| 14 | namespace embedx { |
| 15 | |
| 16 | GraphNode* SageEncoder(const std::string& prefix, GraphNode* hidden, |
| 17 | std::vector<GraphNode*> self_blocks, |
| 18 | std::vector<GraphNode*> neigh_blocks, |
| 19 | int sage_encoder_type, int depth, int sage_dim, |
| 20 | double relu_alpha) { |
| 21 | GraphNode* next_hidden = hidden; |
| 22 | for (int i = 0; i < depth; ++i) { |
| 23 | auto* self_block = self_blocks[i]; |
| 24 | auto* neigh_block = neigh_blocks[i]; |
| 25 | if (sage_encoder_type == 0) { |
| 26 | next_hidden = PinsageEncoder( |
| 27 | "PinsageEncoder_" + prefix + std::to_string(i), next_hidden, |
| 28 | self_block, neigh_block, sage_dim, relu_alpha); |
| 29 | } else { |
| 30 | next_hidden = DenseSageEncoder( |
| 31 | "DenseSageEncoder_" + prefix + std::to_string(i), next_hidden, |
| 32 | self_block, neigh_block, sage_dim, true, relu_alpha); |
| 33 | } |
| 34 | } |
| 35 | return next_hidden; |
| 36 | } |
| 37 | |
| 38 | } // namespace embedx |
no test coverage detected