2080ti Intel Core i5-8600 testing with a ASUS ROG STRIX B360-G GAMING (0501 BIOS) and NVIDIA GeForce RTX 2080 Ti 11GB on Ubuntu 16.04 via the Phoronix Test Suite. 2080: Processor: Intel Core i5-8600 @ 4.30GHz (6 Cores), Motherboard: ASUS ROG STRIX B360-G GAMING (0501 BIOS), Chipset: Intel Cannon Lake PCH, Memory: 2 x 8192 MB DDR4-2666MHz Micron 8ATF1G64AZ-2G6B1, Disk: 500GB Western Digital WD5000LPCX-2, Graphics: NVIDIA GeForce RTX 2080 Ti 11GB (405/405MHz), Audio: Realtek ALC1220, Monitor: ASUS PA238, Network: Intel I219-V OS: Ubuntu 16.04, Kernel: 4.15.0-70-generic (x86_64), Desktop: Unity 7.4.5, Display Server: X Server 1.19.6, Display Driver: NVIDIA 435.21, Compiler: GCC 5.4.0 20160609, File-System: ext4, Screen Resolution: 1920x1080 NVIDIA GPU Cloud TensorFlow 18.09 Test: ResNet-50, FP16 Images Per Second > Higher Is Better 2080 . 446.83 |================================================================ NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU0) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 2978 MAX: 4200 NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU1) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 2968 MAX: 4201 NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU2) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3027 MAX: 4217 NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU3) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3033 MAX: 4201 NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU4) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3038 MAX: 4204 NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU5) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 2956 MAX: 4201 NVIDIA GPU Cloud TensorFlow 18.09 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3051 MAX: 4209 NVIDIA GPU Cloud TensorFlow 18.09 CPU Power Consumption Monitor Watts < Lower Is Better 2080 . MIN: 4.7 AVG: 24.9 MAX: 57.8 NVIDIA GPU Cloud TensorFlow 18.09 CPU Temperature Monitor Celsius < Lower Is Better 2080 . MIN: 31.0 AVG: 40.9 MAX: 62.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU0) Monitor Percent < Lower Is Better 2080 . MIN: 12.0 AVG: 12.0 MAX: 12.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU1) Monitor Percent < Lower Is Better 2080 . MIN: 14.0 AVG: 14.0 MAX: 14.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU2) Monitor Percent < Lower Is Better 2080 . MIN: 6.1 AVG: 6.1 MAX: 6.1 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU3) Monitor Percent < Lower Is Better 2080 . MIN: 14.0 AVG: 14.0 MAX: 14.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU4) Monitor Percent < Lower Is Better 2080 . MIN: 14.0 AVG: 14.0 MAX: 14.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU5) Monitor Percent < Lower Is Better 2080 . MIN: 24.0 AVG: 24.0 MAX: 24.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (Summary) Monitor Percent < Lower Is Better 2080 . MIN: 14.1 AVG: 14.1 MAX: 14.1 NVIDIA GPU Cloud TensorFlow 18.09 GPU Fan Speed Monitor Percent < Lower Is Better 2080 . MIN: 38.0 AVG: 40.6 MAX: 42.0 NVIDIA GPU Cloud TensorFlow 18.09 GPU Frequency Monitor Megahertz > Higher Is Better 2080 . MIN: 300 AVG: 1092 MAX: 1905 NVIDIA GPU Cloud TensorFlow 18.09 GPU Memory Usage Monitor Megabytes < Lower Is Better 2080 . MIN: 479 AVG: 4615 MAX: 8772 NVIDIA GPU Cloud TensorFlow 18.09 GPU Power Consumption Monitor Watts < Lower Is Better 2080 . MIN: 23 AVG: 103 MAX: 271 NVIDIA GPU Cloud TensorFlow 18.09 GPU Temperature Monitor Celsius < Lower Is Better 2080 . MIN: 28.0 AVG: 37.0 MAX: 51.0 NVIDIA GPU Cloud TensorFlow 18.09 GPU Usage Monitor Percent < Lower Is Better 2080 . MIN: 1 AVG: 46 MAX: 99 NVIDIA GPU Cloud TensorFlow 18.09 Test: ResNet-50, FP32 Images Per Second > Higher Is Better 2080 . 