提交 872799cd authored 作者: carriepl's avatar carriepl

Add section on navigating between Scan inputs and outputs

上级 d2611b94
...@@ -214,3 +214,47 @@ The Scan op also defines a few helper functions for this purpose, such as ...@@ -214,3 +214,47 @@ The Scan op also defines a few helper functions for this purpose, such as
`inner_nitsot_outs()` or `mitmot_out_taps()`, but they are often poorly `inner_nitsot_outs()` or `mitmot_out_taps()`, but they are often poorly
documented and easy to misuse. These should be used with great care. documented and easy to misuse. These should be used with great care.
Navigating between outer inputs/outputs and inner inputs/outputs
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Navigation between these four sets of variables can be done in two ways,
depending on the type of navigation that is required.
If the goal is to navigate between variables that are associated with the same
states (ex : going from an outer sequence input to the corresponding inner
sequence input, going from an inner output associated with a recurrent state
to the inner input(s) associated with that same recurrent state, etc.), then
the `var_mappings` attribute of the Scan op can be used.
This attribute is a dictionnary with 12 {key/value} pairs. The keys are listed
below :
* "outer_inp_from_outer_out"
* "inner_inp_from_outer_out"
* "inner_out_from_outer_out"
* "inner_inp_from_outer_inp"
* "inner_out_from_outer_inp"
* "outer_out_from_outer_inp"
* "outer_inp_from_inner_inp"
* "inner_out_from_inner_inp"
* "outer_out_from_inner_inp"
* "outer_inp_from_inner_out"
* "inner_inp_from_inner_out"
* "outer_out_from_inner_out"
Every corresponding value is a dictionary detailing a mapping from one set of
variables to another. For each of those dictionaries the keys are indices of
variables in one set and the values are the indices of the corresponding
variables in another set. For mappings to outer variables, the values are
individual indices or -1 if there is not corresponding outer variable.
For mappings to inner variables, the values are list of indices because
multiple inner variables may be associated with the same state.
If the goal is to navigate between variables that are *connected* (meaning
that one of them is used to compute the other), the methods
`connection_pattern()` and `inner_connection_pattern()` can be used.
The method `connection_pattern()` returns a list of list detailing, for every
pair of outer input and outer output whether they are connected or not. The
method `inner_connection_pattern()` accomplishes the same goal but for every
possible pair of inner output and inner input.
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