9 ms·
Not to mention that it appears they're comparing against networks of the same architecture. If you build your quaternion components with with same number types
by highd 9y ago
Not to mention that it appears they're comparing against networks of the same architecture. If you build your quaternion components with with same number types as your reals you effectively have 4 times the number of parameters, which could be most of the benefit. They should also benchmark against similar architectures with equivalent parameter counts.
- deleted 9y ago[deleted]
- gaudetcj 8y agoHi I'm one of the authors of this paper. Sorry if it unclear, but we reduce the number of filters per layer to account for this. The quaternion networks actually have fewer parameters.