TITANRTX.md

New Result

Comparison single TITAN_RTX gpu
Total(train)
Half	Single	Double
Total(inference)
Half	Single	Double
densenet(train)
Half	Single	Double
densenet(inference)
Half	Single	Double
vgg(train)
Half	Single	Double
vgg(inference)
Half	Single	Double
squeezenet(train)
Half	Single	Double
squeezenet(inference)
Half	Single	Double
shufflenetv2(train)
Half	Single	Double
shufflenetv2(inference)
Half	Single	Double
resnet(train)
Half	Single	Double
resnet(inference)
Half	Single	Double
mobilenet(train)
Half	Single	Double
mobilenet(inference)
Half	Single	Double
mnasnet(train)
Half	Single	Double
mnasnet(inference)
Half	Single	Double

Comparison multi gpu ( using 2 TITAN_RTX gpus)
Total(train)
Half	Single	Double
Total(inference)
Half	Single	Double
densenet(train)
Half	Single	Double
densenet(inference)
Half	Single	Double
vgg(train)
Half	Single	Double
vgg(inference)
Half	Single	Double
squeezenet(train)
Half	Single	Double
squeezenet(inference)
Half	Single	Double
shufflenetv2(train)
Half	Single	Double
shufflenetv2(inference)
Half	Single	Double
resnet(train)
Half	Single	Double
resnet(inference)
Half	Single	Double
mobilenet(train)
Half	Single	Double
mobilenet(inference)
Half	Single	Double
mnasnet(train)
Half	Single	Double
mnasnet(inference)
Half	Single	Double

Comparison multi gpu ( using 3 TITAN_RTX gpus)
Total(train)
Half	Single	Double
Total(inference)
Half	Single	Double
densenet(train)
Half	Single	Double
densenet(inference)
Half	Single	Double
vgg(train)
Half	Single	Double
vgg(inference)
Half	Single	Double
squeezenet(train)
Half	Single	Double
squeezenet(inference)
Half	Single	Double
shufflenetv2(train)
Half	Single	Double
shufflenetv2(inference)
Half	Single	Double
resnet(train)
Half	Single	Double
resnet(inference)
Half	Single	Double
mobilenet(train)
Half	Single	Double
mobilenet(inference)
Half	Single	Double
mnasnet(train)
Half	Single	Double
mnasnet(inference)
Half	Single	Double

Comparison multi gpu ( using 4 TITAN_RTX gpus)
Total(train)
Half	Single	Double
Total(inference)
Half	Single	Double
densenet(train)
Half	Single	Double
densenet(inference)
Half	Single	Double
vgg(train)
Half	Single	Double
vgg(inference)
Half	Single	Double
squeezenet(train)
Half	Single	Double
squeezenet(inference)
Half	Single	Double
shufflenetv2(train)
Half	Single	Double
shufflenetv2(inference)
Half	Single	Double
resnet(train)
Half	Single	Double
resnet(inference)
Half	Single	Double
mobilenet(train)
Half	Single	Double
mobilenet(inference)
Half	Single	Double
mnasnet(train)
Half	Single	Double
mnasnet(inference)
Half	Single	Double