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[Backport release/1.5.x] Bug fix: printing non-distributed data #1764

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Jan 21, 2025
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[Backport release/1.5.x] Bug fix: printing non-distributed data #1764

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5 changes: 4 additions & 1 deletion heat/core/printing.py
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Original file line number Diff line number Diff line change
Expand Up @@ -303,6 +303,9 @@ def _tensor_str(dndarray, indent: int) -> str:
# to do so, we slice up the torch data and forward it to torch internal printing mechanism
summarize = elements > get_printoptions()["threshold"]
torch_data = _torch_data(dndarray, summarize)
if not dndarray.is_distributed():
# let torch handle formatting on non-distributed data
# formatter gets too slow for even moderately large tensors
return torch._tensor_str._tensor_str(torch_data, indent)
formatter = torch._tensor_str._Formatter(torch_data)

return torch._tensor_str._tensor_str_with_formatter(torch_data, indent, summarize, formatter)
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