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New Result

Comparison single 2080ti 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 2080ti 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 2080ti 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 2080ti 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