281.90 |================================================================ NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU0) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3699 MAX: 4201 NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU1) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3717 MAX: 4206 NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU2) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3660 MAX: 4209 NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU3) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3657 MAX: 4201 NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU4) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3686 MAX: 4206 NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU5) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3676 MAX: 4202 NVIDIA GPU Cloud TensorFlow 18.09 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3713 MAX: 4207 NVIDIA GPU Cloud TensorFlow 18.09 CPU Power Consumption Monitor Watts < Lower Is Better 2080 . MIN: 6.1 AVG: 28.5 MAX: 53.3 NVIDIA GPU Cloud TensorFlow 18.09 CPU Temperature Monitor Celsius < Lower Is Better 2080 . MIN: 36.0 AVG: 45.6 MAX: 62.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU0) Monitor Percent < Lower Is Better 2080 . MIN: 12.0 AVG: 12.0 MAX: 12.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU1) Monitor Percent < Lower Is Better 2080 . MIN: 14.0 AVG: 14.0 MAX: 14.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU2) Monitor Percent < Lower Is Better 2080 . MIN: 6.1 AVG: 6.1 MAX: 6.1 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU3) Monitor Percent < Lower Is Better 2080 . MIN: 14.0 AVG: 14.0 MAX: 14.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU4) Monitor Percent < Lower Is Better 2080 . MIN: 14.0 AVG: 14.0 MAX: 14.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU5) Monitor Percent < Lower Is Better 2080 . MIN: 24.0 AVG: 24.0 MAX: 24.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (Summary) Monitor Percent < Lower Is Better 2080 . MIN: 14.1 AVG: 14.1 MAX: 14.1 NVIDIA GPU Cloud TensorFlow 18.09 GPU Fan Speed Monitor Percent < Lower Is Better 2080 . MIN: 35 AVG: 41 MAX: 81 NVIDIA GPU Cloud TensorFlow 18.09 GPU Frequency Monitor Megahertz > Higher Is Better 2080 . MIN: 300 AVG: 1261 MAX: 1890 NVIDIA GPU Cloud TensorFlow 18.09 GPU Memory Usage Monitor Megabytes < Lower Is Better 2080 . MIN: 486 AVG: 5936 MAX: 8772 NVIDIA GPU Cloud TensorFlow 18.09 GPU Power Consumption Monitor Watts < Lower Is Better 2080 . MIN: 23 AVG: 145 MAX: 279 NVIDIA GPU Cloud TensorFlow 18.09 GPU Temperature Monitor Celsius < Lower Is Better 2080 . MIN: 34.0 AVG: 45.5 MAX: 57.0 NVIDIA GPU Cloud TensorFlow 18.09 GPU Usage Monitor Percent < Lower Is Better 2080 . MIN: 1 AVG: 60 MAX: 99 NVIDIA GPU Cloud TensorFlow 18.09 Test: AlexNet, FP16 Images Per Second > Higher Is Better 2080 . 4356.97 |=============================================================== NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU0) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 2546 MAX: 4200 NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU1) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 2535 MAX: 4200 NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU2) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 2600 MAX: 4201 NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU3) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 2575 MAX: 4200 NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU4) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 2530 MAX: 4208 NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU5) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 2512 MAX: 4200 NVIDIA GPU Cloud TensorFlow 18.09 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 2616 MAX: 4200 NVIDIA GPU Cloud TensorFlow 18.09 CPU Power Consumption Monitor Watts < Lower Is Better 2080 . MIN: 6.6 AVG: 21.0 MAX: 48.9 NVIDIA GPU Cloud TensorFlow 18.09 CPU Temperature Monitor Celsius < Lower Is Better 2080 . MIN: 35.0 AVG: 40.1 MAX: 57.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU0) Monitor Percent < Lower Is Better 2080 . MIN: 12.0 AVG: 12.0 MAX: 12.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU1) Monitor Percent < Lower Is Better 2080 . MIN: 14.0 AVG: 14.0 MAX: 14.