I have these vectors returned as part of running dmn_test.py after training.
[array([14, 5, 8, 14, 14, 16, 20, 19, 16, 5, 8, 5, 8, 14, 16, 20, 16, 8, 8, 16, 8, 14, 16, 8, 5, 14, 16, 16, 5, 16, 20, 20, 14, 19, 19, 20, 16, 5, 14, 8, 14, 16, 19, 20, 20, 5, 19, 20, 8, 16, 20, 8, 19, 5, 19, 5, 19, 19, 16, 16, 19, 19, 14, 14, 19, 5, 16, 5, 14, 5, 14, 19, 16, 16, 8, 16, 8, 20, 8, 20, 16, 20, 8, 16, 16, 19, 5, 16, 20, 8, 5, 20, 16, 19, 16, 19, 19, 14, 8, 14])] [array([ 5, 19, 19, 19, 16, 19, 20, 16, 14, 14, 16, 5, 5, 14, 19, 20, 20, 19, 14, 20, 8, 8, 5, 20, 14, 20, 8, 20, 19, 20, 16, 5, 14, 20, 16, 5, 20, 5, 20, 16, 8, 8, 5, 14, 5, 20, 8, 16, 19, 20, 8, 16, 5, 20, 8, 20, 8, 20, 19, 19, 5, 8, 20, 14, 19, 5, 5, 19, 20, 14, 5, 5, 19, 8, 14, 16, 20, 5, 16, 8, 19, 14, 8, 8, 8, 8, 5, 16, 19, 20, 14, 20, 20, 20, 16, 16, 14, 14, 5, 8])] [array([ 5, 20, 5, 16, 16, 14, 19, 19, 5, 5, 20, 20, 19, 16, 5, 16, 5, 5, 20, 16, 14, 20, 20, 19, 8, 14, 20, 5, 16, 19, 19, 8, 5, 5, 16, 8, 8, 14, 20, 8, 8, 20, 8, 20, 19, 5, 5, 5, 19, 20, 16, 5, 5, 16, 20, 5, 5, 16, 8, 16, 14, 8, 19, 16, 8, 19, 14, 5, 20, 16, 19, 5, 5, 16, 16, 16, 19, 8, 5, 16, 5, 20, 19, 8, 19, 5, 16, 20, 19, 14, 19, 14, 14, 19, 20, 16, 5, 8, 19, 14])] [array([20, 19, 19, 5, 14, 16, 16, 5, 16, 8, 5, 19, 5, 19, 20, 16, 8, 8, 8, 8, 16, 5, 16, 16, 20, 20, 19, 8, 20, 14, 14, 20, 19, 20, 14, 19, 20, 14, 16, 8, 19, 14, 5, 14, 14, 14, 8, 5, 20, 19, 8, 16, 20, 16, 20, 20, 8, 16, 5, 20, 8, 16, 16, 16, 5, 19, 14, 8, 20, 20, 8, 19, 16, 16, 8, 20, 8, 16, 8, 20, 5, 16, 8, 5, 14, 20, 8, 5, 5, 8, 8, 16, 8, 16, 16, 20, 5, 19, 16, 5])] [array([ 5, 19, 16, 5, 16, 19, 14, 16, 19, 19, 20, 14, 8, 19, 14, 19, 8, 8, 14, 5, 19, 16, 16, 20, 16, 8, 5, 20, 19, 5, 19, 5, 8, 19, 5, 5, 5, 16, 14, 14, 14, 14, 5, 20, 20, 5, 19, 19, 8, 19, 8, 20, 19, 16, 19, 20, 5, 19, 16, 20, 16, 20, 8, 8, 14, 5, 19, 14, 19, 5, 19, 19, 14, 8, 19, 14, 19, 14, 20, 16, 5, 16, 8, 5, 16, 5, 16, 16, 19, 8, 16, 14, 20, 19, 20, 20, 20, 5, 8, 8])] [array([14, 