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Hi Team,

I am trying to run the seg2image.py file to try some segmentation image to image translation tasks. I was able to install the packages successfully. For all the other libraries I had used the most recent ones and only for gradio, I had used the latest 3.X version (3.50.2).

I had some issues in loading the .pth file, after downloading from huggingface with the position_ids item, so I changed this command a bit in the gradio_seg2image.py file:
state_dict = load_state_dict('./models/control_sd15_seg.pth', location='cuda')
state_dict = { k: v for k, v in state_dict.items() if 'position_ids' not in k } #Changed line
model.load_state_dict(state_dict)
This was the only change I did in the code.

After installing all the relevant libraries I ran the following command and got these results. Could you please help if you are aware of the resolution.

(controlnet) C:\Users\projects\ML\ControlNet\ControlNet>python gradio_seg2image.py
logging improved.
Use Checkpoint: False
Checkpoint Number: [0, 0, 0, 0]
Use global window for all blocks in stage3
load checkpoint from local path: C:\Users\princ\Documents\ControlNet\ControlNet\annotator\ckpts\upernet_global_small.pth
No module 'xformers'. Proceeding without it.
ControlLDM: Running in eps-prediction mode
DiffusionWrapper has 859.52 M params.
making attention of type 'vanilla' with 512 in_channels
Working with z of shape (1, 4, 32, 32) = 4096 dimensions.
making attention of type 'vanilla' with 512 in_channels
Loaded model config from [./models/cldm_v15.yaml]
Loaded state_dict from [./models/control_sd15_seg.pth]
C:\Users\princ\Documents\ControlNet\ControlNet\gradio_seg2image.py:94: GradioDeprecationWarning: The `style` method is deprecated. Please set these arguments in the constructor instead.
result_gallery = gr.Gallery(label='Output', show_label=False, elem_id="gallery").style(grid=2, height='auto')
C:\Users\princ\Documents\ControlNet\ControlNet\gradio_seg2image.py:94: GradioDeprecationWarning: The 'grid' parameter will be deprecated. Please use 'columns' in the constructor instead.
result_gallery = gr.Gallery(label='Output', show_label=False, elem_id="gallery").style(grid=2, height='auto')
Running on local URL: http://0.0.0.0:7860

To create a public link, set `share=True` in `launch()`.

On opening the URL on the browser, I got the following error:

Start by running python gradio_seg2image.py with the reported environment and opening http://0.0.0.0:7860 in a browser. Read gradio_seg2image.py around the Gallery setup and launch call, then compare the resulting browser error with the attached screenshot. Done means identifying the cause of the site-access failure and documenting or implementing a verified resolution.

Written by the indexing model from the issue text.