how to load pretrained LSTM models weights in Tensorflow

I want to implement a LSTM model with pretrained weights in Tensorflow. These weights may come from Caffee or Torch.
I found there are LSTM cells in file rnn_cell.py, such as rnn_cell.BasicLSTMCell and rnn_cell.MultiRNNCell. But how can I load the pretrained weights for there LSTM cells.