Parskatt/DKM

DKMv3 and DKMv2

sjtuztq opened this issue · 4 comments

sjtuztq commented

What is the difference between DKMv3 and DKMv2?

Parskatt commented

Quite a few changes. Main ones on the top of my head are,

  1. Changes to representation of refiner input, in particular adding local correlation features.
  2. Inverse KDE match sampling for better coverage
  3. Higher resolution (if I remember correctly v2 used lower res)

There are probably more minor implementation details that may have given further boost.

There were no major changes to the training itself.

Hope that helps :)

qwerty200696 commented

Is there any documentation available outlining the changes from v1 to v2 and then to v3?

Parskatt commented

No, you would have to basically look at changes in the source code. The initial uploaded version might even be v2, I don't remember.

qwerty200696 commented
  • 😄1