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We need this because of the numerical issues with pytorch's softplus. While creating conditional probability we need to concatenate, take volume, and split again.
Optional step: Find the failure points: on what shapes and values does this happen?
First step: Profile the difference between applying softplus on two tensors or applying softplus on their concatenation and split it. Profile both runtime and memory usage.
The text was updated successfully, but these errors were encountered:
We need this because of the numerical issues with pytorch's softplus. While creating conditional probability we need to concatenate, take volume, and split again.
Optional step: Find the failure points: on what shapes and values does this happen?
First step: Profile the difference between applying softplus on two tensors or applying softplus on their concatenation and split it. Profile both runtime and memory usage.
The text was updated successfully, but these errors were encountered: