Open bigeagle opened 4 years ago
The efficiency issue could be addressed if https://github.com/megvii-research/hpman/pull/4 is merged. #4 refactors the internal storage of hpman to use a dict-based look up table. That should be much faster than current implementation.
Caching __call__
is way too radical. See https://github.com/megvii-research/hpman/issues/11#issuecomment-639982277 .
People often use hyerparams in data generator, augmenter, etc. These functions would be called millions of times.
I profiled my recent project and the result shows 50% of time was wasted on
w = _("patch_size", 200)
.I'd suggest caching
__call__
return value.