K (size 10,10)*y1(size None,10)

K: <tf.Variable 'K:0' shape=(10, 10) dtype=float32>
y1: Tensor("y1:0", shape=(None, 10), dtype=float32)
Output: y1_next Tensor("Mul_1:0", shape=(10, 10), dtype=float32)