Repository: stable-diffusion-webui
Issue: [Bug]: Mac更新1.6.0后无法使用TypeError: Cannot convert a MPS Tensor to float64 dtype as the MPS framework doesn't support float64. Please use float32 instead.
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?

启动webui后无法生成图像

### Steps to reproduce the problem

1.启动webui 
2. 输入提示词
3.开始生成图片


### What should have happened?

正常生成图片

### Sysinfo

{
  "date": "Thu Aug 31 22:36:37 2023",
  "timestamp": "22:36:52",
  "uptime": "Thu Aug 31 22:18:16 2023",
  "version": {
    "app": "stable-diffusion-webui",
    "updated": "2023-08-31",
    "hash": "5ef669de",
    "url": "https://github.com/AUTOMATIC1111/stable-diffusion-webui/tree/master"
  },
  "torch": "2.0.1 autocast  half",
  "gpu": {},
  "state": {
    "started": "Thu Aug 31 22:36:52 2023",
    "step": "0 / 0",
    "jobs": "0 / 0",
    "flags": "",
    "job": "",
    "text-info": ""
  },
  "memory": {
    "ram": {
      "free": 29.98,
      "used": 2.02,
      "total": 32
    }
  },
  "optimizations": [
    "none"
  ],
  "libs": {
    "xformers": "",
    "diffusers": "",
    "transformers": "4.30.2"
  },
  "repos": {
    "Stable Diffusion": "[cf1d67a] 2023-03-25",
    "Stable Diffusion XL": "[45c443b] 2023-07-26",
    "CodeFormer": "[c5b4593] 2022-09-09",
    "BLIP": "[48211a1] 2022-06-07",
    "k_diffusion": "[ab527a9] 2023-08-12"
  },
  "device": {
    "active": "mps",
    "dtype": "torch.float16",
    "vae": "torch.float32",
    "unet": "torch.float16"
  },

