back to fp16

app.py

@@ -23,11 +23,11 @@ conditioning_image_transforms = T.Compose(
     ]
 )
 
-cnet = ControlNetModel.from_pretrained("./models/catcon-controlnet-wd", torch_dtype=torch.float32, from_flax=True, device="0")
+cnet = ControlNetModel.from_pretrained("./models/catcon-controlnet-wd", torch_dtype=torch.float16, from_flax=True, device="0")
 pipe = StableDiffusionControlNetPipeline.from_pretrained(
         "./models/wd-1-5-b2",
         controlnet=cnet,
-        torch_dtype=torch.float32,
+        torch_dtype=torch.float16,
         device="0"
         )
 pipe.scheduler = UniPCMultistepScheduler.from_config(pipe.scheduler.config)