Solved by Narine in post #6 
              
              
                @nareshr8, you can reduce n_samples to limit the number of perturbed examples and n_steps to reduce the number of integral approximation steps. 
With our recent improvements (the PR got merged a couple of days ago) you should be able to adjust internal_batch_size and run IG for very large number of …