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df4fc636
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df4fc636
authored
1月 08, 2011
作者:
James Bergstra
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did TODO in Fibby doc (extending theano)
上级
5a4d2ad0
隐藏空白字符变更
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1 个修改的文件
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15 行增加
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6 行删除
+15
-6
fibby.txt
doc/extending/fibby.txt
+15
-6
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doc/extending/fibby.txt
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df4fc636
...
@@ -87,12 +87,21 @@ The base class (Op) says two objects are equal if (and only if)
...
@@ -87,12 +87,21 @@ The base class (Op) says two objects are equal if (and only if)
they are the same object.
they are the same object.
Writing these boilerplate definitions ensures that the logic of the equality comparison is always explicit.
Writing these boilerplate definitions ensures that the logic of the equality comparison is always explicit.
TODO: I think an example of the following, where we want them to compare equal,
It is an essential part of the OP CONTRACT (TODO LINK) that if two Ops compare
and when we don't, would be very illustrative. This is a good way to develop
equal, then they must compute the same result when presented with the same
the OP CONTRACT.
inputs. Here, if we allocated another instance of ``Fibby`` by typing ``fibby2
= Fibby()`` then we would have two Ops that behave identically.
Ops constructed from the same class but with different constructors to the
arguments, these Ops might or might not compare equal.
When should the implementation of ``__eq__`` be more complicated?
If ``Fibby.__init__`` had parameters, then we could
have configured ``fibby2`` differently from ``fibby`` by passing different
arguments to the constructor. If we had done that, and if that different
configuration made ``fibby2`` compute different results from ``fibby`` (for the
same inputs) then we would have to add logic to the ``__eq__`` and ``__hash__``
function so that he two ``Fibby`` Ops would *not be equal*. The reason why: Theano's merge
optimization looks for Ops comparing equal and merges them. If two Ops compare
equal but don't always produce equal results from equal inputs, then you might
see wrong calculation.
The ``make_node`` method creates a node to be included in the expression graph.
The ``make_node`` method creates a node to be included in the expression graph.
...
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