CUDA 8.0 + cuDNN Caffe deep learning benchmarks with many different GPUs. Tests by Michael Larabel.
Compare your own system(s) to this result file with the
Phoronix Test Suite by running the command:
phoronix-test-suite benchmark 1702028-TA-1611066TA46
CUDA Caffe NVIDIA Comparison,
"Caffe AlexNet 2016-06-11 - Build: CUDA AlexNet",
Lower Results Are Better
"GTX 680",54521.6,54305.7,54733.8
"GTX 760",66746.5,66681.4,66705.8
"GTX 780 Ti",28170.2,28154.8,28208.7
"GTX 950",30771.9,30734.8,30842.7
"GTX 960",27499.3,27479.5,27559.6
"GTX 970",16998.7,16987.2,16976
"GTX 980",15004.3,15005.5,15030.5
"GTX 980 Ti",11645.1,11647.6,11663.8
"GTX 1050",30938.7,30957.5,31013.8
"GTX 1050 Ti",27435.6,27459.5,27462.5
"GTX 1060",16192.4,16173.4,16188.3
"GTX 1070",11451.1,11403,11459.9
"GTX 1080",9613.01,9637.61,9640.47
"ubu_ml2",9488.65,9429.73,9437.97
"ubu_ml_375.26",9788.24,9726.15,9828.75
"Caffe AlexNet 2016-06-11 - GPU Temperature Monitor",
Lower Results Are Better
"GTX 680",
"GTX 760",
"GTX 780 Ti",
"GTX 950",
"GTX 960",
"GTX 970",
"GTX 980",
"GTX 980 Ti",
"GTX 1050",
"GTX 1050 Ti",
"GTX 1060",
"GTX 1070",
"GTX 1080",
"Caffe AlexNet 2016-06-11 - System Power Consumption Monitor",
Lower Results Are Better
"GTX 680",
"GTX 760",
"GTX 780 Ti",
"GTX 950",
"GTX 960",
"GTX 970",
"GTX 980",
"GTX 980 Ti",
"GTX 1050",
"GTX 1050 Ti",
"GTX 1060",
"GTX 1070",
"GTX 1080",
"Caffe AlexNet 2016-06-11 - Build: CUDA Googlenet",
Lower Results Are Better
"GTX 680",138294,138387,138344
"GTX 760",164833,164500,164595
"GTX 780 Ti",65039.7,65194.8,65221.5
"GTX 950",69606.2,69485.9,69492.5
"GTX 960",60345.2,60271.3,60338.2
"GTX 970",40154.6,40249,40177.7
"GTX 980",36128.6,36147.2,36375.9
"GTX 980 Ti",31186.1,31387.6,31475.8
"GTX 1050",70379.8,70309.5,70353.8
"GTX 1050 Ti",61424.6,61618.9,61581.2
"GTX 1060",37496.2,37635.5,37682.5
"GTX 1070",27570.9,27729.3,27685.5
"GTX 1080",23967.2,24002,24090.7
"ubu_ml2",26043.4,25892.7,25989.1
"ubu_ml_375.26",25887.8,25962.2,26088.6
"Caffe AlexNet 2016-06-11 - GPU Temperature Monitor",
Lower Results Are Better
"GTX 680",
"GTX 760",
"GTX 780 Ti",
"GTX 950",
"GTX 960",
"GTX 970",
"GTX 980",
"GTX 980 Ti",
"GTX 1050",
"GTX 1050 Ti",
"GTX 1060",
"GTX 1070",
"GTX 1080",
"Caffe AlexNet 2016-06-11 - System Power Consumption Monitor",
Lower Results Are Better
"GTX 680",
"GTX 760",
"GTX 780 Ti",
"GTX 950",
"GTX 960",
"GTX 970",
"GTX 980",
"GTX 980 Ti",
"GTX 1050",
"GTX 1050 Ti",
"GTX 1060",
"GTX 1070",
"GTX 1080",
"GPU Temperature Monitor - Phoronix Test Suite System Monitoring",
"GTX 680",
"GTX 760",
"GTX 780 Ti",
"GTX 950",
"GTX 960",
"GTX 970",
"GTX 980",
"GTX 980 Ti",
"GTX 1050",
"GTX 1050 Ti",
"GTX 1060",
"GTX 1070",
"GTX 1080",
"System Power Consumption Monitor - Phoronix Test Suite System Monitoring",
"GTX 680",
"GTX 760",
"GTX 780 Ti",
"GTX 950",
"GTX 960",
"GTX 970",
"GTX 980",
"GTX 980 Ti",
"GTX 1050",
"GTX 1050 Ti",
"GTX 1060",
"GTX 1070",
"GTX 1080",