代码语言:javascript复制
def arg_scope(list_ops_or_scope, **kwargs):
if isinstance(list_ops_or_scope, dict):
# Assumes that list_ops_or_scope is a scope that is being reused.
if kwargs:
raise ValueError('When attempting to re-use a scope by suppling a'
'dictionary, kwargs must be empty.')
current_scope = list_ops_or_scope.copy()
try:
_get_arg_stack().append(current_scope)
yield current_scope
finally:
_get_arg_stack().pop()
else:
# Assumes that list_ops_or_scope is a list/tuple of ops with kwargs.
if not isinstance(list_ops_or_scope, (list, tuple)):
raise TypeError('list_ops_or_scope must either be a list/tuple or reused '
'scope (i.e. dict)')
try:
current_scope = current_arg_scope().copy()
for op in list_ops_or_scope:
key = arg_scope_func_key(op)
if not has_arg_scope(op):
raise ValueError('%s is not decorated with @add_arg_scope',
_name_op(op))
if key in current_scope:
current_kwargs = current_scope[key].copy()
current_kwargs.update(kwargs)
current_scope[key] = current_kwargs
else:
current_scope[key] = kwargs.copy()
_get_arg_stack().append(current_scope)
yield current_scope
finally:
_get_arg_stack().pop()
存储给定list_ops集合的默认参数。
参数:
- list_ops_or_scope:为包含当前范围的字典设置参数范围的操作的列表或元组。当list_ops_or_scope是dict时,kwargs必须为空。当list_ops_or_scope是一个列表或元组时,其中的每个op都需要用@add_arg_scope修饰才能工作。
- **kwargs: keyword=value,它将为list_ops中的每个操作定义默认值。所有的ops都需要接受给定的一组参数。**kwargs:current_scope是{op: {arg: value}}的字典。
返回值:
- yield:current_scope是{op: {arg: value}}的字典
可能产生的异常:
代码语言:javascript复制TypeError: if list_ops is not a list or a tuple.
ValueError: if any op in list_ops has not be decorated with @add_arg_scope.