Disco Diffusion AI Guide

This guide will show you how to run Disco Diffusion locally, if you run in the any errors, you should check out this page.

  1. Install VS code and python
  2. Download the AI code from here
  3. Extract the ZIP folder you just downloaded with the files app and open it in VS code from the files menu in VS code
  4. Press ctrl+shift+` simultaneously to open a terminal tab
  5. Type python3 -m venv venv in the terminal to create a python virtual environment, this is necessary to keep different dependencies separate
  6. Type source ./venv/bin/activate if you are using linux or macOS or ./venv/Scripts/activate.ps1 if you are using windows
  7. Download the model files from these links and move them into the content folder: base model and secondary model
  8. In the terminal type pip3 install -r requirements.txt
  9. Then, type one of the following commands based on your computer’s OS: pip3 install torch==1.10.2+cu113 torchvision==0.11.3+cu113 torchaudio===0.10.2+cu113 -f https://download.pytorch.org/whl/cu113/torch_stable.html for windows, pip3 install torch torchvision torchaudio for macOS, or pip3 install torch==1.10.2+cu113 torchvision==0.11.3+cu113 torchaudio==0.10.2+cu113 -f https://download.pytorch.org/whl/cu113/torch_stable.html for linux
  10. If using CPU, find line 226 in main.py (click on that file in the file menu in the left in VS code) and edit the False to True (skip this step if you want to run the AI on your GPU)
  11. In the terminal type python3 main.py
  12. Wait for the image to finish, you can view progress in the file progress.png (Open it the same way as you opened main.py, or open it in your computer’s file app)
  13. Great job, you’re done! If you have any questions, please ask them here, but if you get any errors, ask about them in the errors page

If you want to change the version (update to a newer notebook) follow these steps:

  1. In colab, download the .ipynb file and move it to the same path as the main.py file.
  2. Open that file in VS code and follow VS code suggestions for ipynb files.
  3. You may need to install some extra dependencies, if you don’t know how, you can comment on this page and I will try to help.
  4. That’s all, just run the cells in the ipynb file.

Hint: This AI requires a lot of VRAM to make large images, it’s suggested to make medium images and then upscale them.

154 Comments

  1. Thanks. When you write “skip this step if you want to run the AI on your GPU” can you clarify if it’s possible to run on a local GPU if that GPU is not an NVIDIA one? As far as I know that’ snot possible yet? I’m on macbook Pro with an M1Pro chip.

  2. After running the install -r requirements.txt command. I get
    ERROR: Could not find a version that satisfies the requirement torch==1.10.2+cu113

  3. Do you know of any way to use the SLIPB16 or SLIPL16 models?

  4. FunkMstr74

    I can’t seem to download the AI zip file. Whenever I click on the link nothing happens…

  5. Nicole Charra

    Which content folder are we supposed to put the base model and secondary model? Mac and Windows.

  6. can you use multiple GPUS?

  7. any updated on v4 or v5 source code for local running?

    • You can download the ipynb file from google colab and put it in the same directory as the main.py file and just run that, however, 3D in v5 does not work on windows.

      • Thanks so much for taking the time to share your knowledge. Have you used the the discoV5 local approach in any of you own work? Do you notice a huge difference even in stills?

  8. This is great, I am hitting an error when I try and source the activate script though>
    source ./venv/Scripts/activate.ps1

    source : The term ‘source’ is not recognized as the name of a cmdlet, function, script file, or operable program. Check the spelling of the name, o
    verify that the path is correct and try again.
    At line:1 char:1
    + source ./venv/Scripts/activate.ps1

  9. Sorry I just saw the Errors Page!

  10. These instructions don’t seem to work for Windows. Running Python3 from a command prompt just brings me to the Windows Store. Also, when opening Visual Studio Code it asks if I want to installed recommended dependencies for Python. Should we do that?

    • Yes, you need to install the recommended dependencies in VS code, and sometimes you need to install python from the windows store, it means python wasn’t added to path.

  11. Hey thank you for putting this guide together. I got this working and did two images both 640×480 and took 12 minutes each. However, when I look at my task manager it shows my CPU at 33% but GPU at 1%. I have a nvidia RTX 3090. I checked my installation of pytorch and within pytorch ran the commands to check if cuda is enabled and compatible and it picks up the right device id and also shows the device name but I cannot get disco diffusion to use my gpu. I have set CPU to False on the line 226.