8, 19, 5, 20, 8, 16, 19, 16, 5, 8, 5, 5, 5, 5, 8, 5, 5, 5, 20, 5, 20, 20, 8, 14, 14, 14, 14, 16, 14, 19, 19, 5, 19, 5, 14, 14, 14, 16, 16, 16, 19, 16, 14, 19, 19, 20, 8, 20, 19, 5, 14, 16, 20, 8, 16, 16, 19, 5, 5, 19, 5, 14, 8, 8, 14, 8, 16, 20, 16, 19, 19, 20, 14, 19, 19, 19, 5, 16, 14, 8, 8, 5, 20, 19, 14, 14, 8, 20, 14, 16, 5, 20, 14, 14, 8, 14, 8, 20, 19])] [array([ 8, 5, 19, 20, 16, 20, 16, 16, 20, 14, 5, 8, 14, 20, 20, 14, 14, 16, 8, 5, 20, 16, 16, 20, 19, 16, 19, 14, 20, 20, 8, 5, 16, 20, 20, 16, 8, 14, 20, 5, 8, 20, 8, 14, 19, 14, 14, 16, 14, 19, 14, 16, 20, 8, 14, 5, 20, 16, 16, 14, 5, 5, 8, 16, 14, 20, 14, 5, 8, 16, 8, 8, 20, 14, 19, 19, 16, 16, 8, 5, 8, 5, 19, 20, 20, 8, 19, 5, 5, 14, 19, 5, 16, 16, 16, 8, 20, 8, 20, 16])] [array([ 5, 19, 14, 14, 8, 20, 20, 5, 16, 14, 8, 16, 5, 5, 5, 8, 5, 19, 8, 14, 5, 14, 5, 16, 8, 20, 19, 20, 19, 14, 5, 8, 20, 16, 8, 16, 19, 19, 16, 20, 16, 5, 20, 14, 5, 16, 14, 16, 16, 5, 8, 14, 16, 20, 19, 5, 20, 19, 5, 14, 16, 14, 16, 20, 8, 16, 5, 14, 5, 19, 5, 16, 16, 14, 14, 16, 19, 16, 8, 19, 14, 14, 5, 19, 8, 5, 14, 16, 14, 5, 5, 5, 14, 20, 16, 20, 16, 8, 8, 8])] [array([19, 8, 14, 8, 16, 20, 8, 8, 16, 20, 16, 16, 14, 16, 8, 14, 16, 5, 16, 19, 14, 14, 19, 5, 5, 19, 14, 14, 8, 5, 5, 14, 14, 5, 5, 20, 20, 14, 5, 16, 8, 16, 8, 19, 14, 16, 16, 14, 16, 8, 16, 8, 5, 16, 16, 19, 8, 5, 19, 16, 14, 16, 8, 16, 8, 19, 8, 14, 20, 14, 14, 16, 16, 14, 16, 20, 16, 20, 16, 14, 5, 14, 20, 19, 20, 8, 5, 14, 16, 16, 5, 16, 16, 16, 8, 5, 8, 8, 5, 8])] [array([20, 16, 8, 16, 20, 16, 5, 20, 20, 14, 19, 19, 14, 16, 20, 20, 8, 5, 16, 16, 5, 14, 5, 14, 19, 14, 5, 8, 14, 5, 5, 16, 19, 8, 19, 19, 8, 14, 20, 16, 5, 19, 8, 8, 20, 20, 20, 20, 14, 19, 19, 20, 20, 8, 14, 20, 20, 5, 16, 16, 14, 8, 14, 8, 14, 19, 5, 5, 19, 5, 5, 5, 16, 8, 20, 8, 8, 14, 14, 19, 8, 19, 8, 5, 8, 5, 20, 14, 16, 8, 19, 20, 16, 14, 16, 8, 5, 5, 5, 19])]
Could you please help to figure-out a way to convert these vectors back to natural language?
Thank you.