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU2) Monitor Percent < Lower Is Better 2080 . MIN: 6.1 AVG: 6.1 MAX: 6.1 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU3) Monitor Percent < Lower Is Better 2080 . MIN: 14.0 AVG: 14.0 MAX: 14.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU4) Monitor Percent < Lower Is Better 2080 . MIN: 14.0 AVG: 14.0 MAX: 14.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU5) Monitor Percent < Lower Is Better 2080 . MIN: 24.0 AVG: 24.0 MAX: 24.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (Summary) Monitor Percent < Lower Is Better 2080 . MIN: 14.1 AVG: 14.1 MAX: 14.1 NVIDIA GPU Cloud TensorFlow 18.09 GPU Fan Speed Monitor Percent < Lower Is Better 2080 . MIN: 40.0 AVG: 40.6 MAX: 41.0 NVIDIA GPU Cloud TensorFlow 18.09 GPU Frequency Monitor Megahertz > Higher Is Better 2080 . MIN: 300 AVG: 996 MAX: 1890 NVIDIA GPU Cloud TensorFlow 18.09 GPU Memory Usage Monitor Megabytes < Lower Is Better 2080 . MIN: 486 AVG: 4104 MAX: 8774 NVIDIA GPU Cloud TensorFlow 18.09 GPU Power Consumption Monitor Watts < Lower Is Better 2080 . MIN: 23 AVG: 102 MAX: 284 NVIDIA GPU Cloud TensorFlow 18.09 GPU Temperature Monitor Celsius < Lower Is Better 2080 . MIN: 37.0 AVG: 42.9 MAX: 53.0 NVIDIA GPU Cloud TensorFlow 18.09 GPU Usage Monitor Percent < Lower Is Better 2080 . MIN: 1 AVG: 44 MAX: 100 NVIDIA GPU Cloud TensorFlow 18.09 Test: AlexNet, FP32 Images Per Second > Higher Is Better 2080 . 3295.70 |=============================================================== NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU0) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 2570 MAX: 4200 NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU1) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 2502 MAX: 4200 NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU2) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 2548 MAX: 4208 NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU3) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 2568 MAX: 4201 NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU4) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 2625 MAX: 4201 NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU5) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 2578 MAX: 4200 NVIDIA GPU Cloud TensorFlow 18.09 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 2672 MAX: 4200 NVIDIA GPU Cloud TensorFlow 18.09 CPU Power Consumption Monitor Watts < Lower Is Better 2080 . MIN: 5.3 AVG: 21.5 MAX: 49.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Temperature Monitor Celsius < Lower Is Better 2080 . MIN: 34.0 AVG: 40.6 MAX: 57.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU0) Monitor Percent < Lower Is Better 2080 . MIN: 12.0 AVG: 12.0 MAX: 12.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU1) Monitor Percent < Lower Is Better 2080 . MIN: 14.0 AVG: 14.0 MAX: 14.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU2) Monitor Percent < Lower Is Better 2080 . MIN: 6.1 AVG: 6.1 MAX: 6.1 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU3) Monitor Percent < Lower Is Better 2080 . MIN: 14.0 AVG: 14.0 MAX: 14.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU4) Monitor Percent < Lower Is Better 2080 . MIN: 14.0 AVG: 14.0 MAX: 14.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU5) Monitor Percent < Lower Is Better 2080 . MIN: 24.0 AVG: 24.0 MAX: 24.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (Summary) Monitor Percent < Lower Is Better 2080 . MIN: 14.1 AVG: 14.1 MAX: 14.1 NVIDIA GPU Cloud TensorFlow 18.09 GPU Fan Speed Monitor Percent < Lower Is Better 2080 . MIN: 40.0 AVG: 40.6 MAX: 41.0 NVIDIA GPU Cloud TensorFlow 18.09 GPU Frequency Monitor Megahertz > Higher Is Better 2080 . MIN: 300 AVG: 997 MAX: 1890 NVIDIA GPU Cloud TensorFlow 18.09 GPU Memory Usage Monitor Megabytes < Lower Is Better 2080 . MIN: 486 AVG: 4350 MAX: 8774 NVIDIA GPU Cloud TensorFlow 18.09 GPU Power Consumption Monitor Watts < Lower Is Better 2080 . MIN: 23 AVG: 114 MAX: 267 NVIDIA GPU Cloud TensorFlow 18.09 GPU Temperature Monitor Celsius < Lower Is Better 2080 . MIN: 34.0 AVG: 42.2 MAX: 52.0 NVIDIA GPU Cloud TensorFlow 18.09 GPU Usage Monitor Percent < Lower Is Better 2080 . MIN: 1 AVG: 54 MAX: 100 NVIDIA GPU Cloud TensorFlow 18.09 Test: Googlenet, FP16 Images Per Second > Higher Is Better 2080 . 