Update README.md

README.md

@@ -12,11 +12,18 @@ Requirements: `pip install optimum[openvino,diffusers]`
 
 ```
 from optimum.intel import OVLatentConsistencyModelPipeline
+import time
 
-device = "CPU"  # set to "GPU" for inference on Intel iGPU or dGPU
+device = "GPU"  # for best results, use "GPU" for devices with Intel iGPU or dGPU. "CPU" can also be used.
 model_id = "helenai/SimianLuo-LCM_Dreamshaper_v7-ov"
-pipeline = OVLatentConsistencyModelPipeline.from_pretrained(model_id, device=device)
-prompt = "sailing ship in storm by Leonardo da Vinci"
+pipeline = OVLatentConsistencyModelPipeline.from_pretrained(model_id, device=device, compile=False)
+pipeline.reshape(1,512,512,1)  # reshape to static shapes for better performance
+pipeline.compile()
+prompt = "a robot discovering nature"
+
+start = time.perf_counter()
 image = pipeline(prompt, num_inference_steps=4, guidance_scale=8.0).images[0]
-image.save("sailing_ship.png")
+end = time.perf_counter()
+print(f"Duration: {end-start:.2f}")
+image.save("robot.png")
 ```