[FEATURE] WaveNet: Make layer1x1 (formerly 1x1) optional, rename .nam key "head_1x1" to "head1x1"
#214
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- Introduced a new test file `test_layer1x1.cpp` to validate the behavior of the Layer1x1 component in the WaveNet architecture. - Implemented multiple test cases to check both active and inactive states of Layer1x1, ensuring correct processing of inputs and outputs. - Added validation for error handling when the bottleneck does not match channels in inactive Layer1x1 configurations. - Enhanced tests to cover scenarios with grouped Layer1x1 convolutions and post-FiLM behavior, ensuring comprehensive coverage of the new functionality.
sdatkinson
changed the title
layer1x1 (formerly 1x1) optionallayer1x1 (formerly 1x1) optional, rename .nam key "head_1x1" to "head1x1"
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Rework the 1x1 that outputs to the skip connection and next layer so that it's optional and treated similarly to
head1x1where possible.There is one constraint that its output channels must be a specific size for the skip-connection, so
out_channelsisn't a configurable hyperparameter; otherwise, things are rather similar.Also fixing an annoying inconsistency between the .nam file and the code with "head1x1".
Resolves #213 .