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Ran in the same problem and I am writing this comment just to remind the author (after one year) to react on this.
A repository with 530 stars should be maintained better.
The iterative updates of nb_filter are never used:
Line 164+: x = conv_block(concat_feat, stage, branch, growth_rate, dropout_rate, weight_decay)
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