This week, I revisited the cpu and gpu benchmarking files and modified them in order to reflect the changes made to all of the models. We decided to remove MaxPool/Flatten/Convolution layers from our models since implementing these layers in hardware turned out to be more work than we had originally planned for. I also had to make some modifications to the serialization as we discovered small issues with the serialization of models on the hardware size. Additionally, we spent most of this week preparing for the Final Presentation that was due on the 27th of April.
This week, I plan on revisiting the gpu metrics and seeing if I can get more details metrics for intermediate values while all the computation is going. I also plan on working on the final report as well.