From 5768afc776a66bb94e77a9c1daebeea58fa731d5 Mon Sep 17 00:00:00 2001 From: Aarni Koskela Date: Sun, 31 Dec 2023 00:20:30 +0200 Subject: Add utility to inspect a model's parameters (to get dtype/device) --- modules/upscaler_utils.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) (limited to 'modules/upscaler_utils.py') diff --git a/modules/upscaler_utils.py b/modules/upscaler_utils.py index 8e413854..c60e3beb 100644 --- a/modules/upscaler_utils.py +++ b/modules/upscaler_utils.py @@ -7,6 +7,7 @@ import tqdm from PIL import Image from modules import images, shared +from modules.torch_utils import get_param logger = logging.getLogger(__name__) @@ -17,8 +18,8 @@ def upscale_without_tiling(model, img: Image.Image): img = np.ascontiguousarray(np.transpose(img, (2, 0, 1))) / 255 img = torch.from_numpy(img).float() - model_weight = next(iter(model.model.parameters())) - img = img.unsqueeze(0).to(device=model_weight.device, dtype=model_weight.dtype) + param = get_param(model) + img = img.unsqueeze(0).to(device=param.device, dtype=param.dtype) with torch.no_grad(): output = model(img) -- cgit v1.2.3