Package crino :: Module module :: Class Concat

Class Concat

A Concat module computes its outputs in parallel, i.e. it subdivides its inputs in n ∈ ℕ parts of fixed sizes. The sum of the submodules inputs sizes must equal the total inputs size of the Concat.

Instance Methods

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__init__(self, mods=[], nInputs=None)
Constructs a new Concat container. source code

prepareGeometry(self)
Sets the outputs size for the Concat, and prepare the submodules internal geometry.

source code

prepareParams(self)
Initializes the params of the submodules.

source code

prepareOutput(self)
Computes the symbolic outputs of all the submodules, and concatenate them to get the complete outputs.

source code

Inherited from Container: add

Inherited from Module: criterionFunction, forward, forwardFunction, holdFunction, linkInputs, linkModule, prepare, prepareBackup, restoreFunction, save, trainFunction

Instance Variables

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Inherited from Container: modules

Inherited from Module: backupParams, inputs, nInputs, nOutputs, outputs, params, prepared

Method Details

[hide private]

init(self, mods=`[]`, nInputs=None)
(Constructor)

source code

Constructs a new Concat container.

Parameters:

mods (list) - A list of submodules to add to the concat. Each one will receive a part of the inputs.
nInputs (int) - The inputs size of the concat.

Overrides: Module.__init__