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1 Parent(s): 95f2018

Upload TokenGTForGraphClassification

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Files changed (2) hide show
  1. config.json +67 -0
  2. pytorch_model.bin +3 -0
config.json ADDED
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+ {
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+ "activation_dropout": 0.1,
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+ "activation_fn": "gelu",
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+ "apply_graphormer_init": true,
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+ "architectures": [
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+ "TokenGTForGraphClassification"
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+ ],
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+ "attention_dropout": 0.1,
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+ "bias": true,
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+ "bos_token_id": 1,
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+ "dropout": 0.0,
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+ "edge_type": "multi_hop",
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+ "embed_scale": null,
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+ "embedding_dim": 768,
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+ "encoder_normalize_before": true,
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+ "eos_token_id": 2,
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+ "ffn_embedding_dim": 768,
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+ "freeze_embeddings": false,
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+ "init_fn": null,
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+ "kdim": null,
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+ "lap_node_id": false,
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+ "lap_node_id_eig_dropout": 0.0,
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+ "lap_node_id_k": 8,
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+ "lap_node_id_sign_flip": true,
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+ "layerdrop": 0.0,
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+ "layernorm_style": "prenorm",
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+ "max_nodes": 128,
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+ "model_type": "tokengt",
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+ "multi_hop_max_dist": 5,
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+ "n_trans_layers_to_freeze": 0,
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+ "no_token_positional_embeddings": false,
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+ "num_atoms": 4608,
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+ "num_attention_heads": 32,
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+ "num_classes": 1,
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+ "num_edge_dis": 128,
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+ "num_edges": 1536,
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+ "num_in_degree": 512,
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+ "num_layers": 12,
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+ "num_out_degree": 512,
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+ "num_spatial": 512,
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+ "orf_node_id": true,
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+ "orf_node_id_dim": 64,
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+ "pad_token_id": 0,
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+ "performer": false,
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+ "performer_auto_check_redraw": true,
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+ "performer_feature_redraw_interval": 1000,
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+ "performer_finetune": false,
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+ "performer_generalized_attention": false,
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+ "performer_nb_features": null,
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+ "q_noise": 0.0,
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+ "qn_block_size": 8,
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+ "rand_node_id": false,
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+ "rand_node_id_dim": 64,
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+ "return_attention": false,
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+ "self_attention": true,
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+ "share_encoder_input_output_embed": false,
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+ "share_input_output_embed": false,
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+ "spatial_pos_max": 1024,
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+ "stochastic_depth": false,
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+ "tasks_weights": null,
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+ "torch_dtype": "float32",
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+ "traceable": false,
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+ "transformers_version": "4.27.0.dev0",
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+ "type_id": true,
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+ "uses_fixed_gaussian_features": false,
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+ "vdim": null
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+ }
pytorch_model.bin ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:c61afd261c44373647214f8a5dea5da61400398400bdc5aa6ff91b4acf81dc53
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+ size 194334101