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Active site are defined as non-zero sites in the input. Later through the network, active site can become zero without being deactivated.
The line at 67 catches the cases, in which active sites became zero through the network update (which happens a lot due to ReLU).
update_location_indices includes non-zero sites. But it only considers the sites, which did change from one timestep to the other. Hence, both lines are necessary to get the active site map of the whole activation map
rpg_asynet/layers/conv_layer_2D.py
Line 67 in e11c0a5
rpg_asynet/layers/conv_layer_2D.py
Line 65 in e11c0a5
i think the cases in line 65 is included in line 67.
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