Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer (ms)",LIB,1611046,1571848,1166612,1076202,739575,628767 "oneDNN - Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPU (ms)",LIB,8.53314,4.12071,4.87915,2.48126,2.86945,1.52707 "oneDNN - Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPU (ms)",LIB,9.11295,3.15547,5.74030,2.52368,3.36998,1.61633 "oneDNN - Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPU (ms)",LIB,5.79704,3.21108,3.59342,1.89578,1.68058,0.944432 "oneDNN - Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPU (ms)",LIB,12996.5,11513.9,9315.50,7357.33,5003.23,4354.17 "oneDNN - Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU (ms)",LIB,6705.37,5863.57,4765.10,3754.66,2748.20,2371.62 "OpenVINO - Model: Face Detection FP16 - Device: CPU (ms)",LIB,6046.15,5677.94,3943.84,3968.31,2570.31,1143.20 "OpenVINO - Model: Face Detection FP16-INT8 - Device: CPU (ms)",LIB,3229.19,1478.99,2198.13,1021.78,1252.11,578.35 "OpenVINO - Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU (ms)",LIB,2.25,2.01,1.59,1.42,1.65,0.77 "OpenVINO - Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU (ms)",LIB,2.09,1.86,1.41,1.26,1.49,1.27 "OpenVINO - Model: Person Detection FP16 - Device: CPU (ms)",LIB,9570.62,9526.09,6142.87,6290.16,4390.07,2242.45 "OpenVINO - Model: Person Detection FP32 - Device: CPU (ms)",LIB,9721.50,9645.11,6247.58,6318.67,4387.55,2252.82 "OpenVINO - Model: Weld Porosity Detection FP16-INT8 - Device: CPU (ms)",LIB,31.94,15.24,22.26,10.65,23.20,12.49 "OpenVINO - Model: Weld Porosity Detection FP16 - Device: CPU (ms)",LIB,63.84,58.97,42.40,39.77,23.48,12.05 "OpenVINO - Model: Vehicle Detection FP16-INT8 - Device: CPU (ms)",LIB,49.15,26.98,33.57,17.82,16.84,11.10 "OpenVINO - Model: Vehicle Detection FP16 - Device: CPU (ms)",LIB,66.30,69.85,42.63,49.10,30.53,21.53 "OpenVINO - Model: Person Vehicle Bike Detection FP16 - Device: CPU (ms)",LIB,39.69,39.19,26.99,26.70,18.83,11.88 "OpenVINO - Model: Machine Translation EN To DE FP16 - Device: CPU (ms)",LIB,510.12,438.37,331.58,302.21,233.17,109.68 "Embree - CPU Power Consumption Monitor (Watts)",LIB,13.95,14.4,29.08,29.92,15.18,15.47 "Embree - CPU Power Consumption Monitor (Watts)",LIB,13.85,14.39,29.9,30.9,15.91,15.59 "Embree - CPU Power Consumption Monitor (Watts)",LIB,13.7,14.69,29.61,31.12,16.31,15.74 "OpenVKL - CPU Power Consumption Monitor (Watts)",LIB,13.44,14.56,28.25,29.02,17.54,16.53 "OSPRay - CPU Power Consumption Monitor (Watts)",LIB,13.35,15.23,29.11,28.63,17.41,15.25 "OSPRay - CPU Power Consumption Monitor (Watts)",LIB,13.36,15.26,30.17,29.05,18.51,16.05 "OSPRay - CPU Power Consumption Monitor (Watts)",LIB,13.34,15.27,30.76,30.71,19.09,16.73 "OSPRay - CPU Power Consumption Monitor (Watts)",LIB,13.74,15.03,30.87,30.99,20.41,17.79 "OSPRay Studio - CPU Power Consumption Monitor (Watts)",LIB,14,14.91,30.09,29.99,18.88,15.54 "OSPRay Studio - CPU Power Consumption Monitor (Watts)",LIB,14.22,14.71,29.16,29.38,18.3,15.37 "OSPRay Studio - CPU Power Consumption Monitor (Watts)",LIB,14.75,14.89,30.04,29.51,17.68,15.31 "OSPRay Studio - CPU Power Consumption Monitor (Watts)",LIB,14.63,14.8,28.91,29.22,17.62,15.24 "OSPRay Studio - CPU Power Consumption Monitor (Watts)",LIB,14.69,14.98,29.1,30.1,16.82,15.43 "OSPRay Studio - CPU Power