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Fix interest points list in MP to exclude outputs #862

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Nov 21, 2023
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Fix interest points list in MP to exclude outputs #862

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6 changes: 2 additions & 4 deletions model_compression_toolkit/core/common/mixed_precision/sensitivity_evaluation.py
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Original file line number Diff line number Diff line change
Expand Up @@ -474,10 +474,8 @@ def get_mp_interest_points(graph: Graph,

interest_points_nodes = bound_num_interest_points(ip_nodes, num_ip_factor)

# We add output layers of the model to interest points
# in order to consider the model's output in the distance metric computation (and also to make sure
# all configurable layers are included in the configured mp model for metric computation purposes)
output_nodes = get_output_nodes_for_metric(graph)
# We exclude output nodes from the set of interest points since they are used separately in the sensitivity evaluation.
output_nodes = [n.node for n in graph.get_outputs()]

interest_points = [n for n in interest_points_nodes if n not in output_nodes]

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