33import torch .nn .functional as F
44from comfy .ldm .modules .diffusionmodules .model import ResnetBlock , VideoConv3d
55from comfy .ldm .hunyuan_video .vae_refiner import RMS_norm
6- import model_management
7- import model_patcher
6+ import comfy . model_management
7+ import comfy . model_patcher
88
99class SRResidualCausalBlock3D (nn .Module ):
1010 def __init__ (self , channels : int ):
@@ -103,13 +103,13 @@ def forward(self, z):
103103
104104class HunyuanVideo15SRModel ():
105105 def __init__ (self , model_type , config ):
106- self .load_device = model_management .vae_device ()
107- offload_device = model_management .vae_offload_device ()
108- self .dtype = model_management .vae_dtype (self .load_device )
106+ self .load_device = comfy . model_management .vae_device ()
107+ offload_device = comfy . model_management .vae_offload_device ()
108+ self .dtype = comfy . model_management .vae_dtype (self .load_device )
109109 self .model_class = UPSAMPLERS .get (model_type )
110110 self .model = self .model_class (** config ).eval ()
111111
112- self .patcher = model_patcher .ModelPatcher (self .model , load_device = self .load_device , offload_device = offload_device )
112+ self .patcher = comfy . model_patcher .ModelPatcher (self .model , load_device = self .load_device , offload_device = offload_device )
113113
114114 def load_sd (self , sd ):
115115 return self .model .load_state_dict (sd , strict = True )
@@ -118,5 +118,5 @@ def get_sd(self):
118118 return self .model .state_dict ()
119119
120120 def resample_latent (self , latent ):
121- model_management .load_model_gpu (self .patcher )
121+ comfy . model_management .load_model_gpu (self .patcher )
122122 return self .model (latent .to (self .load_device ))
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