Consumption Monitor (Watts)",LIB,14.78,14.95,29.47,28.35,16.68,15.83 "OSPRay Studio - CPU Power Consumption Monitor (Watts)",LIB,14.75,15.02,30.96,31.61,16.51,16.26 "OSPRay Studio - CPU Power Consumption Monitor (Watts)",LIB,15.12,15.1,29.67,28.83,16.59,16.12 "oneDNN - CPU Power Consumption Monitor (Watts)",LIB,15.28,15.59,35.49,29.41,16.69,15.08 "oneDNN - CPU Power Consumption Monitor (Watts)",LIB,17.04,19.1,26.33,24.64,12.6,11.82 "oneDNN - CPU Power Consumption Monitor (Watts)",LIB,15.5,16.48,31.62,30.85,21.02,19.65 "oneDNN - CPU Power Consumption Monitor (Watts)",LIB,15.5,15.56,31.11,28.78,17.93,17.63 "oneDNN - CPU Power Consumption Monitor (Watts)",LIB,15.28,15.43,30.81,29.33,16.52,16.1 "Cpuminer-Opt - CPU Power Consumption Monitor (Watts)",LIB,15.93,16.67,30.82,30.41,16.72,15.91 "Cpuminer-Opt - CPU Power Consumption Monitor (Watts)",LIB,15.98,17.5,30.87,28.88,18.25,16.45 "Cpuminer-Opt - CPU Power Consumption Monitor (Watts)",LIB,15.85,15.94,30.97,29.39,19.23,17.78 "Cpuminer-Opt - CPU Power Consumption Monitor (Watts)",LIB,15.95,16.31,31.21,29.91,19.02,18.81 "Cpuminer-Opt - CPU Power Consumption Monitor (Watts)",LIB,15.72,16.33,30.21,28.63,19.09,18.84 "Cpuminer-Opt - CPU Power Consumption Monitor (Watts)",LIB,16.04,17.37,30.94,29.07,19.35,18.98 "Cpuminer-Opt - CPU Power Consumption Monitor (Watts)",LIB,16.39,17.56,30.57,29.1,19.67,19.12 "Cpuminer-Opt - CPU Power Consumption Monitor (Watts)",LIB,15.95,16.75,30,28.91,19.74,19.34 "OpenVINO - CPU Power Consumption Monitor (Watts)",LIB,15.14,16.56,29.82,27.42,16.5,17.42 "OpenVINO - CPU Power Consumption Monitor (Watts)",LIB,15.35,17.03,30.12,28.4,16.15,17.13 "OpenVINO - CPU Power Consumption Monitor (Watts)",LIB,15.37,16.2,29.75,28.11,16.62,17.9 "OpenVINO - CPU Power Consumption Monitor (Watts)",LIB,15.36,15.7,30.69,27.93,16.27,17.97 "OpenVINO - CPU Power Consumption Monitor (Watts)",LIB,15.19,15.5,30.68,27.47,15.35,15.67 "OpenVINO - CPU Power Consumption Monitor (Watts)",LIB,15.29,15.66,30.33,28.2,15.6,15.44 "OpenVINO - CPU Power Consumption Monitor (Watts)",LIB,15.42,16.33,30.43,28.11,17.66,15.75 "OpenVINO - CPU Power Consumption Monitor (Watts)",LIB,15.34,15.26,31.2,27.46,18.65,16.26 "OpenVINO - CPU Power Consumption Monitor (Watts)",LIB,15.32,15.29,29.47,29.77,18.39,14.95 "OpenVINO - CPU Power Consumption Monitor (Watts)",LIB,15.37,15.46,33.67,30.67,15.9,14.89 "OpenVINO - CPU Power Consumption Monitor (Watts)",LIB,15.34,15.46,31.19,30.08,15.99,14.91 "OpenVINO - CPU Power Consumption Monitor (Watts)",LIB,15.51,15.12,32.09,28.1,16.13,15.61 "miniBUDE - CPU Power Consumption Monitor (Watts)",LIB,15.1,15.14,32.39,29.01,16.89,15.53 "libxsmm - CPU Power Consumption Monitor (Watts)",LIB,15.02,15.31,36.85,33.33,18.2,17.55 "TensorFlow - CPU Power Consumption Monitor (Watts)",LIB,14.84,15.25,30.43,26.27,14.97,14.98 "TensorFlow - CPU Power Consumption Monitor (Watts)",LIB,15.19,15.46,29.69,27.28,14.91,14.97 "TensorFlow - CPU Power Consumption Monitor (Watts)",LIB,14.78,15.36,31.62,27.84,14.74,15.61 "TensorFlow - CPU Power Consumption Monitor (Watts)",LIB,14.62,15,30.99,28.44,15.12,15.49 "TensorFlow - CPU Power Consumption Monitor (Watts)",LIB,14.84,15.18,29.92,29.22,15.06,15.27 "TensorFlow - CPU Power Consumption Monitor (Watts)",LIB,14.32,15.03,30.97,29.75,15.09,15.09