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License: Apache License 2.0
Lightweight MCMC sampling for PyTorch Models aka My Corona Project
License: Apache License 2.0
While the sum of the log_prob of the data is mathematically correct, it should be scaled down to the mean due to numerical reasons. Gradients can quickly exceed numerical values of 1000 or more since the gradient of the log_prob of a large data batch is extremely large.
This additionally requires the appropriate downscaling of the prior as well in the optim class
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