1004.90 |=============================================================== NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU0) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3776 MAX: 4200 NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU1) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3784 MAX: 4200 NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU2) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3808 MAX: 4201 NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU3) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3820 MAX: 4201 NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU4) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3815 MAX: 4201 NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU5) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3800 MAX: 4202 NVIDIA GPU Cloud TensorFlow 18.09 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3831 MAX: 4202 NVIDIA GPU Cloud TensorFlow 18.09 CPU Power Consumption Monitor Watts < Lower Is Better 2080 . MIN: 4.9 AVG: 28.7 MAX: 48.6 NVIDIA GPU Cloud TensorFlow 18.09 CPU Temperature Monitor Celsius < Lower Is Better 2080 . MIN: 34.0 AVG: 46.4 MAX: 63.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU0) Monitor Percent < Lower Is Better 2080 . MIN: 12.0 AVG: 12.0 MAX: 12.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU1) Monitor Percent < Lower Is Better 2080 . MIN: 14.0 AVG: 14.0 MAX: 14.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU2) Monitor Percent < Lower Is Better 2080 . MIN: 6.1 AVG: 6.1 MAX: 6.1 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU3) Monitor Percent < Lower Is Better 2080 . MIN: 14.0 AVG: 14.0 MAX: 14.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU4) Monitor Percent < Lower Is Better 2080 . MIN: 14.0 AVG: 14.0 MAX: 14.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU5) Monitor Percent < Lower Is Better 2080 . MIN: 24.0 AVG: 24.0 MAX: 24.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (Summary) Monitor Percent < Lower Is Better 2080 . MIN: 14.1 AVG: 14.1 MAX: 14.1 NVIDIA GPU Cloud TensorFlow 18.09 GPU Fan Speed Monitor Percent < Lower Is Better 2080 . MIN: 35.0 AVG: 40.6 MAX: 42.0 NVIDIA GPU Cloud TensorFlow 18.09 GPU Frequency Monitor Megahertz > Higher Is Better 2080 . MIN: 300 AVG: 1414 MAX: 1890 NVIDIA GPU Cloud TensorFlow 18.09 GPU Memory Usage Monitor Megabytes < Lower Is Better 2080 . MIN: 486 AVG: 6743 MAX: 8772 NVIDIA GPU Cloud TensorFlow 18.09 GPU Power Consumption Monitor Watts < Lower Is Better 2080 . MIN: 23 AVG: 175 MAX: 283 NVIDIA GPU Cloud TensorFlow 18.09 GPU Temperature Monitor Celsius < Lower Is Better 2080 . MIN: 34.0 AVG: 50.0 MAX: 61.0 NVIDIA GPU Cloud TensorFlow 18.09 GPU Usage Monitor Percent < Lower Is Better 2080 . MIN: 1 AVG: 71 MAX: 100 NVIDIA GPU Cloud TensorFlow 18.09 Test: Googlenet, FP32 Images Per Second > Higher Is Better 2080 . 761.03 |================================================================ NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU0) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3835 MAX: 4210 NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU1) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3836 MAX: 4200 NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU2) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3830 MAX: 4206 NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU3) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3828 MAX: 4201 NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU4) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3830 MAX: 4209 NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU5) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3836 MAX: 4204 NVIDIA GPU Cloud TensorFlow 18.09 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3863 MAX: 4204 NVIDIA GPU Cloud TensorFlow 18.09 CPU Power Consumption Monitor Watts < Lower Is Better 2080 . MIN: 4.8 AVG: 28.4 MAX: 54.6 NVIDIA GPU Cloud TensorFlow 18.09 CPU Temperature Monitor Celsius < Lower Is Better 2080 . MIN: 37.0 AVG: 46.0 MAX: 64.