  12. Hi im struggling with updating the version to the newest one, I’m having issues such as torch and cv2 not being found, i think its an issue with the pip installer as its not installing the dependencies, any suggestions?

  13. I ran the console using menu view->terminal (not the shortcut ctrl+shift+`)
    is it OK? I can’t use “` ” due to keyboard malfunction.

    When I typed “python3 -m venv venv” I got:
    “PS D:\Users\Adam\Downloads\DD\main> python3 -m venv venv
    Nie mo
    PS D:\Users\Adam\Downloads\DD\main>”
    “Nie mo” is probably an error code (i use Polish Windows it can be truncated “Nie mozna” equals “you can’t”

    What should I do?

  14. Hi there, could you give an example of how to use the

    init_image = ” #@param{type: ‘string’}

    Thanks

  15. looks like this website got hacked. “click here to enable notifications”? no thank you

  16. I keep trying many times but it keep show me that vent is not work, can’t find it,…… I don.t know how to fix it….

    PS C:\Python310\main> python3 -m venv venv
    PS C:\Python310\main> ./venv/Scripts/activate
    ./venv/Scripts/activate : 无法将“./venv/Scripts/activate”项识别为 cmdlet、函数、脚本文件或
    可运行程序的名称。请检查名称的拼写,如果包括路径,请确保路径正确,然后再试一次。
    所在位置 行:1 字符: 1
    + ./venv/Scripts/activate
    + ~~~~~~~~~~~~~~~~~~~~~~~
    + CategoryInfo : ObjectNotFound: (./venv/Scripts/activate:String) [], CommandN
    otFoundException
    + FullyQualifiedErrorId : CommandNotFoundException

    • Sometimes this means you have the wrong python, try using WSL (ubuntu) and instsalling python with “sudo apt install python3-venv”

  17. I have a basic 3080fe, will this be able to run 768×768 images? I don’t mind if it takes a couple hours, would love to put it to use for this and not depend on being able to get assigned a GPU from google.

  18. If using WSL2, do I have to follow the same instructions including VSCode…?

    • For all installs, yes

    • Thanks again for the documentations.

      I’m using WSL2,
      When running Python3 main.py I get this!

      RuntimeError: CUDA error: unknown error
      CUDA kernel errors might be asynchronously reported at some other API call,so the stacktrace below might be incorrect.
      For debugging consider passing CUDA_LAUNCH_BLOCKING=1.

  19. When entering python3 main.py to run the script, I get No Such File or Directory. Amending it to find the path of the downloaded ‘main’ folder (so python3 ./Downloads/main/main.py) runs the script, but results in:

    ./Downloads/main/main.py:1200: SyntaxWarning: “is not” with a literal. Did you mean “!=”?
    if steps_per_checkpoint is not 0 and intermediates_in_subfolder is True:
    filepath ./content/init_images exists.
    filepath ./content/images_out exists.
    filepath ./content/models exists.
    Traceback (most recent call last):
    File “./Downloads/main/main.py”, line 191, in
    import timm
    ModuleNotFoundError: No module named ‘timm’

    • Type “python3 -m pip install timm”

      • It will not work when I type “python3” it’ll only work if I type
        “python”

        If I type “Python3” I get

        Python was not found; run without arguments to install from the Microsoft Store, or disable this shortcut from Settings > Manage App Execution Aliases.

  20. Hi there, I’ve got this ERROR, what should I do?

    ERROR: Could not find a version that satisfies the requirement pywin32==303 (from versions: none)
    ERROR: No matching distribution found for pywin32==303

    • Are you on windows?

      • Mac OS

        • Then you won’t be able to import that, it’s for windows.

        • Which version are you using?

          • I’m on macOS Monterey 12.2.1 (21D62), I’ve got this for the last step.

