提交 579a4c49 authored 作者: james@crane's avatar james@crane

maybe code blocks are like this...

上级 a7da6e8d
...@@ -244,7 +244,7 @@ class PureType(object): ...@@ -244,7 +244,7 @@ class PureType(object):
class Type(object2, PureType, CLinkerType): class Type(object2, PureType, CLinkerType):
"""Convenience wrapper combining `PureType` and `CLinkerType`. """Convenience wrapper combining `PureType` and `CLinkerType`.
Theano comes with several subclasses of {{{theano.type}}} such as: Theano comes with several subclasses of such as:
- `Generic`: for any python type - `Generic`: for any python type
...@@ -255,7 +255,7 @@ class Type(object2, PureType, CLinkerType): ...@@ -255,7 +255,7 @@ class Type(object2, PureType, CLinkerType):
But you are encouraged to write your own, as described in WRITEME. But you are encouraged to write your own, as described in WRITEME.
In the following code: In the following code:
.. code-block:: python .. python::
# Note: tensor.fvector is a Type (subtype Tensor) instance # Note: tensor.fvector is a Type (subtype Tensor) instance
# Declare a symbolic floating-point vector using __call__ # Declare a symbolic floating-point vector using __call__
b = tensor.fvector() b = tensor.fvector()
...@@ -265,14 +265,13 @@ class Type(object2, PureType, CLinkerType): ...@@ -265,14 +265,13 @@ class Type(object2, PureType, CLinkerType):
Whenever you create a symbolic variable in theano (technically, `Result`) it will contain Whenever you create a symbolic variable in theano (technically, `Result`) it will contain
a reference to a Type instance. a reference to a Type instance. That reference is typically constant during the lifetime
That reference is typically constant during the lifetime of the Result. of the Result. Many variables can refer to a single Type instance, as do b and c above.
Many variables can refer to a single Type instance, as do b and c above. The Type instance defines the kind of value which might end up in that variable when
The Type instance defines the kind of value which might end up in that variable when executing a executing a `Function`. In this sense, theano is like a strongly-typed language because
`Function`. In this sense, theano is like a strongly-typed language because the types are the types are included in the graph before the values. In our example above, b is a
included in the graph before the values. In Result which is guaranteed to corresond to a numpy.ndarray of rank 1 when we try to do
our example above, b is a Result which is guaranteed to corresond to a some computations with it.
numpy.ndarray of rank 1 when we try to do some computations with it.
Many `Op` instances will raise an exception if they are applied to inputs with incorrect Many `Op` instances will raise an exception if they are applied to inputs with incorrect
types. Type references are also useful to do type-checking in pattern-based optimizations. types. Type references are also useful to do type-checking in pattern-based optimizations.
......
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