}

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

Google Chrome

### Console logs

```Shell
Loading weights [0b9e46a0b0] from /Users/alyears/stable-diffusion-webui/models/Stable-diffusion/人物/墨幽人造人_v1040.safetensors
Traceback (most recent call last):
  File "/Users/alyears/stable-diffusion-webui/venv/lib/python3.10/site-packages/gradio/routes.py", line 488, in run_predict
    output = await app.get_blocks().process_api(
  File "/Users/alyears/stable-diffusion-webui/venv/lib/python3.10/site-packages/gradio/blocks.py", line 1431, in process_api
    result = await self.call_function(
  File "/Users/alyears/stable-diffusion-webui/venv/lib/python3.10/site-packages/gradio/blocks.py", line 1103, in call_function
    prediction = await anyio.to_thread.run_sync(
  File "/Users/alyears/stable-diffusion-webui/venv/lib/python3.10/site-packages/anyio/to_thread.py", line 33, in run_sync
    return await get_asynclib().run_sync_in_worker_thread(
  File "/Users/alyears/stable-diffusion-webui/venv/lib/python3.10/site-packages/anyio/_backends/_asyncio.py", line 877, in run_sync_in_worker_thread
    return await future
  File "/Users/alyears/stable-diffusion-webui/venv/lib/python3.10/site-packages/anyio/_backends/_asyncio.py", line 807, in run
    result = context.run(func, *args)
  File "/Users/alyears/stable-diffusion-webui/venv/lib/python3.10/site-packages/gradio/utils.py", line 707, in wrapper
    response = f(*args, **kwargs)
  File "/Users/alyears/stable-diffusion-webui/modules/ui_extra_networks.py", line 392, in pages_html
    return refresh()
  File "/Users/alyears/stable-diffusion-webui/modules/ui_extra_networks.py", line 398, in refresh
    pg.refresh()
  File "/Users/alyears/stable-diffusion-webui/modules/ui_extra_networks_textual_inversion.py", line 13, in refresh
    sd_hijack.model_hijack.embedding_db.load_textual_inversion_embeddings(force_reload=True)
  File "/Users/alyears/stable-diffusion-webui/modules/textual_inversion/textual_inversion.py", line 255, in load_textual_inversion_embeddings
    self.expected_shape = self.get_expected_shape()
  File "/Users/alyears/stable-diffusion-webui/modules/textual_inversion/textual_inversion.py", line 154, in get_expected_shape
    vec = shared.sd_model.cond_stage_model.encode_embedding_init_text(",", 1)
AttributeError: 'NoneType' object has no attribute 'cond_stage_model'
Creating model from config: /Users/alyears/stable-diffusion-webui/configs/v1-inference.yaml
loading stable diffusion model: TypeError
Traceback (most recent call last):
  File "/opt/homebrew/Cellar/python@3.10/3.10.12_1/Frameworks/Python.framework/Versions/3.10/lib/python3.10/threading.py", line 973, in _bootstrap
    self._bootstrap_inner()
  File "/opt/homebrew/Cellar/python@3.10/3.10.12_1/Frameworks/Python.framework/Versions/3.10/lib/python3.10/threading.py", line 1016, in _bootstrap_inner
    self.run()
  File "/Users/alyears/stable-diffusion-webui/venv/lib/python3.10/site-packages/anyio/_backends/_asyncio.py", line 807, in run
    result = context.run(func, *args)
  File "/Users/alyears/stable-diffusion-webui/venv/lib/python3.10/site-packages/gradio/utils.py", line 707, in wrapper
    response = f(*args, **kwargs)
  File "/Users/alyears/stable-diffusion-webui/modules/ui.py", line 1298, in <lambda>
    update_image_cfg_scale_visibility = lambda: gr.update(visible=shared.sd_model and shared.sd_model.cond_stage_key == "edit")
  File "/Users/alyears/stable-diffusion-webui/modules/shared_items.py", line 110, in sd_model
    return modules.sd_models.model_data.get_sd_model()
  File "/Users/alyears/stable-diffusion-webui/modules/sd_models.py", line 499, in get_sd_model
    load_model()
  File "/Users/alyears/stable-diffusion-webui/modules/sd_models.py", line 626, in load_model
    load_model_weights(sd_model, checkpoint_info, state_dict, timer)
  File "/Users/alyears/stable-diffusion-webui/modules/sd_models.py", line 353, in load_model_weights
    model.load_state_dict(state_dict, strict=False)
  File "/Users/alyears/stable-diffusion-webui/modules/sd_disable_initialization.py", line 223, in <lambda>
    module_load_state_dict = self.replace(torch.nn.Module, 'load_state_dict', lambda *args, **kwargs: load_state_dict(module_load_state_dict, *args, **kwargs))
  File "/Users/alyears/stable-diffusion-webui/modules/sd_disable_initialization.py", line 221, in load_state_dict
    original(module, state_dict, strict=strict)
  File "/Users/alyears/stable-diffusion-webui/venv/lib/python3.10/site-packages/torch/nn/modules/module.py", line 2027, in load_state_dict
    load(self, state_dict)
  File "/Users/alyears/stable-diffusion-webui/venv/lib/python3.10/site-packages/torch/nn/modules/module.py", line 2015, in load
    load(child, child_state_dict, child_prefix)
  File "/Users/alyears/stable-diffusion-webui/venv/lib/python3.10/site-packages/torch/nn/modules/module.py", line 2015, in load
    load(child, child_state_dict, child_prefix)
  File "/Users/alyears/stable-diffusion-webui/venv/lib/python3.10/site-packages/torch/nn/modules/module.py", line 2015, in load
    load(child, child_state_dict, child_prefix)
  [Previous line repeated 3 more times]
  File "/Users/alyears/stable-diffusion-webui/venv/lib/python3.10/site-packages/torch/nn/modules/module.py", line 2009, in load
    module._load_from_state_dict(
  File "/Users/alyears/stable-diffusion-webui/modules/sd_disable_initialization.py", line 226, in <lambda>
    conv2d_load_from_state_dict = self.replace(torch.nn.Conv2d, '_load_from_state_dict', lambda *args, **kwargs: load_from_state_dict(conv2d_load_from_state_dict, *args, **kwargs))
  File "/Users/alyears/stable-diffusion-webui/modules/sd_disable_initialization.py", line 191, in load_from_state_dict
    module._parameters[name] = torch.nn.parameter.Parameter(torch.zeros_like(param, device=device, dtype=dtype), requires_grad=param.requires_grad)
  File "/Users/alyears/stable-diffusion-webui/venv/lib/python3.10/site-packages/torch/_meta_registrations.py", line 1780, in zeros_like
    return aten.empty_like.default(
  File "/Users/alyears/stable-diffusion-webui/venv/lib/python3.10/site-packages/torch/_ops.py", line 287, in __call__
    return self._op(*args, **kwargs or {})
  File "/Users/alyears/stable-diffusion-webui/venv/lib/python3.10/site-packages/torch/_refs/__init__.py", line 4254, in empty_like
    return torch.empty_strided(
TypeError: Cannot convert a MPS Tensor to float64 dtype as the MPS framework doesn't support float64. Please use float32 instead.


Stable diffusion model failed to load
```


### Additional information

_No response_