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yiranran / Unpaired-Portrait-Drawing

Code for Unpaired Portrait Drawing Generation via Asymmetric Cycle Mapping (CVPR 2020)
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learning rate is 0.000015？ #4

Closed HUSTLX closed 4 years ago

HUSTLX commented 4 years ago

usually the learnling rate is 0.0002，why do you use 0.000015？is there a clear experimental proof？

yiranran commented 4 years ago

When we use the style vec as additional input, we found using 2e-4 would lead the network to diverge… So we lower the learning rate to … to 2e-5 and then to 1.5e-5… Experiments show 1.5e-5 gets better results.

On Apr 11, 2020, at 10:44 AM, HUSTLX notifications@github.com wrote:

usually the learnling rate is 0.0002，why do you use 0.000015？is there a clear experimental proof？

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