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7 changes: 5 additions & 2 deletions python/paddle/v2/parameters.py
Original file line number Diff line number Diff line change
Expand Up @@ -383,19 +383,22 @@ def from_tar(f):
params.deserialize(param_name, f)
return params

def init_from_tar(self, f):
def init_from_tar(self, f, exclude_params=[]):
"""
Different from `from_tar`, this interface can be used to
init partial network parameters from another saved model.

:param f: the initialized model file.
:type f: tar file
:param exclude_params: the names of parameters that should
not be initialized from the model file.
:type exclude_params: list of strings
:return: Nothing.
"""

tar_param = Parameters.from_tar(f)
for pname in tar_param.names():
if pname in self.names():
if pname in self.names() and pname not in exclude_params:
self.set(pname, tar_param.get(pname))


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