From 1d7e9eca098d3ae66bb1db184b88f80781891e51 Mon Sep 17 00:00:00 2001
From: AUTOMATIC1111 <16777216c@gmail.com>
Date: Sat, 27 Jul 2024 15:47:49 +0300
Subject: [PATCH] Merge pull request #16275 from
 AUTOMATIC1111/fix-image-upscale-on-cpu

fix image upscale on cpu
---
 modules/upscaler_utils.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/modules/upscaler_utils.py b/modules/upscaler_utils.py
index 5ecbbed96..a8408f05b 100644
--- a/modules/upscaler_utils.py
+++ b/modules/upscaler_utils.py
@@ -41,7 +41,7 @@ def upscale_pil_patch(model, img: Image.Image) -> Image.Image:
     """
     param = torch_utils.get_param(model)
 
-    with torch.no_grad():
+    with torch.inference_mode():
         tensor = pil_image_to_torch_bgr(img).unsqueeze(0)  # add batch dimension
         tensor = tensor.to(device=param.device, dtype=param.dtype)
         with devices.without_autocast():