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Tweak some default parameters #329

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Tweak some default parameters #329

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8 changes: 4 additions & 4 deletions vamb/__main__.py
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Original file line number Diff line number Diff line change
Expand Up @@ -1783,8 +1783,8 @@ def add_vae_arguments(subparser):
dest="beta",
metavar="",
type=float,
default=200.0,
help="beta, capacity to learn [200.0]",
default=500.0,
help="beta, capacity to learn [500.0]",
)
vaeos.add_argument(
"-d",
Expand All @@ -1805,8 +1805,8 @@ def add_vae_arguments(subparser):
dest="batchsize",
metavar="",
type=int,
default=256,
help="starting batch size [256]",
default=128,
help="starting batch size [128]",
)
trainos.add_argument(
"-q",
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2 changes: 1 addition & 1 deletion vamb/encode.py
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Original file line number Diff line number Diff line change
Expand Up @@ -184,7 +184,7 @@ def __init__(

# If only 1 sample, we weigh alpha and nhiddens differently
if alpha is None:
alpha = 0.15 if nsamples > 1 else 0.50
alpha = 0.25 if nsamples > 1 else 0.50

if nhiddens is None:
nhiddens = [512, 512] if nsamples > 1 else [256, 256]
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