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| model: | |
| name: clip_dino_gnn | |
| num_attributes: 12 | |
| primary_object_class: chair | |
| encoders: | |
| clip: | |
| enabled: true | |
| model_name: vit_base_patch16_clip_224.openai | |
| pretrained: true | |
| output_dim: 512 | |
| freeze_stage1: true | |
| dino: | |
| enabled: true | |
| model_name: vit_base_patch14_dinov2.lvd142m | |
| pretrained: true | |
| output_dim: 768 | |
| freeze_stage1: true | |
| fusion: | |
| type: concat | |
| output_dim: 1280 | |
| projected_fusion: | |
| enabled: false | |
| hidden_dim: 512 | |
| gated_fusion: | |
| enabled: false | |
| hidden_dim: 512 | |
| graph: | |
| variant: bipartite | |
| include_attribute_priors: false | |
| edge_weighting: | |
| labeled_positive: 1.0 | |
| weak_min: 0.3 | |
| weak_max: 0.8 | |
| attribute_nodes: | |
| init_type: clip_text | |
| prompt_template: "a {attribute} chair" | |
| trainable_dim: 256 | |
| gnn: | |
| type: gat | |
| layers: | |
| - in_dim: 1280 | |
| out_dim: 512 | |
| heads: 4 | |
| dropout: 0.2 | |
| - in_dim: 512 | |
| out_dim: 256 | |
| heads: 2 | |
| dropout: 0.2 | |
| classifier: | |
| in_dim: 256 | |
| out_dim: 12 | |
| baseline_heads: | |
| mlp: | |
| enabled: true | |
| hidden_dims: | |
| - 512 | |
| - 256 | |
| dropout: 0.2 | |