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pytensor
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09fb5eba
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09fb5eba
authored
1月 21, 2010
作者:
gdesjardins
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function.txt
doc/library/compile/function.txt
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doc/library/compile/function.txt
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09fb5eba
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@@ -94,7 +94,7 @@ Reference
:type outputs: list of Variables or Out instances
:param outputs: expressions to compute.
:type mode: None, string or :class:`Mode` instance.
:param mode: compilation mode
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@@ -103,16 +103,22 @@ Reference
List, tuple or dict.
:param updates: expressions for new :class:`SharedVariable` values
:type givens: iterable over pairs (Var1, Var2) of Variables.
:type givens: iterable over pairs (Var1, Var2) of Variables.
List, tuple or dict. The Var1
and Var2 in each pair must have the same Type.
:param givens: specific substitutions to make in the
computation graph (Var2 replaces Var1).
:param givens: specific substitutions to make in the
computation graph (Var2 replaces Var1).
:param name: an optional name for this function.
:type no_default_updates: either bool or list of Variables
:param no_default_updates:
if True, do not perform any automatic update on Variables.
If False (default), perform them all.
Else, perform automatic updates on all Variables that are
neither in ``updates`` nor in ``no_default_updates``.
:param name: an optional name for this function.
The profile mode will print the time spent in this function.
:rtype: Function instance
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@@ -121,7 +127,7 @@ Reference
and update the implicit function arguments according to the `updates`.
Inputs can be given as variables or Param instances.
Inputs can be given as variables or Param instances.
:class:`Param` instances also have a variable, but they attach some extra
information about how call-time arguments corresponding to that variable
should be used. Similarly, :class:`Out` instances can attach information
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@@ -138,6 +144,13 @@ Reference
if you give two update expressions for the same SharedVariable input (that
doesn't make sense).
If a SharedVariable is not given an update expression, but has a
``default_update`` member containing an expression, this expression
will be used as the update expression for this variable. Passing
``no_default_updates=True`` to ``function`` disables this behavior
entirely, passing ``no_default_updates=[sharedvar1, sharedvar2]``
disables it for the mentionned variables.
Regarding givens: Be careful to make sure that these substitutions are
independent--behaviour when Var1 of one pair appears in the graph leading
to Var2 in another expression is undefined. Replacements specified with
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