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Fixup for process_x in EnsemblePosterior #1148

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Apr 23, 2024
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Fixup for process_x in EnsemblePosterior #1148

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4 changes: 3 additions & 1 deletion sbi/inference/posteriors/ensemble_posterior.py
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Original file line number Diff line number Diff line change
Expand Up @@ -242,7 +242,9 @@
`EnsemblePosterior` that will use a default `x` when not explicitly
passed.
"""
self._x = x.to(self._device)
self._x = process_x(

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sbi/inference/posteriors/ensemble_posterior.py#L245 

Added line #L245 was not covered by tests
x, x_event_shape=None, allow_iid_x=self.potential_fn.allow_iid_x
).to(self._device)

for posterior in self.posteriors:
posterior.set_default_x(x)
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