We are very grateful to the reviewers for their insightful, thorough, and thoughtful reviews

We are very grateful to the reviewers for their insightful, thorough, and thoughtful reviews. We will also include additional low-level details in the paper. The models are indeed inferior in terms of latency on current hardware. R2: Resolution & Stride: As we discuss briefly in section 2.4, for the large scale experiments we consider a separate The number of output nodes is the channels that MobileNetV1 has for that resolution. Thank you for the relevant papers which we will include.