Rahul Mehta

How many copies of the neural networks are created during inference?

5

I'm trying to figure ow many copies of the neural networks are created during inference as the memory requirements after 20 rounds go from 6 GB (rounds 1-10) to 24...

Creating an embedding net with batchnorm 1D fails due to check of embedding net outputsize

2

When initializing and building the initial flow, these statements can raise exceptions, https://github.com/mackelab/sbi/blob/0fcf9842c9515fc089ea464fb11359d4c19c7331/sbi/neural_nets/flow.py#L59 When an embedding net with batchnorm1D is used, batchnorm expects a batch of inputs. Is it not...

log_prob fails for Restricted Prior when sampling with SIR

8

I am trying to use a restricted prior as a proposal and when creating it with the parameter SIR the process_prior function fails because it cannot calculate the log prob....