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Fix bug: sample_eps maybe None #32

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Fix bug: sample_eps maybe None #32

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10 changes: 6 additions & 4 deletions transport/__init__.py
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Original file line number Diff line number Diff line change
Expand Up @@ -42,11 +42,13 @@ def create_transport(
path_type = path_choice[path_type]

if (path_type in [PathType.VP]):
train_eps = 1e-5 if train_eps is None else train_eps
sample_eps = 1e-3 if train_eps is None else sample_eps
train_eps_new = 1e-5 if train_eps is None else train_eps
sample_eps_new = 1e-3 if train_eps is None else sample_eps
train_eps, sample_eps = train_eps_new, sample_eps_new
elif (path_type in [PathType.GVP, PathType.LINEAR] and model_type != ModelType.VELOCITY):
train_eps = 1e-3 if train_eps is None else train_eps
sample_eps = 1e-3 if train_eps is None else sample_eps
train_eps_new = 1e-3 if train_eps is None else train_eps
sample_eps_new = 1e-3 if train_eps is None else sample_eps
train_eps, sample_eps = train_eps_new, sample_eps_new
else: # velocity & [GVP, LINEAR] is stable everywhere
train_eps = 0
sample_eps = 0
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