Getting zero value fused feature

I am running this code  for compact bilinear pooling. I have 18000 data points but for some values I am getting zero output vector. My inputs are of shape 1024, 1440 and output shape is 1024. Inputs are not very small and rages from 0 to 1e-2. Please help 