I have these vectors returned as part of running dmn_test.py after training.
[array([14, 5, 8, 14, 14, 16, 20, 19, 16, 5, 8, 5, 8, 14, 16, 20, 16, 8, 8, 16, 8, 14, 16, 8, 5, 14, 16, 16, 5, 16, 20, 20, 14, 19, 19, 20, 16, 5, 14, 8, 14, 16, 19, 20, 20, 5, 19, 20, 8, 16, 20, 8, 19, 5, 19, 5, 19, 19, 16, 16, 19, 19, 14, 14, 19, 5, 16, 5, 14, 5, 14, 19, 16, 16, 8, 16, 8, 20, 8, 20, 16, 20, 8, 16, 16, 19, 5, 16, 20, 8, 5, 20, 16, 19, 16, 19, 19, 14, 8, 14])] [array([ 5, 19, 19, 19, 16, 19, 20, 16, 14, 14, 16, 5, 5, 14, 19, 20, 20, 19, 14, 20, 8, 8, 5, 20, 14, 20, 8, 20, 19, 20, 16, 5, 14, 20, 16, 5, 20, 5, 20, 16, 8, 8, 5, 14, 5, 20, 8, 16, 19, 20, 8, 16, 5, 20, 8, 20, 8, 20, 19, 19, 5, 8, 20, 14, 19, 5, 5, 19, 20, 14, 5, 5, 19, 8, 14, 16, 20, 5, 16, 8, 19, 14, 8, 8, 8, 8, 5, 16, 19, 20, 14, 20, 20, 20, 16, 16, 14, 14, 5, 8])] [array([ 5, 20, 5, 16, 16, 14, 19, 19, 5, 5, 20, 20, 19, 16, 5, 16, 5, 5, 20, 16, 14, 20, 20, 19, 8, 14, 20, 5, 16, 19, 19, 8, 5, 5, 16, 8, 8, 14, 20, 8, 8, 20, 8, 20, 19, 5, 5, 5, 19, 20, 16, 5, 5, 16, 20, 5, 5, 16, 8, 16, 14, 8, 19, 16, 8, 19, 14, 5, 20, 16, 19, 5, 5, 16, 16, 16, 19, 8, 5, 16, 5, 20, 19, 8, 19, 5, 16, 20, 19, 14, 19, 14, 14, 19, 20, 16, 5, 8, 19, 14])] [array([20, 19, 19, 5, 14, 16, 16, 5, 16, 8, 5, 19, 5, 19, 20, 16, 8, 8, 8, 8, 16, 5, 16, 16, 20, 20, 19, 8, 20, 14, 14, 20, 19, 20, 14, 19, 20, 14, 16, 8, 19, 14, 5, 14, 14, 14, 8, 5, 20, 19, 8, 16, 20, 16, 20, 20, 8, 16, 5, 20, 8, 16, 16, 16, 5, 19, 14, 8, 20, 20, 8, 19, 16, 16, 8, 20, 8, 16, 8, 20, 5, 16, 8, 5, 14, 20, 8, 5, 5, 8, 8, 16, 8, 16, 16, 20, 5, 19, 16, 5])] [array([ 5, 19, 16, 5, 16, 19, 14, 16, 19, 19, 20, 14, 8, 19, 14, 19, 8, 8, 14, 5, 19, 16, 16, 20, 16, 8, 5, 20, 19, 5, 19, 5, 8, 19, 5, 5, 5, 16, 14, 14, 14, 14, 5, 20, 20, 5, 19, 19, 8, 19, 8, 20, 19, 16, 19, 20, 5, 19, 16, 20, 16, 20, 8, 8, 14, 5, 19, 14, 19, 5, 19, 19, 14, 8, 19, 14, 19, 14, 20, 16, 5, 16, 8, 5, 16, 5, 16, 16, 19, 8, 16, 14, 20, 19, 20, 20, 20, 5, 8, 8])] [array([14, 