def load(name, prefix):
lstm = LSTM.__new__(LSTM)
lstm.name_ = name
lstm.pwxh_ = Parameter.load(prefix + name + "_wxh.param")
lstm.pwhh_ = Parameter.load(prefix + name + "_whh.param")
lstm.pbh_ = Parameter.load(prefix + name + "_bh.param")
lstm.out_size_ = lstm.pbh_.shape()[0] / 4
return lstm
def load(name, prefix):
encdec = EncoderDecoder.__new__(EncoderDecoder)
encdec.name_ = name
encdec.psrc_lookup_ = Parameter.load(prefix + name +
"_src_lookup.param")
encdec.ptrg_lookup_ = Parameter.load(prefix + name +
"_trg_lookup.param")
encdec.pwhy_ = Parameter.load(prefix + name + "_why.param")
encdec.pby_ = Parameter.load(prefix + name + "_by.param")
encdec.src_lstm_ = LSTM.load(name + "_src_lstm", prefix)
encdec.trg_lstm_ = LSTM.load(name + "_trg_lstm", prefix)
with open(prefix + name + ".config", "r") as ifs:
encdec.dropout_rate_ = float(ifs.readline())
return encdec
def load(name, prefix):
encdec = EncoderDecoder.__new__(EncoderDecoder)
encdec.name_ = name
encdec.psrc_lookup_ = Parameter.load(prefix + name +
"_src_lookup.param")
encdec.ptrg_lookup_ = Parameter.load(prefix + name +
"_trg_lookup.param")
encdec.pwhj_ = Parameter.load(prefix + name + "_whj.param")
encdec.pbj_ = Parameter.load(prefix + name + "_bj.param")
encdec.pwjy_ = Parameter.load(prefix + name + "_wjy.param")
encdec.pby_ = Parameter.load(prefix + name + "_by.param")
encdec.src_fw_lstm_ = LSTM.load(name + "_src_fw_lstm", prefix)
encdec.src_bw_lstm_ = LSTM.load(name + "_src_bw_lstm", prefix)
encdec.trg_lstm_ = LSTM.load(name + "_trg_lstm", prefix)
encdec.embed_size_ = encdec.pbj_.shape()[0]
with open(prefix + name + ".config", "r", encoding="utf-8") as f:
encdec.dropout_rate_ = float(f.readline())
return encdec