Speed Tests - ProGamerGov/pytorch-vgg GitHub Wiki

Using the timing scripts that I have created for Neural-Style-PT: https://gist.github.com/ProGamerGov/e5e94f8735c1f7991a3e4ad2289e0d01

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Currently these are the GPUs that I have tested Neural-Style-PT with:

Tesla K80:

Command	Time
LBFGS nn	117 seconds
LBFGS cudnn	124 seconds
LBFGS cudnn autotune	109 seconds
Adam nn	100 seconds
Adam cudnn	107 seconds
Adam cudnn autotune	91 seconds

GRID K520:

Command	Time
LBFGS nn	236 seconds
LBFGS cudnn	226 seconds
LBFGS cudnn autotune	226 seconds
Adam nn	209 seconds
Adam cudnn	200 seconds
Adam cudnn autotune	200 seconds

GTX 1080:

Command	Time
LBFGS nn	56 seconds
LBFGS cudnn	38 seconds
LBFGS cudnn autotune	40 seconds
Adam nn	40 seconds
Adam cudnn	23 seconds
Adam cudnn autotune	24 seconds

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