hcan-pytorch

hierarchical convolutional attention networks for text classification

from models import Proto_CNN as HCAN

model = HCAN(input_dim, hidden_dim, kernel_dim,
             sent_maxlen, dropout_rate, num_emb, pretrained_weight)

if you don't have pretrained_weight, you should modify the Class Proto to pretrained_weight optional.

logtis = model(x, None)

second variable is length of x, l. However, since this variable is no longer needed, insert None.
xis index of words.