Improve the Adam optimizer's quality #451
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Source: https://github.com/jcjohnson/neural-style/wiki/Fine-Tuning-The-Adam-Optimizer Examples: jcjohnson#428 (comment) https://i.imgur.com/iIRLvKZ.png These parameters have also been tested with numerous other individuals and their own customized sets of normal Neural-Style parameter values. These individuals found that the new Adam parameters were a lot more like their L-BFGS results, than the old Adam parameters.
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@jcjohnson The default Adam parameters do not appear to be stable with some kinds of style images. These new parameter values seem to be stable with every style image that I tested them with. |
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Source: https://github.com/jcjohnson/neural-style/wiki/Fine-Tuning-The-Adam-Optimizer
Examples:
#428 (comment)
https://i.imgur.com/iIRLvKZ.png
These parameters have also been tested with numerous other individuals and their own customized sets of normal Neural-Style parameter values. These individuals found that the new Adam parameters were a lot more like their L-BFGS results, than the old Adam parameters.