            (venv) x1ao4@x1ao4s-iMac-215 main % python3 main.py
            /Users/x1ao4/Documents/main/main.py:1200: SyntaxWarning: “is not” with a literal. Did you mean “!=”?
            if steps_per_checkpoint is not 0 and intermediates_in_subfolder is True:
            filepath ./content/init_images exists.
            filepath ./content/images_out exists.
            filepath ./content/models exists.
            Using device: cuda:0
            512 Model already downloaded, check check_model_SHA if the file is corrupt
            Traceback (most recent call last):
            File “/Users/x1ao4/Documents/main/main.py”, line 1080, in
            secondary_model.load_state_dict(torch.load(f'{model_path}/secondary_model_imagenet_2.pth’, map_location=’cpu’))
            File “/Users/x1ao4/Documents/main/venv/lib/python3.10/site-packages/torch/serialization.py”, line 699, in load
            with _open_file_like(f, ‘rb’) as opened_file:
            File “/Users/x1ao4/Documents/main/venv/lib/python3.10/site-packages/torch/serialization.py”, line 231, in _open_file_like
            return _open_file(name_or_buffer, mode)
            File “/Users/x1ao4/Documents/main/venv/lib/python3.10/site-packages/torch/serialization.py”, line 212, in __init__
            super(_open_file, self).__init__(open(name, mode))
            FileNotFoundError: [Errno 2] No such file or directory: ‘./content//secondary_model_imagenet_2.pth’

          • I‘ve fixed the FileNotFoundError, but I’m getting this now.

            /Users/x1ao4/Documents/main/main.py:1200: SyntaxWarning: “is not” with a literal. Did you mean “!=”?
            if steps_per_checkpoint is not 0 and intermediates_in_subfolder is True:
            filepath ./content/init_images exists.
            filepath ./content/images_out exists.
            filepath ./content/models exists.
            Using device: cuda:0
            512 Model already downloaded, check check_model_SHA if the file is corrupt
            Secondary Model already downloaded, check check_model_SHA if the file is corrupt
            Traceback (most recent call last):
            File “/Users/x1ao4/Documents/main/main.py”, line 1081, in
            secondary_model.eval().requires_grad_(False).to(device)
            File “/Users/x1ao4/Documents/main/venv/lib/python3.10/site-packages/torch/nn/modules/module.py”, line 907, in to
            return self._apply(convert)
            File “/Users/x1ao4/Documents/main/venv/lib/python3.10/site-packages/torch/nn/modules/module.py”, line 578, in _apply
            module._apply(fn)
            File “/Users/x1ao4/Documents/main/venv/lib/python3.10/site-packages/torch/nn/modules/module.py”, line 601, in _apply
            param_applied = fn(param)
            File “/Users/x1ao4/Documents/main/venv/lib/python3.10/site-packages/torch/nn/modules/module.py”, line 905, in convert
            return t.to(device, dtype if t.is_floating_point() or t.is_complex() else None, non_blocking)
            File “/Users/x1ao4/Documents/main/venv/lib/python3.10/site-packages/torch/cuda/__init__.py”, line 210, in _lazy_init
            raise AssertionError(“Torch not compiled with CUDA enabled”)
            AssertionError: Torch not compiled with CUDA enabled

          • You’ll need a CUDA GPU OR you must use step 10.

          • I did step 10, and now I have this error.

            urllib.error.URLError:

          • urllib.error.URLError: urlopen error [SSL: CERTIFICATE_VERIFY_FAILED] certificate verify failed: unable to get local issuer certificate (_ssl.c:997)

    • How do you fix it? I’m getting the same error while I’m on a Linux system.

  21. I’m on macOS Monterey 12.2.1 (21D62), I’ve got this for the last step.

    (venv) x1ao4@x1ao4s-iMac-215 main % python3 main.py
    /Users/x1ao4/Documents/main/main.py:1200: SyntaxWarning: “is not” with a literal. Did you mean “!=”?
    if steps_per_checkpoint is not 0 and intermediates_in_subfolder is True:
    filepath ./content/init_images exists.
    filepath ./content/images_out exists.
    filepath ./content/models exists.
    Using device: cuda:0
    512 Model already downloaded, check check_model_SHA if the file is corrupt
    Traceback (most recent call last):
    File “/Users/x1ao4/Documents/main/main.py”, line 1080, in
    secondary_model.load_state_dict(torch.load(f'{model_path}/secondary_model_imagenet_2.pth’, map_location=’cpu’))
    File “/Users/x1ao4/Documents/main/venv/lib/python3.10/site-packages/torch/serialization.py”, line 699, in load
    with _open_file_like(f, ‘rb’) as opened_file:
    File “/Users/x1ao4/Documents/main/venv/lib/python3.10/site-packages/torch/serialization.py”, line 231, in _open_file_like
    return _open_file(name_or_buffer, mode)
    File “/Users/x1ao4/Documents/main/venv/lib/python3.10/site-packages/torch/serialization.py”, line 212, in __init__
    super(_open_file, self).__init__(open(name, mode))
    FileNotFoundError: [Errno 2] No such file or directory: ‘./content//secondary_model_imagenet_2.pth’

  22. Hi Eliso

    What versions are you running of VSL ? Python? CUDA? or is whatever is the latest ok

    thanks

    W.

