@smth Revisiting it, the channel split numbers are in fact correct. I tried replacing each of the 5x5x5 filters with 2 3x3x3 filters - which reduced the parameters to 27 million, but it actually increased the memory consumption on the GPU and provided no speed up. So I guess I’ll just have to stick with using the additional GPU for hyperparameter search.
Thanks.