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Fix padding calculation #1993

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Merged
fehiepsi merged 4 commits into from
Mar 6, 2025
Merged

Fix padding calculation #1993

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6e81986
Fix pad calculation
tare Feb 20, 2025
37f07e0
Update paths to data files (#1996)
fehiepsi Mar 6, 2025
6d0d0ab
Add `sum_sites` option to sum loss over sites or return as dict. (#1995)
tillahoffmann Mar 6, 2025
f3b419b
Improve rng default in the `contrib/model.py` module (#1992)
Mar 6, 2025
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2 changes: 1 addition & 1 deletion numpyro/util.py
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Original file line number Diff line number Diff line change
Expand Up @@ -438,7 +438,7 @@ def soft_vmap(
# it is better to catch OOM error and reduce chunk_size by half until OOM disappears.
chunk_size = batch_size if chunk_size is None else min(batch_size, chunk_size)
if chunk_size > 1:
pad = chunk_size - (batch_size % chunk_size)
pad = chunk_size - batch_size % chunk_size if batch_size % chunk_size else 0
xs = jax.tree.map(
lambda x: jnp.pad(x, ((0, pad),) + ((0, 0),) * (np.ndim(x) - 1)), xs
)
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