Hierarchical lstm prediction for variable length

Question

I have the hierarchical input data in format -

input_x  = [[1,2,11] , [0, 22, 33] , [0,44,10] , [9,1,32]]
target_x = [0.2 , 0.4 , 0.7 ,0.3]

Curre