8, 19, 5, 20, 8, 16, 19, 16, 5, 8, 5, 5, 5, 5, 8, 5, 5, 5, 20, 5, 20, 20, 8, 14, 14, 14, 14, 16, 14, 19, 19, 5, 19, 5, 14, 14, 14, 16, 16, 16, 19, 16, 14, 19, 19, 20, 8, 20, 19, 5, 14, 16, 20, 8, 16, 16, 19, 5, 5, 19, 5, 14, 8, 8, 14, 8, 16, 20, 16, 19, 19, 20, 14, 19, 19, 19, 5, 16, 14, 8, 8, 5, 20, 19, 14, 14, 8, 20, 14, 16, 5, 20, 14, 14, 8, 14, 8, 20, 19])] [array([ 8, 5, 19, 20, 16, 20, 16, 16, 20, 14, 5, 8, 14, 20, 20, 14, 14, 16, 8, 5, 20, 16, 16, 20, 19, 16, 19, 14, 20, 20, 8, 5, 16, 20, 20, 16, 8, 14, 20, 5, 8, 20, 8, 14, 19, 14, 14, 16, 14, 19, 14, 16, 20, 8, 14, 5, 20, 16, 16, 14, 5, 5, 8, 16, 14, 20, 14, 5, 8, 16, 8, 8, 20, 14, 19, 19, 16, 16, 8, 5, 8, 5, 19, 20, 20, 8, 19, 5, 5, 14, 19, 5, 16, 16, 16, 8, 20, 8, 20, 16])] [array([ 5, 19, 14, 14, 8, 20, 20, 5, 16, 14, 8, 16, 5, 5, 5, 8, 5, 19, 8, 14, 5, 14, 5, 16, 8, 20, 19, 20, 19, 14, 5, 8, 20, 16, 8, 16, 19, 19, 16, 20, 16, 5, 20, 14, 5, 16, 14, 16, 16, 5, 8, 14, 16, 20, 19, 5, 20, 19, 5, 14, 16, 14, 16, 20, 8, 16, 5, 14, 5, 19, 5, 16, 16, 14, 14, 16, 19, 16, 8, 19, 14, 14, 5, 19, 8, 5, 14, 16, 14, 5, 5, 5, 14, 20, 16, 20, 16, 8, 8, 8])] [array([19, 8, 14, 8, 16, 20, 8, 8, 16, 20, 16, 16, 14, 16, 8, 14, 16, 5, 16, 19, 14, 14, 19, 5, 5, 19, 14, 14, 8, 5, 5, 14, 14, 5, 5, 20, 20, 14, 5, 16, 8, 16, 8, 19, 14, 16, 16, 14, 16, 8, 16, 8, 5, 16, 16, 19, 8, 5, 19, 16, 14, 16, 8, 16, 8, 19, 8, 14, 20, 14, 14, 16, 16, 14, 16, 20, 16, 20, 16, 14, 5, 14, 20, 19, 20, 8, 5, 14, 16, 16, 5, 16, 16, 16, 8, 5, 8, 8, 5, 8])] [array([20, 16, 8, 16, 20, 16, 5, 20, 20, 14, 19, 19, 14, 16, 20, 20, 8, 5, 16, 16, 5, 14, 5, 14, 19, 14, 5, 8, 14, 5, 5, 16, 19, 8, 19, 19, 8, 14, 20, 16, 5, 19, 8, 8, 20, 20, 20, 20, 14, 19, 19, 20, 20, 8, 14, 20, 20, 5, 16, 16, 14, 8, 14, 8, 14, 19, 5, 5, 19, 5, 5, 5, 16, 8, 20, 8, 8, 14, 14, 19, 8, 19, 8, 5, 8, 5, 20, 14, 16, 8, 19, 20, 16, 14, 16, 8, 5, 5, 5, 19])]Could you please help to figure-out a way to convert these vectors back to natural language?
Thank you.