Files
stable-diffusion-webui-forge/backend/state_dict.py
2024-07-29 22:26:32 -06:00

29 lines
696 B
Python

import torch
class StateDictItem:
def __init__(self, key, value, advanced_indexing=None):
self.key = key
self.value = value
self.shape = value.shape
self.advanced_indexing = advanced_indexing
def __getitem__(self, advanced_indexing):
t = self.value[advanced_indexing]
return StateDictItem(self.key, t, advanced_indexing=advanced_indexing)
def shrink_last_key(t):
ts = t.split('.')
del ts[-1]
return '.'.join(ts)
def compile_state_dict(state_dict):
sd = {}
mapping = {}
for k, v in state_dict.items():
sd[k] = v.value
mapping[shrink_last_key(v.key)] = shrink_last_key(k)
return sd, mapping