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Comparison single DGX-A100 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 DGX-A100 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 DGX-A100 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 DGX-A100 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