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Simplify visdom code #6

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Simplify visdom code #6

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147 changes: 50 additions & 97 deletions solver.py
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Original file line number Diff line number Diff line change
Expand Up @@ -244,103 +244,56 @@ def viz_lines(self):
legend.append('mean')
legend.append('total')

if self.win_recon is None:
self.win_recon = self.viz.line(
X=iters,
Y=recon_losses,
env=self.viz_name+'_lines',
opts=dict(
width=400,
height=400,
xlabel='iteration',
title='reconsturction loss',))
else:
self.win_recon = self.viz.line(
X=iters,
Y=recon_losses,
env=self.viz_name+'_lines',
win=self.win_recon,
update='append',
opts=dict(
width=400,
height=400,
xlabel='iteration',
title='reconsturction loss',))

if self.win_kld is None:
self.win_kld = self.viz.line(
X=iters,
Y=klds,
env=self.viz_name+'_lines',
opts=dict(
width=400,
height=400,
legend=legend,
xlabel='iteration',
title='kl divergence',))
else:
self.win_kld = self.viz.line(
X=iters,
Y=klds,
env=self.viz_name+'_lines',
win=self.win_kld,
update='append',
opts=dict(
width=400,
height=400,
legend=legend,
xlabel='iteration',
title='kl divergence',))

if self.win_mu is None:
self.win_mu = self.viz.line(
X=iters,
Y=mus,
env=self.viz_name+'_lines',
opts=dict(
width=400,
height=400,
legend=legend[:self.z_dim],
xlabel='iteration',
title='posterior mean',))
else:
self.win_mu = self.viz.line(
X=iters,
Y=vars,
env=self.viz_name+'_lines',
win=self.win_mu,
update='append',
opts=dict(
width=400,
height=400,
legend=legend[:self.z_dim],
xlabel='iteration',
title='posterior mean',))

if self.win_var is None:
self.win_var = self.viz.line(
X=iters,
Y=vars,
env=self.viz_name+'_lines',
opts=dict(
width=400,
height=400,
legend=legend[:self.z_dim],
xlabel='iteration',
title='posterior variance',))
else:
self.win_var = self.viz.line(
X=iters,
Y=vars,
env=self.viz_name+'_lines',
win=self.win_var,
update='append',
opts=dict(
width=400,
height=400,
legend=legend[:self.z_dim],
xlabel='iteration',
title='posterior variance',))
self.win_recon = self.viz.line(
X=iters,
Y=recon_losses,
env=self.viz_name+'_lines',
win=self.win_recon,
update=(None if self.win_recon is None else 'append'),
opts=dict(
width=400,
height=400,
xlabel='iteration',
title='reconsturction loss',))

self.win_kld = self.viz.line(
X=iters,
Y=klds,
env=self.viz_name+'_lines',
win=self.win_kld,
update=(None if self.win_kld is None else 'append'),
opts=dict(
width=400,
height=400,
legend=legend,
xlabel='iteration',
title='kl divergence',))

self.win_mu = self.viz.line(
X=iters,
Y=mus,
env=self.viz_name+'_lines',
win=self.win_mu,
update=(None if self.win_mu is None else 'append'),
opts=dict(
width=400,
height=400,
legend=legend[:self.z_dim],
xlabel='iteration',
title='posterior mean',))

self.win_var = self.viz.line(
X=iters,
Y=vars,
env=self.viz_name+'_lines',
win=self.win_var,
update=(None if self.win_var is None else 'append'),
opts=dict(
width=400,
height=400,
legend=legend[:self.z_dim],
xlabel='iteration',
title='posterior variance',))
self.net_mode(train=True)

def viz_traverse(self, limit=3, inter=2/3, loc=-1):
Expand Down