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I am building an autoencoder for 3D images and would like to use Depthwise convolutions. For the encoder, I found an implementation of a depthwise 3D convolutional layer (DepthwiseConv3D).

For the decoder, I need a DepthwiseConv3DTranspose layer.

I did not find an implementation of this anywhere. I read that "a deconvolution layer performs also convolution".

This made me think: is it possible to choose parameters so that DepthwiseConv3D performs a transposed convolution?

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