gpu is not really used

hi,

I am trying to use SampleRNN on a g3 aws instance, with the tensorflow_p27 env.
When I launch run.sh, the gpu memory is used only partially ( 670MiB out of  7618MiB, not even 10%) and the GPU % is at 0%.

How can I improve this situation?