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Prevent Grounding DINO and Segment Anything from being moved to MPS - they don't work on MPS devices.

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Ryan Dick
2024-07-30 23:04:15 +02:00
parent 2da9f913f3
commit 5701c79fab
2 changed files with 7 additions and 0 deletions
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4
invokeai/backend/grounded_sam/grounding_dino_pipeline.py
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@ -21,6 +21,10 @@ class GroundingDinoPipeline:
return results return results
def to(self, device: Optional[torch.device] = None, dtype: Optional[torch.dtype] = None) -> "GroundingDinoPipeline": def to(self, device: Optional[torch.device] = None, dtype: Optional[torch.dtype] = None) -> "GroundingDinoPipeline":
# HACK(ryand): The GroundingDinoPipeline does not work on MPS devices. We only allow it to be moved to CPU or
# CUDA.
if device is not None and device.type not in {"cpu", "cuda"}:
device = None
self._pipeline.model.to(device=device, dtype=dtype) self._pipeline.model.to(device=device, dtype=dtype)
self._pipeline.device = self._pipeline.model.device self._pipeline.device = self._pipeline.model.device
return self return self

3
invokeai/backend/grounded_sam/segment_anything_model.py
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@ -16,6 +16,9 @@ class SegmentAnythingModel:
self._sam_processor = sam_processor self._sam_processor = sam_processor
def to(self, device: Optional[torch.device] = None, dtype: Optional[torch.dtype] = None) -> "SegmentAnythingModel": def to(self, device: Optional[torch.device] = None, dtype: Optional[torch.dtype] = None) -> "SegmentAnythingModel":
# HACK(ryand): The SAM pipeline does not work on MPS devices. We only allow it to be moved to CPU or CUDA.
if device is not None and device.type not in {"cpu", "cuda"}:
device = None
self._sam_model.to(device=device, dtype=dtype) self._sam_model.to(device=device, dtype=dtype)
return self return self