Open BrandonLMorris opened 6 years ago
Additionally, this fixes a bug in the current implementation, in which the -h command states, that you should use "-t realdata", while it's "-t real" instead.
the args defined in leakGan's constructer can not be use as this method.
Motivation
Out of the box, LeakGAN does not work when specified through
main.py
. Instead, an error occurs that TensorFlow flags doesn't know how to parse argument'g'
. This is due to the fact thatmain.py
parses arguments withgetopt
, but the LeakGAN constructor usestf.app.flags
.Changes
To get LeakGAN to work properly, I modified
main.py
to also utilizetf.app.flags
. Since these flags are intended to be global and distributed, it's perfectly legal to have flags specified in different parts of the system (i.e. LeakGAN specific args only in the LeakGAN constructor). The overall functionality is identical, with the exception thatmain.py
args need to use their longform version (e.g.--gan_type
instead of just-g
).Additionally, I factored out the definitions of the
test_file
,oracle_file
, andgenerator_file
to theGan
class (since they were used by every GAN type), and made them able to be specified by CLI args as well.