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# @package regularizer_context
# Module caffe2.python.regularizer_context
from caffe2.python import context
from caffe2.python.modifier_context import (
ModifierContext, UseModifierBase)
class RegularizerContext(ModifierContext, context.DefaultManaged):
"""
provide context to allow param_info to have different regularizers
"""
def has_regularizer(self, name):
return self._has_modifier(name)
def get_regularizer(self, name):
assert self.has_regularizer(name), (
"{} regularizer is not provided!".format(name))
return self._get_modifier(name)
class UseRegularizer(UseModifierBase):
'''
context class to allow setting the current context.
Example usage with layer:
regularizers = {'reg1': reg1, 'reg2': reg2}
with UseRegularizer(regularizers):
reg = RegularizerContext.current().get_regularizer('reg1')
layer(reg=reg)
'''
def _context_class(self):
return RegularizerContext
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