esa-graph-encoder / config.json
Juan Viguera Diez
Fixed aggregation to match paper figure
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{
"model_type": "esa",
"auto_map": {
"AutoConfig": "configuration_esa.ESAConfig",
"AutoModel": "modeling_esa.ESAModel"
},
"node_feat_dim": 79,
"edge_feat_dim": 13,
"apply_attention_on": "edge",
"hidden_dims": [256, 256, 256, 256, 256],
"num_heads": [4, 4, 4, 4, 4],
"layer_types": ["M", "S", "M", "S", "P"],
"dim_output": 256,
"num_pma_seeds": 32,
"use_mlps": true,
"mlp_type": "gated_mlp",
"mlp_hidden_size": 64,
"num_mlp_layers": 2,
"use_mlp_ln": true,
"mlp_dropout": 0.0,
"xformers_or_torch_attn": "torch",
"pre_or_post": "post",
"norm_type": "LN",
"sab_dropout": 0.0,
"mab_dropout": 0.0,
"pma_dropout": 0.0,
"residual_dropout": 0.0,
"pma_residual_dropout": 0.0,
"use_bfloat16": true,
"set_max_items": 0
}