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU0) Monitor Percent < Lower Is Better 2080 . MIN: 12.0 AVG: 12.0 MAX: 12.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU1) Monitor Percent < Lower Is Better 2080 . MIN: 14.0 AVG: 14.0 MAX: 14.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU2) Monitor Percent < Lower Is Better 2080 . MIN: 6.1 AVG: 6.1 MAX: 6.1 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU3) Monitor Percent < Lower Is Better 2080 . MIN: 14.0 AVG: 14.0 MAX: 14.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU4) Monitor Percent < Lower Is Better 2080 . MIN: 14.0 AVG: 14.0 MAX: 14.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU5) Monitor Percent < Lower Is Better 2080 . MIN: 24.0 AVG: 24.0 MAX: 24.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (Summary) Monitor Percent < Lower Is Better 2080 . MIN: 14.1 AVG: 14.1 MAX: 14.1 NVIDIA GPU Cloud TensorFlow 18.09 GPU Fan Speed Monitor Percent < Lower Is Better 2080 . MIN: 40.0 AVG: 40.6 MAX: 41.0 NVIDIA GPU Cloud TensorFlow 18.09 GPU Frequency Monitor Megahertz > Higher Is Better 2080 . MIN: 300 AVG: 1404 MAX: 1875 NVIDIA GPU Cloud TensorFlow 18.09 GPU Memory Usage Monitor Megabytes < Lower Is Better 2080 . MIN: 486 AVG: 6846 MAX: 8772 NVIDIA GPU Cloud TensorFlow 18.09 GPU Power Consumption Monitor Watts < Lower Is Better 2080 . MIN: 24 AVG: 184 MAX: 278 NVIDIA GPU Cloud TensorFlow 18.09 GPU Temperature Monitor Celsius < Lower Is Better 2080 . MIN: 41.0 AVG: 55.0 MAX: 64.0 NVIDIA GPU Cloud TensorFlow 18.09 GPU Usage Monitor Percent < Lower Is Better 2080 . MIN: 1 AVG: 75 MAX: 100 NVIDIA GPU Cloud TensorFlow 18.09 Test: Inception v4, FP16 Images Per Second > Higher Is Better 2080 . 133.60 |================================================================ NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU0) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3837 MAX: 4202 NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU1) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3826 MAX: 4205 NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU2) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3822 MAX: 4203 NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU3) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3819 MAX: 4200 NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU4) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3816 MAX: 4202 NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU5) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3833 MAX: 4201 NVIDIA GPU Cloud TensorFlow 18.09 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3849 MAX: 4212 NVIDIA GPU Cloud TensorFlow 18.09 CPU Power Consumption Monitor Watts < Lower Is Better 2080 . MIN: 6.6 AVG: 28.9 MAX: 51.7 NVIDIA GPU Cloud TensorFlow 18.09 CPU Temperature Monitor Celsius < Lower Is Better 2080 . MIN: 38.0 AVG: 47.2 MAX: 64.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU0) Monitor Percent < Lower Is Better 2080 . MIN: 12.0 AVG: 12.0 MAX: 12.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU1) Monitor Percent < Lower Is Better 2080 . MIN: 14.0 AVG: 14.0 MAX: 14.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU2) Monitor Percent < Lower Is Better 2080 . MIN: 6.1 AVG: 6.1 MAX: 6.1 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU3) Monitor Percent < Lower Is Better 2080 . MIN: 14.0 AVG: 14.0 MAX: 14.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU4) Monitor Percent < Lower Is Better 2080 . MIN: 14.0 AVG: 14.0 MAX: 14.