# Copyright (c) 2016-present, Facebook, Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. ############################################################################## # @package modifier_context # Module caffe2.python.modifier_context from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals DEFAULT_MODIFIER = 'DEFAULT' class ModifierContext(object): """ provide context to allow param_info to have different modifiers """ def __init__(self): self._modifiers = {} self._modifiers_list = [] def _rebuild_modifiers(self): self._modifiers = {} for m in self._modifiers_list: self._modifiers.update(m) def _has_modifier(self, name): return name in self._modifiers def _get_modifier(self, name): return self._modifiers.get(name) def push_modifiers(self, modifiers): # modifier override is allowed self._modifiers_list.append(modifiers) self._modifiers.update(modifiers) def pop_modifiers(self): assert len(self._modifiers_list) > 0 self._modifiers_list.pop() self._rebuild_modifiers() class UseModifierBase(object): ''' context class to allow setting the current context. Example useage with layer: modifiers = {'modifier1': modifier1, 'modifier2': modifier2} with Modifiers(modifiers): modifier = ModifierContext.current().get_modifier('modifier1') layer(modifier=modifier) ''' def __init__(self, modifier_or_dict): if isinstance(modifier_or_dict, dict): self._modifiers = modifier_or_dict else: self._modifiers = {DEFAULT_MODIFIER: modifier_or_dict} def _context_class(self): raise NotImplementedError def __enter__(self): self._context_class().current().push_modifiers(self._modifiers) return self def __exit__(self, type, value, traceback): self._context_class().current().pop_modifiers()