M1 MacOS Install - Cuda Error when trying to run Karlo
jwooldridge234 opened this issue · 2 comments
Hi there!
Getting the following error after following the macos/linux install in the ReadMe:
Traceback (most recent call last): File "/Users/jackwooldridge/StableDiffusion/stable-karlo/.env/lib/python3.9/site-packages/streamlit/runtime/scriptrunner/script_runner.py", line 565, in _run_script exec(code, module.__dict__) File "/Users/jackwooldridge/StableDiffusion/stable-karlo/app.py", line 143, in <module> main() File "/Users/jackwooldridge/StableDiffusion/stable-karlo/app.py", line 104, in main images = generate( File "/Users/jackwooldridge/StableDiffusion/stable-karlo/models/generate.py", line 83, in generate pipe = make_pipeline_generator(cpu=cpu) File "/Users/jackwooldridge/StableDiffusion/stable-karlo/.env/lib/python3.9/site-packages/streamlit/runtime/legacy_caching/caching.py", line 629, in wrapped_func return get_or_create_cached_value() File "/Users/jackwooldridge/StableDiffusion/stable-karlo/.env/lib/python3.9/site-packages/streamlit/runtime/legacy_caching/caching.py", line 611, in get_or_create_cached_value return_value = non_optional_func(*args, **kwargs) File "/Users/jackwooldridge/StableDiffusion/stable-karlo/models/generate.py", line 42, in make_pipeline_generator pipe = pipe.to("cuda") File "/Users/jackwooldridge/StableDiffusion/stable-karlo/.env/lib/python3.9/site-packages/diffusers/pipeline_utils.py", line 270, in to module.to(torch_device) File "/Users/jackwooldridge/StableDiffusion/stable-karlo/.env/lib/python3.9/site-packages/torch/nn/modules/module.py", line 989, in to return self._apply(convert) File "/Users/jackwooldridge/StableDiffusion/stable-karlo/.env/lib/python3.9/site-packages/torch/nn/modules/module.py", line 641, in _apply module._apply(fn) File "/Users/jackwooldridge/StableDiffusion/stable-karlo/.env/lib/python3.9/site-packages/torch/nn/modules/module.py", line 641, in _apply module._apply(fn) File "/Users/jackwooldridge/StableDiffusion/stable-karlo/.env/lib/python3.9/site-packages/torch/nn/modules/module.py", line 664, in _apply param_applied = fn(param) File "/Users/jackwooldridge/StableDiffusion/stable-karlo/.env/lib/python3.9/site-packages/torch/nn/modules/module.py", line 987, in convert return t.to(device, dtype if t.is_floating_point() or t.is_complex() else None, non_blocking) File "/Users/jackwooldridge/StableDiffusion/stable-karlo/.env/lib/python3.9/site-packages/torch/cuda/__init__.py", line 221, in _lazy_init raise AssertionError("Torch not compiled with CUDA enabled") AssertionError: Torch not compiled with CUDA enabled
Systems specs:
`DataType SPHardwareDataType
Software:
System Software Overview:
System Version: macOS 13.0.1 (22A400)
Kernel Version: Darwin 22.1.0
Boot Volume: Macintosh HD
Boot Mode: Normal
Computer Name: Jack’s MacBook Pro
User Name: Jack Wooldridge (jackwooldridge)
Secure Virtual Memory: Enabled
System Integrity Protection: Enabled
Hardware:
Hardware Overview:
Model Name: MacBook Pro
Model Identifier: MacBookPro18,3
Model Number: MKGP3LL/A
Chip: Apple M1 Pro
Total Number of Cores: 8 (6 performance and 2 efficiency)
Memory: 16 GB
System Firmware Version: 8419.41.10
OS Loader Version: 8419.41.10
`
I tried updating the generator file to run on MPS, but this causes fatal errors and crashes the application.
Entirely possible I'm missing something that's glaringly obvious, but can't think of anything at the moment.
Unfortunately I don't have an M1 Mac to test, but I believe you just have to change all the "cuda" device references in generate.py to "mps". That would be on lines 42, 70, 84, 105.
I actually just updated the repo and removed another CUDA reference, so make sure you pull the latest commit. Hope that helps!
Unfortunately still breaks. Honestly I think this might be an issue with Karlo on MPS, as I remember having this problem on the command line too. I replaced "cuda" with "mps" in the generator file (removed "torch.cuda.empty_cache()" as mps doesn't have an equivalent to this, but it threw the same error either way:
Fetching 20 files: 100%|█████████████████████| 20/20 [00:00<00:00, 17494.49it/s] /Users/jackwooldridge/StableDiffusion/stable-karlo/.env/lib/python3.9/site-packages/diffusers/pipelines/unclip/pipeline_unclip.py:144: UserWarning: The operator 'aten::repeat_interleave.self_int' is not currently supported on the MPS backend and will fall back to run on the CPU. This may have performance implications. (Triggered internally at /Users/runner/work/pytorch/pytorch/pytorch/aten/src/ATen/mps/MPSFallback.mm:11.) text_embeddings = text_embeddings.repeat_interleave(num_images_per_prompt, dim=0) 100%|███████████████████████████████████████████| 25/25 [00:13<00:00, 1.86it/s] Assertion failed: (vals.isSplat()), function getConstantValue, file CommonRuntimeUtils.h, line 58. zsh: abort streamlit run app.py (.env) (base) jackwooldridge@Jacks-MBP stable-karlo % /Users/jackwooldridge/miniconda3/lib/python3.9/multiprocessing/resource_tracker.py:216: UserWarning: resource_tracker: There appear to be 1 leaked semaphore objects to clean up at shutdown warnings.warn('resource_tracker: There appear to be %d
I remember managing to get the diffusers version running on the cpu (switching the dtype away from half/float16) but couldn't get it to render anything but garbled noise. No pressure to fix this, as I don't think it's an easy lift.