We propose FastGAT , a method
This results in a per - epoch time
We propose FastGAT , a method to make attention based GNNs lightweight by using spectral sparsification to generate an optimal pruning of the input graph .
This results in a per - epoch time that is almost linear in the number of graph nodes as opposed to quadratic .