  23. Error:
    Could not find a version that satisfies the requirement fonttools==4.29.1
    (from -r requirements.txt (line 19)) (from versions: 2.3, 2.4 …, 4.27.0, 4.27.1)

    Is it ok for me to switch to 4.27.1 for example?

  24. Thanks for sharing, I am also trying to build a local running environment of Disco Diffusion locally. I am using NVIDIA RTX 2080 8G memory graphics card, and have installed cuda11.1 toolkit, pycharm, and pytorch-related versions. Test cuda can be used. I tried to debug disco.py (the latest version of v5.2) in pycharm, and encountered some problems. I am not very proficient in Python, and I hope you can enlighten me.

    • Output()

      0%| | 0/240 【00:01<?, ?it/s】
      Seed used: 2902854816
      Traceback (most recent call last):
      File "C:\PyCharm Community Edition 2021.3.3\plugins\python-ce\helpers\pycharm\docrunner.py", line 305, in
      modules = [loadSource(a【0】)]
      File “C:\PyCharm Community Edition 2021.3.3\plugins\python-ce\helpers\pycharm\docrunner.py”, line 237, in loadSource
      module = _load_file(moduleName, fileName)
      File “C:\PyCharm Community Edition 2021.3.3\plugins\python-ce\helpers\pycharm\docrunner.py”, line 209, in _load_file
      return machinery.SourceFileLoader(moduleName, fileName).load_module()
      File “”, line 529, in _check_name_wrapper
      File “”, line 1029, in load_module
      File “”, line 854, in load_module
      File “”, line 274, in _load_module_shim
      File “”, line 711, in _load
      File “”, line 680, in _load_unlocked
      File “”, line 850, in exec_module
      File “”, line 228, in _call_with_frames_removed
      File “C:/disco-diffusion-main/disco.py”, line 2526, in
      do_run()
      File “C:/disco-diffusion-main/disco.py”, line 1336, in do_run
      for j, sample in enumerate(samples):
      File “C:\disco-diffusion-main\guided-diffusion\guided_diffusion\gaussian_diffusion.py”, line 892, in ddim_sample_loop_progressive
      out = sample_fn(
      File “C:\disco-diffusion-main\guided-diffusion\guided_diffusion\gaussian_diffusion.py”, line 674, in ddim_sample
      out = self.condition_score(cond_fn, out_orig, x, t, model_kwargs=model_kwargs)
      File “C:\disco-diffusion-main\guided-diffusion\guided_diffusion\respace.py”, line 102, in condition_score
      return super().condition_score(self._wrap_model(cond_fn), *args, **kwargs)
      File “C:\disco-diffusion-main\guided-diffusion\guided_diffusion\gaussian_diffusion.py”, line 399, in condition_score
      eps = eps – (1 – alpha_bar).sqrt() * cond_fn(
      File “C:\disco-diffusion-main\guided-diffusion\guided_diffusion\respace.py”, line 128, in __call__
      return self.model(x, new_ts, **kwargs)
      File “C:/disco-diffusion-main/disco.py”, line 1243, in cond_fn
      t_int = int(t.item())+1 #errors on last step without +1, need to find source
      ValueError: only one element tensors can be converted to Python scalars

  25. ModuleNotFoundError: No module named ‘resize_right

    When trying to run main.py

  26. isaak iqbal

    Download the AI code from here , it doesn’t work for me to download the ai code from here

  27. Dominic Klyve

    Do you know whether a Diffusion model has been successfully run on in an Ubuntu 16.04 ppc64el operating environment? I think I can get access to one of these, but the instructions above seem to be for X86_64(=Intel) and ARM architectures.

    Continuing thanks!

