stable-diffusion-webui-comp.../lora_ext.py

65 lines
2.7 KiB
Python

lora_Linear_forward = None
lora_Linear_load_state_dict = None
lora_Conv2d_forward = None
lora_Conv2d_load_state_dict = None
lora_MultiheadAttention_forward = None
lora_MultiheadAttention_load_state_dict = None
is_sd_1_5 = False
def get_loaded_lora():
global is_sd_1_5
if lora_Linear_forward is None:
load_lora_ext()
import lora
try:
import networks
is_sd_1_5 = True
except ImportError:
pass
if is_sd_1_5:
return networks.loaded_networks
return lora.loaded_loras
def load_lora_ext():
global is_sd_1_5
global lora_Linear_forward
global lora_Linear_load_state_dict
global lora_Conv2d_forward
global lora_Conv2d_load_state_dict
global lora_MultiheadAttention_forward
global lora_MultiheadAttention_load_state_dict
if lora_Linear_forward is not None:
return
import lora
is_sd_1_5 = False
try:
import networks
is_sd_1_5 = True
except ImportError:
pass
if is_sd_1_5:
if hasattr(networks, "network_Linear_forward"):
lora_Linear_forward = networks.network_Linear_forward
if hasattr(networks, "network_Linear_load_state_dict"):
lora_Linear_load_state_dict = networks.network_Linear_load_state_dict
if hasattr(networks, "network_Conv2d_forward"):
lora_Conv2d_forward = networks.network_Conv2d_forward
if hasattr(networks, "network_Conv2d_load_state_dict"):
lora_Conv2d_load_state_dict = networks.network_Conv2d_load_state_dict
if hasattr(networks, "network_MultiheadAttention_forward"):
lora_MultiheadAttention_forward = networks.network_MultiheadAttention_forward
if hasattr(networks, "network_MultiheadAttention_load_state_dict"):
lora_MultiheadAttention_load_state_dict = networks.network_MultiheadAttention_load_state_dict
else:
if hasattr(networks, "network_Linear_forward"):
lora_Linear_forward = lora.lora_Linear_forward
if hasattr(networks, "network_Linear_load_state_dict"):
lora_Linear_load_state_dict = lora.lora_Linear_load_state_dict
if hasattr(networks, "network_Conv2d_forward"):
lora_Conv2d_forward = lora.lora_Conv2d_forward
if hasattr(networks, "network_Conv2d_load_state_dict"):
lora_Conv2d_load_state_dict = lora.lora_Conv2d_load_state_dict
if hasattr(networks, "network_MultiheadAttention_forward"):
lora_MultiheadAttention_forward = lora.lora_MultiheadAttention_forward
if hasattr(networks, "network_MultiheadAttention_load_state_dict"):
lora_MultiheadAttention_load_state_dict = lora.lora_MultiheadAttention_load_state_dict