sample sigma scheduler bug
lockmatrix opened this issue · 2 comments
lockmatrix commented
I found that k_diffusion.sampling.get_sigmas_karras
returns a list endswith 0,
it leads to last dt (sigma[i+1]-sigma[i]) maybe bigger than others,
for example:
dt: [-1.3240442276000977,
-1.1708478927612305,
-1.0327138900756836,
-0.9084315299987793,
-0.7968769073486328,
-0.6969814300537109,
-0.6077454090118408,
-0.5282387733459473,
-0.4575979709625244,
-0.39501309394836426,
-0.3397289514541626,
-0.2910478115081787,
-0.24832558631896973,
-0.21096330881118774,
-0.17840701341629028,
-0.1501503586769104,
-0.12572622299194336,
-0.10470682382583618,
-0.08670148253440857,
-0.07135394215583801,
-0.05834062397480011,
-0.04736843705177307,
-0.03817273676395416,
-0.030515573918819427,
-0.10000000149011612 **********
]
I think it may be a bug.
This issues is found at AUTOMATIC1111/stable-diffusion-webui#2794
Deleted user commented
If my understanding is correct, this is related to #23 (see the first comment), in which case I don't think this is a bug.
lockmatrix commented
If my understanding is correct, this is related to #23 (see the first comment), in which case I don't think this is a bug.
I know the last sigma should be 0, I mean maybe we should reduce all sigmas before 0 to let the last dt become normal.