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Neel Shah
NIFTy
Commits
81211dec
Commit
81211dec
authored
Jun 01, 2021
by
Philipp Arras
Browse files
Revert visualized demo
parent
a69f5a5f
Changes
1
Hide whitespace changes
Inline
Side-by-side
demos/variational_inference_visualized.py
View file @
81211dec
...
...
@@ -78,7 +78,6 @@ def main():
MAP
=
ift
.
EnergyAdapter
(
pos
,
ham
,
want_metric
=
True
)
minimizer
=
ift
.
NewtonCG
(
ift
.
GradientNormController
(
iteration_limit
=
20
,
name
=
'Mini'
))
minimizer_mf
=
ift
.
ADVIOptimizer
(
10
)
MAP
,
_
=
minimizer
(
MAP
)
map_xs
,
map_ys
=
[],
[]
for
ii
in
range
(
10
):
...
...
@@ -88,12 +87,6 @@ def main():
minimizer
=
ift
.
NewtonCG
(
ift
.
GradientNormController
(
iteration_limit
=
2
,
name
=
'Mini'
))
pos
=
ift
.
from_random
(
ham
.
domain
,
'normal'
)
# FIXME mf_model = ift.MeanfieldModel(ham.domain)
# FIXME pos_mf = mf_model.get_initial_pos(initial_mean=pos)
# FIXME mfkl = ift.ParametricGaussianKL.make(pos_mf, ham, mf_model, 20, True)
# FIXME for samp in mfkl.samples:
# FIXME samp = mf_model.generator((samp + mfkl.position)).val
pos
=
pos1
=
ift
.
from_random
(
ham
.
domain
,
'normal'
)
fig
,
axs
=
plt
.
subplots
(
2
,
1
,
figsize
=
[
12
,
8
])
for
ii
in
range
(
15
):
...
...
@@ -137,7 +130,6 @@ def main():
plt
.
pause
(
1.0
)
mgkl
,
_
=
minimizer
(
mgkl
)
# FIXME mfkl, _ = minimizer_mf(mfkl)
geokl
,
_
=
minimizer
(
geokl
)
pos
=
mgkl
.
position
pos1
=
geokl
.
position
...
...
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