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU5) Monitor Percent < Lower Is Better 2080 . MIN: 24.0 AVG: 24.0 MAX: 24.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (Summary) Monitor Percent < Lower Is Better 2080 . MIN: 14.1 AVG: 14.1 MAX: 14.1 NVIDIA GPU Cloud TensorFlow 18.09 GPU Fan Speed Monitor Percent < Lower Is Better 2080 . MIN: 35 AVG: 41 MAX: 81 NVIDIA GPU Cloud TensorFlow 18.09 GPU Frequency Monitor Megahertz > Higher Is Better 2080 . MIN: 300 AVG: 1201 MAX: 1890 NVIDIA GPU Cloud TensorFlow 18.09 GPU Memory Usage Monitor Megabytes < Lower Is Better 2080 . MIN: 486 AVG: 5888 MAX: 8772 NVIDIA GPU Cloud TensorFlow 18.09 GPU Power Consumption Monitor Watts < Lower Is Better 2080 . MIN: 23 AVG: 109 MAX: 263 NVIDIA GPU Cloud TensorFlow 18.09 GPU Temperature Monitor Celsius < Lower Is Better 2080 . MIN: 38.0 AVG: 44.8 MAX: 57.0 NVIDIA GPU Cloud TensorFlow 18.09 GPU Usage Monitor Percent < Lower Is Better 2080 . MIN: 1 AVG: 64 MAX: 100 NVIDIA GPU Cloud TensorFlow 18.09 Test: Inception v4, FP32 Images Per Second > Higher Is Better 2080 . 87.93 |================================================================= NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU0) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3886 MAX: 4201 NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU1) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3887 MAX: 4202 NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU2) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3887 MAX: 4206 NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU3) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3888 MAX: 4207 NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU4) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3890 MAX: 4201 NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU5) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3889 MAX: 4207 NVIDIA GPU Cloud TensorFlow 18.09 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3901 MAX: 4216 NVIDIA GPU Cloud TensorFlow 18.09 CPU Power Consumption Monitor Watts < Lower Is Better 2080 . MIN: 5.7 AVG: 29.0 MAX: 54.5 NVIDIA GPU Cloud TensorFlow 18.09 CPU Temperature Monitor Celsius < Lower Is Better 2080 . MIN: 37.0 AVG: 47.7 MAX: 64.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU0) Monitor Percent < Lower Is Better 2080 . MIN: 12.0 AVG: 12.0 MAX: 12.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU1) Monitor Percent < Lower Is Better 2080 . MIN: 14.0 AVG: 14.0 MAX: 14.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU2) Monitor Percent < Lower Is Better 2080 . MIN: 6.1 AVG: 6.1 MAX: 6.1 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU3) Monitor Percent < Lower Is Better 2080 . MIN: 14.0 AVG: 14.0 MAX: 14.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU4) Monitor Percent < Lower Is Better 2080 . MIN: 14.0 AVG: 14.0 MAX: 14.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU5) Monitor Percent < Lower Is Better 2080 . MIN: 24.0 AVG: 24.0 MAX: 24.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (Summary) Monitor Percent < Lower Is Better 2080 . MIN: 14.1 AVG: 14.1 MAX: 14.1 NVIDIA GPU Cloud TensorFlow 18.09 GPU Fan Speed Monitor Percent < Lower Is Better 2080 . MIN: 35 AVG: 41 MAX: 81 NVIDIA GPU Cloud TensorFlow 18.09 GPU Frequency Monitor Megahertz > Higher Is Better 2080 . MIN: 300 AVG: 1251 MAX: 1890 NVIDIA GPU Cloud TensorFlow 18.09 GPU Memory Usage Monitor Megabytes < Lower Is Better 2080 . MIN: 486 AVG: 6269 MAX: 8772 NVIDIA GPU Cloud TensorFlow 18.09 GPU Power Consumption Monitor Watts < Lower Is Better 2080 . MIN: 23 AVG: 135 MAX: 278 NVIDIA GPU Cloud TensorFlow 18.09 GPU Temperature Monitor Celsius < Lower Is Better 2080 . MIN: 36.0 AVG: 46.3 MAX: 59.0 NVIDIA GPU Cloud TensorFlow 18.09 GPU Usage Monitor Percent < Lower Is Better 2080 . MIN: 1 AVG: 67 MAX: 99 NVIDIA GPU Cloud TensorFlow 18.09 Test: VGG-16, FP16 Images Per Second > Higher Is Better 2080 . 