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clean code: get_torch_dtype; mps use float16 by default

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Qing
2024-01-08 23:53:20 +08:00
parent 6f4ce66793
commit a71c3fbe1b
8 changed files with 23 additions and 28 deletions
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7
iopaint/model/sdxl.py
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@@ -9,7 +9,7 @@ from loguru import logger
from iopaint.schema import InpaintRequest, ModelType
from .base import DiffusionInpaintModel
from .utils import handle_from_pretrained_exceptions
from .utils import handle_from_pretrained_exceptions, get_torch_dtype
class SDXL(DiffusionInpaintModel):
@@ -22,10 +22,7 @@ class SDXL(DiffusionInpaintModel):
def init_model(self, device: torch.device, **kwargs):
from diffusers.pipelines import StableDiffusionXLInpaintPipeline
fp16 = not kwargs.get("no_half", False)
use_gpu = device == torch.device("cuda") and torch.cuda.is_available()
torch_dtype = torch.float16 if use_gpu and fp16 else torch.float32
use_gpu, torch_dtype = get_torch_dtype(device, kwargs.get("no_half", False))
if self.model_info.model_type == ModelType.DIFFUSERS_SDXL:
num_in_channels = 4