flops != runtime. While theoretical flops are improved, actual practical runtime depends on how the GPUs are occupied, whether densenets can hit GPU theoretical peak flops, etc. Considering these, I expect a 25% improvement to easily be masked behind the more complicated kernel launch pattern.