How to isolate an algorithm with CUDA

wyldfire: good point I should have brought that up! For my use case (neural network design) there was no divergence between threads so each kernel ran exactly the same path (the for loop is unrolled at runtime by the compiler) but if my if/else if block had divergent paths you would be correct.