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Fix tensor types

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This commit is contained in:
doctorpangloss 2024-09-06 11:04:32 -07:00
parent a4fb34a0b8
commit e8eab4dbc6
1 changed files with 11 additions and 0 deletions
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11
comfy/component_model/tensor_types.py
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@ -1,8 +1,19 @@
from typing import TypedDict
from jaxtyping import Float from jaxtyping import Float
from torch import Tensor from torch import Tensor
from typing_extensions import NotRequired
ImageBatch = Float[Tensor, "batch height width channels"] ImageBatch = Float[Tensor, "batch height width channels"]
LatentBatch = Float[Tensor, "batch channels height width"]
SD1LatentBatch = Float[Tensor, "batch 8 height width"]
SD3LatentBatch = Float[Tensor, "batch 16 height width"]
MaskBatch = Float[Tensor, "batch height width"] MaskBatch = Float[Tensor, "batch height width"]
RGBImageBatch = Float[Tensor, "batch height width 3"] RGBImageBatch = Float[Tensor, "batch height width 3"]
RGBAImageBatch = Float[Tensor, "batch height width 4"] RGBAImageBatch = Float[Tensor, "batch height width 4"]
RGBImage = Float[Tensor, "height width 3"] RGBImage = Float[Tensor, "height width 3"]
class Latent(TypedDict):
samples: LatentBatch
noise_mask: NotRequired[LatentBatch]