ValueError: The truth value of an array with more than one element is ambiguous - Promax Inpainting

[muzammildafedar]

Description:
I am encountering a RuntimeValueError when trying to generate images using the provided code snippet with the ControlNet pipeline. The error occurs specifically in the pipe function call. Below are the details of the error and the relevant code.

Code Sample:

# Generating images
images = pipe(
    prompt=[prompt],
    image=original_img,
    mask_image=mask,
    control_image_list=[controlnet_img_pose, 0, 0, controlnet_img_canny, 0, 0, 0, controlnet_img], 
    negative_prompt=[negative_prompt],
    width=W, 
    height=H,
    num_inference_steps=30,
    union_control=True,
    union_control_type=torch.Tensor([1, 0, 0, 1, 0, 0, 0, 1]),
).images

Error Message:

Traceback (most recent call last):
  File "/content/ControlNetPlus/controlnet_union_test_inpainting.py", line 74, in <module>
    images = pipe(
  File "/usr/local/lib/python3.10/dist-packages/torch/utils/_contextlib.py", line 116, in decorate_context
    return func(*args, **kwargs)
  File "/content/ControlNetPlus/pipeline/pipeline_controlnet_union_inpaint_sd_xl.py", line 1393, in __call__
    if control_image:
ValueError: The truth value of an array with more than one element is ambiguous. Use a.any() or a.all()

Steps to Reproduce:

1. Execute the above code sample in the ControlNet pipeline.
2. Ensure all required inputs (prompt, original_img, mask, controlnet_img_pose, controlnet_img_canny, controlnet_img, negative_prompt, W, H) are properly defined.
3. Run the script to generate images.

[muzammildafedar]

after changing all/ any got another error during the run time

<class 'numpy.ndarray'>
<class 'int'>

Traceback (most recent call last):
  File "/content/ControlNetPlus/controlnet_union_test_inpainting.py", line 74, in <module>
    images = pipe(
  File "/usr/local/lib/python3.10/dist-packages/torch/utils/_contextlib.py", line 116, in decorate_context
    return func(*args, **kwargs)
  File "/content/ControlNetPlus/pipeline/pipeline_controlnet_union_inpaint_sd_xl.py", line 1393, in __call__
    if control_image.any():
AttributeError: 'int' object has no attribute 'any'