compile – Transforming Expression Graphs to Functions
function - defines theano.function
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Variable with Storage that is shared between functions that it appears in. These variables are meant to be created by registered shared constructors (see shared_constructor()).
The user-friendly constructor is shared()
Read/write access to the [non-symbolic] value/data associated with this SharedVariable.
Changes to this value will be visible to all functions using this SharedVariable.
Parameters: |
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A container to use for this SharedVariable when it is an implicit function parameter.
Type: | class:Container |
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Return a SharedVariable Variable, initialized with a copy or reference of value.
This function iterates over constructor functions to find a suitable SharedVariable subclass. The suitable one is the first constructor that accept the given value.
This function is meant as a convenient default. If you want to use a specific shared variable constructor, consider calling it directly.
theano.shared is a shortcut to this function.
Note: | By passing kwargs, you effectively limit the set of potential constructors to those that can accept those kwargs. |
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Note: | Some shared variable have borrow as extra kwargs. See for detail. |
Note: | Some shared variable have broadcastable as extra kwargs. As shared variable shapes can change, all dimensions default to not being broadcastable, even if value has a shape of 1 along some dimension. This parameter allows you to create for example a row or column 2d tensor. |
A list of shared variable constructors that will be tried in reverse order.