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Comparison single GeForce_RTX_3090 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 GeForce_RTX_3090 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 GeForce_RTX_3090 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 GeForce_RTX_3090 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