Method load

rnn_class/srn_language.py:128–142

(filename, activation)

    @staticmethod
    def load(filename, activation):
        # TODO: would prefer to save activation to file too
        npz = np.load(filename)
        We = npz['arr_0']
        Wx = npz['arr_1']
        Wh = npz['arr_2']
        bh = npz['arr_3']
        h0 = npz['arr_4']
        Wo = npz['arr_5']
        bo = npz['arr_6']
        V, D = We.shape
        _, M = Wx.shape
        rnn = SimpleRNN(D, M, V)
        rnn.set(We, Wx, Wh, bh, h0, Wo, bo, activation)
        return rnn

    def set(self, We, Wx, Wh, bh, h0, Wo, bo, activation):
        self.f = activation