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Hi,
In egnn_pytorch_geometric.py line 426 - 429 seem some error layer[0] is EGNN_Sparse and layer[-1] is GlobalLinearAttention,
so the true code should be x_attn = layer[-1](x[:, self.pos_dim:], global_tokens) x = torch.cat( (x[:, :self.pos_dim], x_attn), dim=-1) x = layer[0](x, edge_index, edge_attr, batch=batch, size=bsize)