205.83 |================================================================ NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU0) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3129 MAX: 4200 NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU1) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3090 MAX: 4201 NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU2) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3072 MAX: 4201 NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU3) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3059 MAX: 4201 NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU4) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3106 MAX: 4201 NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU5) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3083 MAX: 4201 NVIDIA GPU Cloud TensorFlow 18.09 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3122 MAX: 4201 NVIDIA GPU Cloud TensorFlow 18.09 CPU Power Consumption Monitor Watts < Lower Is Better 2080 . MIN: 5.9 AVG: 24.4 MAX: 49.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Temperature Monitor Celsius < Lower Is Better 2080 . MIN: 37.0 AVG: 44.5 MAX: 62.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU0) Monitor Percent < Lower Is Better 2080 . MIN: 12.0 AVG: 12.0 MAX: 12.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU1) Monitor Percent < Lower Is Better 2080 . MIN: 14.0 AVG: 14.0 MAX: 14.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU2) Monitor Percent < Lower Is Better 2080 . MIN: 6.1 AVG: 6.1 MAX: 6.1 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU3) Monitor Percent < Lower Is Better 2080 . MIN: 14.0 AVG: 14.0 MAX: 14.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU4) Monitor Percent < Lower Is Better 2080 . MIN: 14.0 AVG: 14.0 MAX: 14.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU5) Monitor Percent < Lower Is Better 2080 . MIN: 24.0 AVG: 24.0 MAX: 24.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (Summary) Monitor Percent < Lower Is Better 2080 . MIN: 14.1 AVG: 14.1 MAX: 14.1 NVIDIA GPU Cloud TensorFlow 18.09 GPU Fan Speed Monitor Percent < Lower Is Better 2080 . MIN: 37.0 AVG: 40.6 MAX: 41.0 NVIDIA GPU Cloud TensorFlow 18.09 GPU Frequency Monitor Megahertz > Higher Is Better 2080 . MIN: 300 AVG: 1160 MAX: 1890 NVIDIA GPU Cloud TensorFlow 18.09 GPU Memory Usage Monitor Megabytes < Lower Is Better 2080 . MIN: 486 AVG: 5110 MAX: 8776 NVIDIA GPU Cloud TensorFlow 18.09 GPU Power Consumption Monitor Watts < Lower Is Better 2080 . MIN: 23 AVG: 132 MAX: 292 NVIDIA GPU Cloud TensorFlow 18.09 GPU Temperature Monitor Celsius < Lower Is Better 2080 . MIN: 40.0 AVG: 47.1 MAX: 56.0 NVIDIA GPU Cloud TensorFlow 18.09 GPU Usage Monitor Percent < Lower Is Better 2080 . MIN: 1 AVG: 63 MAX: 100 NVIDIA GPU Cloud TensorFlow 18.09 Test: VGG-16, FP32 Images Per Second > Higher Is Better 2080 . 151.63 |================================================================ NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU0) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3320 MAX: 4201 NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU1) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3313 MAX: 4200 NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU2) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3330 MAX: 4222 NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU3) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3324 MAX: 4201 NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU4) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3327 MAX: 4201 NVIDIA GPU Cloud TensorFlow 18.09 CPU Frequency (CPU5) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3321 MAX: 4209 NVIDIA GPU Cloud TensorFlow 18.09 CPU Peak Freq (Highest CPU Core Frequency) Monitor Megahertz > Higher Is Better 2080 . MIN: 800 AVG: 3397 MAX: 4209 NVIDIA GPU Cloud TensorFlow 18.09 CPU Power Consumption Monitor Watts < Lower Is Better 2080 . MIN: 5.7 AVG: 25.1 MAX: 54.1 NVIDIA GPU Cloud TensorFlow 18.09 CPU Temperature Monitor Celsius < Lower Is Better 2080 . MIN: 36.0 AVG: 43.4 MAX: 58.