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Add broadcast functionality to FFN component #9
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The Fully Connected NN will operate only on the last dimension of the input tensor:
[dim 0, dim 1, ..., dim n-2, input dim] -> [dim 0, dim 1, ..., dim n-2, output dim]
The total number of dimensions has to be explicitly set in the config of the FFN, where 2 is the default value for the case [Batch size, input dim].