up

run.py

@@ -2,12 +2,13 @@ import requests
 import torch
 from PIL import Image
 from io import BytesIO
+import time
 
-from diffusers import StableUnCLIPImg2ImgPipeline
+from diffusers import DiffusionPipeline
 
-pipe = StableUnCLIPImg2ImgPipeline.from_pretrained("/home/patrick_huggingface_co/stable-diffusion-2-1-unclip", torch_dtype=torch.float16
-)  # TODO update model path
-pipe = pipe.to("cuda")
+start_time = time.time()
+pipe = DiffusionPipeline.from_pretrained("/home/patrick_huggingface_co/stable-diffusion-2-1-unclip", torch_dtype=torch.float16, variant="fp16")
+pipe.enable_model_cpu_offload()
 
 url = "https://raw.githubusercontent.com/CompVis/stable-diffusion/main/assets/stable-samples/img2img/sketch-mountains-input.jpg"
 
@@ -18,4 +19,5 @@ init_image = init_image.resize((768, 512))
 prompt = "A fantasy landscape, trending on artstation"
 
 images = pipe(prompt, init_image).images
+print(time.time() - start_time)
 images[0].save("fantasy_landscape.png")