Old question, but may help others.
Try to close interactive sessions active in other processes (if IPython Notebook – just restart kernels). This helped me!
Additionally, I use this code to close local sessions in this kernel during experiments:
if 'session' in locals() and session is not None:
print('Close interactive session')
session.close()