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Update config.py add dinov2 with registers #236

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Update config.py add dinov2 with registers #236

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6 changes: 3 additions & 3 deletions rfdetr/config.py
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Original file line number Diff line number Diff line change
Expand Up @@ -11,7 +11,7 @@
DEVICE = "cuda" if torch.cuda.is_available() else "mps" if torch.backends.mps.is_available() else "cpu"

class ModelConfig(BaseModel):
encoder: Literal["dinov2_windowed_small", "dinov2_windowed_base"]
encoder: Literal["dinov2_windowed_small", "dinov2_windowed_base", "dinov2_registers_windowed_small"]
out_feature_indexes: List[int]
dec_layers: int = 3
two_stage: bool = True
Expand All @@ -32,7 +32,7 @@ class ModelConfig(BaseModel):
gradient_checkpointing: bool = False

class RFDETRBaseConfig(ModelConfig):
encoder: Literal["dinov2_windowed_small", "dinov2_windowed_base"] = "dinov2_windowed_small"
encoder: Literal["dinov2_windowed_small", "dinov2_windowed_base", "dinov2_registers_windowed_small"] = "dinov2_windowed_small"
hidden_dim: int = 256
sa_nheads: int = 8
ca_nheads: int = 16
Expand All @@ -44,7 +44,7 @@ class RFDETRBaseConfig(ModelConfig):
pretrain_weights: Optional[str] = "rf-detr-base.pth"

class RFDETRLargeConfig(RFDETRBaseConfig):
encoder: Literal["dinov2_windowed_small", "dinov2_windowed_base"] = "dinov2_windowed_base"
encoder: Literal["dinov2_windowed_small", "dinov2_windowed_base", "dinov2_registers_windowed_small"] = "dinov2_windowed_base"
hidden_dim: int = 384
sa_nheads: int = 12
ca_nheads: int = 24
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