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Log sum likelihood in Pytorch

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I have just started working with Pytorch and ML stuff. I have a loss function as below:

Loss function

I guess I can implement the first term with nn.GaussianNLLLoss, but does anyone know how can I implement the second term which is the log of sum gaussian likelihood?

pytorch neural-network loss-function log-likelihood
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