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Support sharding for get_parameter_overview #337

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6 changes: 4 additions & 2 deletions clu/parameter_overview.py
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Original file line number Diff line number Diff line change
Expand Up @@ -259,15 +259,17 @@ def _get_parameter_overview(
def get_parameter_overview(
params: _ParamsContainer,
*,
include_stats: bool = True,
include_stats: bool | str = True,
max_lines: int | None = None,
) -> str:
"""Returns a string with variables names, their shapes, count.

Args:
params: Dictionary with parameters as NumPy arrays. The dictionary can be
nested.
include_stats: If True, add columns with mean and std for each variable.
include_stats: If True, add columns with mean and std for each variable. If
the string "global", params are sharded global arrays and this function
assumes it is called on every host, i.e. can use collectives.
max_lines: If not `None`, the maximum number of variables to include.

Returns:
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