Created by: yeyupiaoling

我定义了以下一个网络，但这个算不算一个长短期记忆网络呢？

def lstm_net(data, input_dim, class_dim, emb_dim, hid_dim):
    emb = fluid.layers.embedding(input=data, size=[input_dim, emb_dim], is_sparse=True)

    fc1 = fluid.layers.fc(input=emb, size=hid_dim)
    lstm1, _ = fluid.layers.dynamic_lstm(input=fc1, size=hid_dim)

    fc2 = fluid.layers.sequence_pool(input=fc1, pool_type='max')
    lstm2 = fluid.layers.sequence_pool(input=lstm1, pool_type='max')

    out = fluid.layers.fc(input=[fc2, lstm2], size=class_dim, act='softmax')
    return out