def fc()

in encoder.py [0:0]

• 14 lines of code
• 4 McCabe index (conditional complexity)

def fc(x, nout, act, wn=False, bias=True, scope='fc'):
    with tf.variable_scope(scope):
        nin = x.get_shape()[-1].value
        w = tf.get_variable("w", [nin, nout], initializer=load_params)
        if wn:
            g = tf.get_variable("g", [nout], initializer=load_params)
        if wn:
            w = tf.nn.l2_normalize(w, dim=0) * g
        z = tf.matmul(x, w)
        if bias:
            b = tf.get_variable("b", [nout], initializer=load_params)
            z = z+b
        h = act(z)
        return h