  28. Hi I’m getting this error:

    Traceback (most recent call last):
    File “C:\Program Files\Graphics\DiscoDiffusion\main.py”, line 208, in
    from models import SLIP_VITB16, SLIP, SLIP_VITL16
    ModuleNotFoundError: No module named ‘models’

  29. On step 6 I get the following:
    bash: ./venv/bin/activate: Permission denied

    [ Hackintosh running High Sierre vs 10.13.6, with NVIDIA GeForce GTX 1080 (Cuda v418.163) ]

  30. I’ve downloaded v5.2 ipynb file from colab and put it in the same directory as main.py. But how do I run it from the venv in terminal with all dependencies installed? If I hit ‘Run all’ it gives me a whole bunch of errors in the problems tab.

  31. pip3 install -r requirements.txt, I get the error “Could not open requirements file: [Errno 2] No such file or directory: ‘requirements.txt”

  32. ERROR: Could not install packages due to an OSError: [WinError 5]

    I got this error when installing the requirements. How to get the administrator level permission in the virtual environment?

  33. alexandre

    Hi i’m trying to use disco diffusion and google sent me here. I have an error on ( https://colab.research.google.com/github/alembics/disco-diffusion/blob/main/Disco_Diffusion.ipynb#scrollTo=DoTheRun )
    when i try to run the “Do the run!” i always have this error :


    Starting Run: TimeToDisco(0) at frame 0
    —————————————————————————
    NameError Traceback (most recent call last)
    in ()
    68 print(f’Starting Run: {batch_name}({batchNum}) at frame {start_frame}’)
    69
    —> 70 if set_seed == ‘random_seed’:
    71 random.seed()
    72 seed = random.randint(0, 2**32)

    NameError: name ‘set_seed’ is not defined

    I don’t know how to code but someone here may know ? Thanks !

  34. How do I change the main.py code to load an initial image? This is what I did on line 1149:
    init_image = f’./content/init_images/IMG_0199.jpg’ #@param{type: ‘string’},

    so trying to tell it to load the image from the init_images folder, but the image isn’t loaded. Probably I’m using the wrong syntax. So help is very welcome!

    • Is there any error? or just nothing happens? If the second, there should be a setting that makes it use an init image (bool setting, True/False)

      • No error, just nothing happens. Can you confirm that my syntax for loading an image from a folder is correct? And also can you tell me the line number where this boolean value is set?

        • I don’t know which line right now, I will check later, but try ctrl+f and type init to find it.

          • I did study the main.py code, but there is no true/false setting for an initial image. When you put in the name, as a string, of the image file into line 1149, the code knows that an initial image is used. But then it gives an error of FileNotFound: no such file or directory. So this is my main issue: where to put the image file so it can be found? (I did study the code of the colab and it seems the file is located at the root level. Is this right?)

          • Put a full file path, make sure that you don’t include any “\”s (backslashes). If you need one in the path, replace it with “\\”. (escaping it)

  35. Ah, finally the image is loaded! I’m on a Mac, so my path looks different form the Windows one. Also I did set skip_timesteps (line 1152 in the code), to 50% of the “steps”, as recommended on colab notebook. This settings then shows the initial image.

    In my case the path is: ‘/Users/SWB/Desktop/P1020064.jpg’ (so the image is on my desktop).

    Thanks for your help!

  36. Is there a way to stop or pause it when doing a batch?

  37. @eliso – a very big thank-you for sharing this tutorial!

  38. AssertionError: Torch not compiled with CUDA enabled

    My GPU is CUDA capable, is the the version of pytorch not compatible?

  39. I can try and update cuda on my pc, also I can be sure I’m installing it to the same python? Thank you for help so far I really appreciate it

  40. Hey there,

    Thanks for the tutorial, I was able to get the AI running with relatively few issues. Just needed to use slightly different commands.

    But I had a question about output. The DDv5.2 Colab has an output viewer that shows the most recent save. Is there a way to output the most recent frame saved when running this locally? I’d like to hook it up to a streaming software so I can view the progress of some of these.

    Thanks!

  41. I fixed ”AssertionError: Torch not compiled with CUDA enabled” by changing my Python environment from 3.18 to 3.8 using py -3.8 venv venv and downloading an older version of pytorch. I hope this helps with anyone who has the same problem!

  42. Thank you very much for putting this guide together, much appreciated.

  43. I was thinking about renting 3090 with 2 GPU´ on vast.ai or somewhere else. I want to be able to run DD much faster and not run out of memory. However… somebody mentioned that Disco diffusion is only capable of running on 1 GPU. does anybody have any knowledge about this?
    Thanks!

