Repository: stable-diffusion-webui
Issue: [Bug]: Upscaling fails on Apple Silicon
Labels: bug-report,platform:mac

### Is there an existing issue for this?

- [X] I have searched the existing issues and checked the recent builds/commits

### What happened?

Python crashes when upscaling is run from a base resolution of 512x1024. Upscaling does seem to work for 512x512. 

### Steps to reproduce the problem

1. Input any prompt
2. Select any upscaler
3. Set image to 512x1024
4. Generate an image


### What should have happened?

Upscaling should have completed successfully

### Commit where the problem happens

5ab7f213  

### What platforms do you use to access the UI ?

MacOS

### What browsers do you use to access the UI ?

Mozilla Firefox

### Command Line Arguments

```Shell
--skip-torch-cuda-test --upcast-sampling --no-half-vae --use-cpu interrogate
```


### List of extensions

None. This fails using absolutely nothing other than the base stable diffusion model.

### Console logs

```Shell
./webui.sh                                                                                

################################################################
Install script for stable-diffusion + Web UI
Tested on Debian 11 (Bullseye)
################################################################

################################################################
Running on XXXXXX user
################################################################

################################################################
Repo already cloned, using it as install directory
################################################################

################################################################
Create and activate python venv
################################################################

################################################################
Launching launch.py...
################################################################
Python 3.10.11 (main, Apr  7 2023, 07:24:53) [Clang 14.0.0 (clang-1400.0.29.202)]
Commit hash: 5ab7f213bec2f816f9c5644becb32eb72c8ffb89
Installing requirements
Launching Web UI with arguments: --skip-torch-cuda-test --upcast-sampling --no-half-vae --use-cpu interrogate
Warning: caught exception 'Torch not compiled with CUDA enabled', memory monitor disabled
No module 'xformers'. Proceeding without it.
Loading weights [f300684443] from /Users/apwagner/Projects/stable-diffusion-webui/models/Stable-diffusion/f222.safetensors
Creating model from config: /Users/apwagner/Projects/stable-diffusion-webui/configs/v1-inference.yaml
LatentDiffusion: Running in eps-prediction mode
DiffusionWrapper has 859.52 M params.
Applying cross attention optimization (InvokeAI).
Textual inversion embeddings loaded(0): 
Model loaded in 1.8s (load weights from disk: 0.2s, create model: 0.5s, apply weights to model: 0.4s, apply half(): 0.2s, move model to device: 0.5s).
Running on local URL:  http://127.0.0.1:7860
100%|ââââââââââââââââââââââââââââââââââââââââââââââââââââââââââââââââââââââââââââââââââââââââââââââââââââââââââââ| 20/20 [00:26<00:00,  1.32s/it]
  0%|                                                                                                                     | 0/20 [00:00<?, ?it/s]/AppleInternal/Library/BuildRoots/9941690d-bcf7-11ed-a645-863efbbaf80d/Library/Caches/com.apple.xbs/Sources/MetalPerformanceShaders/MPSCore/Types/MPSNDArray.mm:706: failed assertion `[MPSTemporaryNDArray initWithDevice:descriptor:] Error: NDArray dimension length > INT_MAX'0:30,  1.26s/it]
zsh: abort      ./webui.shâââââââââââââââââââââ                                                                  | 11/40 [00:23<00:38,  1.33s/it]
(base) apwagner@Andrews-MBP-2 stable-diffusion-webui % /opt/homebrew/Cellar/python@3.10/3.10.11/Frameworks/Python.framework/Versions/3.10/lib/python3.10/multiprocessing/resource_tracker.py:224: 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 '
```


### Additional information

_No response_