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Omit scalar weight #424

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merged 4 commits into from
Feb 5, 2024
Merged

Omit scalar weight #424

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227bdc2
ommit scalar weights:
horheynm Feb 2, 2024
d353357
remove unwanted files
horheynm Feb 2, 2024
6137ef2
comment
horheynm Feb 5, 2024
38234e5
Update src/sparsezoo/utils/onnx/analysis.py
horheynm Feb 5, 2024
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5 changes: 4 additions & 1 deletion src/sparsezoo/utils/onnx/analysis.py
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Original file line number Diff line number Diff line change
Expand Up @@ -385,12 +385,15 @@ def get_node_weight(
:param node: node to which parameter belongs to
:return: a numpy array of param value, None if not found
"""

initializer_name = get_node_weight_name(model_graph, node)
weight = get_initializer_value(model_graph, node, initializer_name)

if initializer_name is not None and weight is None and node.op_type != "Gather":
raise Exception(f"Parameter for {node.name} not found")

# some weights are not accessible, and returns the zero_points, which are scalars
if weight is not None and weight.ndim in [0, 1]:
return None
return weight


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