Fix a bug in freezing the concept embeddings #14
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(Contributed by @zuluzazu) The concept embeddings have already been frozen when instantiating the model with
freeze_ent_emb=args.freeze_ent_emb
. Addingfreeze_net(model.decoder.concept_emb)
could addtionally freezeself.cpt_transform = nn.Linear(concept_in_dim, concept_out_dim)
in theCustomizedEmbedding
object, which is not desired.