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU0) Monitor Percent < Lower Is Better 2080 . MIN: 12.0 AVG: 12.0 MAX: 12.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU1) Monitor Percent < Lower Is Better 2080 . MIN: 14.0 AVG: 14.0 MAX: 14.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU2) Monitor Percent < Lower Is Better 2080 . MIN: 6.1 AVG: 6.1 MAX: 6.1 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU3) Monitor Percent < Lower Is Better 2080 . MIN: 14.0 AVG: 14.0 MAX: 14.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU4) Monitor Percent < Lower Is Better 2080 . MIN: 14.0 AVG: 14.0 MAX: 14.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (CPU5) Monitor Percent < Lower Is Better 2080 . MIN: 24.0 AVG: 24.0 MAX: 24.0 NVIDIA GPU Cloud TensorFlow 18.09 CPU Usage (Summary) Monitor Percent < Lower Is Better 2080 . MIN: 14.1 AVG: 14.1 MAX: 14.1 NVIDIA GPU Cloud TensorFlow 18.09 GPU Fan Speed Monitor Percent < Lower Is Better 2080 . MIN: 36 AVG: 41 MAX: 82 NVIDIA GPU Cloud TensorFlow 18.09 GPU Frequency Monitor Megahertz > Higher Is Better 2080 . MIN: 300 AVG: 1261 MAX: 1890 NVIDIA GPU Cloud TensorFlow 18.09 GPU Memory Usage Monitor Megabytes < Lower Is Better 2080 . MIN: 486 AVG: 5903 MAX: 8776 NVIDIA GPU Cloud TensorFlow 18.09 GPU Power Consumption Monitor Watts < Lower Is Better 2080 . MIN: 23 AVG: 158 MAX: 298 NVIDIA GPU Cloud TensorFlow 18.09 GPU Temperature Monitor Celsius < Lower Is Better 2080 . MIN: 37.0 AVG: 49.8 MAX: 60.0 NVIDIA GPU Cloud TensorFlow 18.09 GPU Usage Monitor Percent < Lower Is Better 2080 . MIN: 1 AVG: 72 MAX: 100 CPU Frequency (CPU0) Monitor Phoronix Test Suite System Monitoring Megahertz 2080 . MIN: 800 AVG: 3356 MAX: 4210 CPU Frequency (CPU1) Monitor Phoronix Test Suite System Monitoring Megahertz 2080 . MIN: 800 AVG: 3348 MAX: 4206 CPU Frequency (CPU2) Monitor Phoronix Test Suite System Monitoring Megahertz 2080 . MIN: 800 AVG: 3352 MAX: 4222 CPU Frequency (CPU3) Monitor Phoronix Test Suite System Monitoring Megahertz 2080 . MIN: 800 AVG: 3350 MAX: 4207 CPU Frequency (CPU4) Monitor Phoronix Test Suite System Monitoring Megahertz 2080 . MIN: 800 AVG: 3359 MAX: 4209 CPU Frequency (CPU5) Monitor Phoronix Test Suite System Monitoring Megahertz 2080 . MIN: 800 AVG: 3345 MAX: 4209 CPU Peak Freq (Highest CPU Core Frequency) Monitor Phoronix Test Suite System Monitoring Megahertz 2080 . MIN: 800 AVG: 3390 MAX: 4216 CPU Power Consumption Monitor Phoronix Test Suite System Monitoring Watts 2080 . MIN: 4.7 AVG: 26.2 MAX: 57.8 CPU Temperature Monitor Phoronix Test Suite System Monitoring Celsius 2080 . MIN: 31.0 AVG: 44.6 MAX: 64.0 CPU Usage (CPU0) Monitor Phoronix Test Suite System Monitoring Percent 2080 . MIN: 12.0 AVG: 12.0 MAX: 12.0 CPU Usage (CPU1) Monitor Phoronix Test Suite System Monitoring Percent 2080 . MIN: 14.0 AVG: 14.0 MAX: 14.0 CPU Usage (CPU2) Monitor Phoronix Test Suite System Monitoring Percent 2080 . MIN: 6.1 AVG: 6.1 MAX: 6.1 CPU Usage (CPU3) Monitor Phoronix Test Suite System Monitoring Percent 2080 . MIN: 14.0 AVG: 14.0 MAX: 14.0 CPU Usage (CPU4) Monitor Phoronix Test Suite System Monitoring Percent 2080 . MIN: 14.0 AVG: 14.0 MAX: 14.0 CPU Usage (CPU5) Monitor Phoronix Test Suite System Monitoring Percent 2080 . MIN: 24.0 AVG: 24.0 MAX: 24.0 CPU Usage (Summary) Monitor Phoronix Test Suite System Monitoring Percent 2080 . MIN: 14.1 AVG: 14.1 MAX: 14.1 GPU Fan Speed Monitor Phoronix Test Suite System Monitoring Percent 2080 . MIN: 35 AVG: 41 MAX: 82 GPU Frequency Monitor Phoronix Test Suite System Monitoring Megahertz 2080 . MIN: 300 AVG: 1181 MAX: 1905 GPU Memory Usage Monitor Phoronix Test Suite System Monitoring Megabytes 2080 . MIN: 475 AVG: 5509 MAX: 8776 GPU Power Consumption Monitor Phoronix Test Suite System Monitoring Watts 2080 . MIN: 23 AVG: 133 MAX: 298 GPU Temperature Monitor Phoronix Test Suite System Monitoring Celsius 2080 . MIN: 28.0 AVG: 46.4 MAX: 64.0 GPU Usage Monitor Phoronix Test Suite System Monitoring Percent 2080 . MIN: 1 AVG: 61 MAX: 100