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remove unused ViT variations
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parent
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commit
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@ -6,13 +6,7 @@ from .dinov2 import (
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DINOv2_small,
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DINOv2_small_reg,
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)
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from .vit import (
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ViT,
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ViT_base,
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ViT_large,
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ViT_small,
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ViT_tiny,
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)
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from .vit import ViT
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__all__ = [
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"DINOv2_base",
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@ -22,8 +16,4 @@ __all__ = [
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"DINOv2_small",
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"DINOv2_small_reg",
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"ViT",
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"ViT_base",
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"ViT_large",
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"ViT_small",
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"ViT_tiny",
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]
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@ -305,71 +305,3 @@ class ViT(fl.Chain):
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dtype=dtype,
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)
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self.insert_before_type(Transformer, registers)
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class ViT_tiny(ViT):
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def __init__(
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self,
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device: torch.device | str | None = None,
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dtype: torch.dtype | None = None,
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) -> None:
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super().__init__(
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embedding_dim=192,
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patch_size=16,
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image_size=224,
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num_layers=12,
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num_heads=3,
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device=device,
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dtype=dtype,
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)
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class ViT_small(ViT):
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def __init__(
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self,
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device: torch.device | str | None = None,
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dtype: torch.dtype | None = None,
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) -> None:
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super().__init__(
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embedding_dim=384,
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patch_size=16,
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image_size=224,
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num_layers=12,
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num_heads=6,
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device=device,
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dtype=dtype,
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)
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class ViT_base(ViT):
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def __init__(
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self,
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device: torch.device | str | None = None,
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dtype: torch.dtype | None = None,
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) -> None:
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super().__init__(
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embedding_dim=768,
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patch_size=16,
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image_size=224,
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num_layers=12,
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num_heads=12,
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device=device,
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dtype=dtype,
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)
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class ViT_large(ViT):
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def __init__(
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self,
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device: torch.device | str | None = None,
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dtype: torch.dtype | None = None,
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) -> None:
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super().__init__(
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embedding_dim=1024,
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patch_size=16,
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image_size=224,
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num_layers=24,
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num_heads=16,
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device=device,
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dtype=dtype,
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)
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