  44. Thanks very much. I was able to get this up and running but with several modifications: https://docs.google.com/document/d/1GmXX-MRFFaWF3pbI5zZ_z7K4AZCQ1nfNFc7GSljUgYo/edit?usp=sharing

    Let me know if those are not correct. They worked for me on Win 11 and 3090.

    Several questions:
    1, Specifically, *how* do I update this so that it uses the latest AI libraries (or does it automate that itself?). I think I understand that main.py is only a DD 4 version– how to I update to the latest version?
    2. Is it possible to run this using the same browser interface locally? I know you can find “connect to a local runtime” in colab but it seems to need something called jupiter and a server. Any help would be much appreciated!

  45. Can this main.py only generate elements with boats and clouds?

  46. Sorry, I found a place to change the code

  47. Traceback (most recent call last):
    File “C:\Users\riaan\documents\ai\main\main.py”, line 1081, in
    secondary_model.eval().requires_grad_(False).to(device)
    File “C:\Users\riaan\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.10_qbz5n2kfra8p0\LocalCache\local-packages\Python310\site-packages\torch\nn\modules\module.py”, line 927, in to
    return self._apply(convert)
    File “C:\Users\riaan\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.10_qbz5n2kfra8p0\LocalCache\local-packages\Python310\site-packages\torch\nn\modules\module.py”, line 579, in _apply
    module._apply(fn)
    File “C:\Users\riaan\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.10_qbz5n2kfra8p0\LocalCache\local-packages\Python310\site-packages\torch\nn\modules\module.py”, line 602, in _apply
    param_applied = fn(param)
    File “C:\Users\riaan\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.10_qbz5n2kfra8p0\LocalCache\local-packages\Python310\site-packages\torch\nn\modules\module.py”, line 925, in convert
    return t.to(device, dtype if t.is_floating_point() or t.is_complex() else None, non_blocking)
    File “C:\Users\riaan\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.10_qbz5n2kfra8p0\LocalCache\local-packages\Python310\site-packages\torch\cuda\__init__.py”, line 211, in _lazy_init
    raise AssertionError(“Torch not compiled with CUDA enabled”)
    AssertionError: Torch not compiled with CUDA enabled

  48. Thanks for taking the time to post this guide and troubleshooting. I’ve been busy a few hours now but can’t get passed this error. Any help appreciated.

  49. after a restart and running it again I get:

    File “c:\Users\riaan\Documents\AI\main\main.py”, line 206, in
    import clip
    ModuleNotFoundError: No module named ‘clip’

    Any ideas?

  50. And this on the second option:

    git : The term ‘git’ is not recognized as the name of a cmdlet, function, script file, or operable program. Check the spelling of the name, or if a path was included, verify that the path is correct and try
    again.
    At line:1 char:1
    + git clone https://github.com/openai/CLIP.git
    + ~~~
    + CategoryInfo : ObjectNotFound: (git:String) [], CommandNotFoundException
    + FullyQualifiedErrorId : CommandNotFoundException

    • I installed GIT and the second option then worked, thanks!

      Now onto the next error:

      from resize_right import resize
      ModuleNotFoundError: No module named ‘resize_right’
      🙂

      • Try one of these two: “pip install resize-right” and “https://github.com/assafshocher/ResizeRight.git”

        • Thanks!

          Now I’m back here again:

          AssertionError: Torch not compiled with CUDA enabled

          I’m giving up for now, thanks for your time though

  51. OK So it’s working now!
    I had to add some paths to enviro PATHS after adding torch.

    Thanks for your help!

  52. How can one save the images to set directory when the batch number is increased?

  53. Jan Neversil

    Hello. Thank you for all of this. I managed to get it running tough I’m just a graphic designer. I don’t know much about CLI and coding, but I see on PyTorch a version for ARM Mac with GPU Metal support. Is there a way to get that running instead of “AssertionError: Torch not compiled with CUDA enabled”?

  54. Can you elaborate on upgrading to a new version of DD? How do you run cells? When I opened the ipynb file I didn’t get any prompts about how to handle it, just read it like a webpage.

    Tried doing “Run” with and without debugging from the top menu and got a message about “null” is not defined.

    Thanks.

  55. is the file uploaded here the latest version of disco diffusion?

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