#include #include #include #include #include #include namespace LightGBM { BruckMap::BruckMap() { k = 0; } BruckMap::BruckMap(int n) { k = n; // default set to -1 for (int i = 0; i < n; ++i) { in_ranks.push_back(-1); out_ranks.push_back(-1); } } BruckMap BruckMap::Construct(int rank, int num_machines) { // distance at k-th communication, distance[k] = 2^k std::vector distance; int k = 0; for (k = 0; (1 << k) < num_machines; ++k) { distance.push_back(1 << k); } BruckMap bruckMap(k); for (int j = 0; j < k; ++j) { // set incoming rank at k-th commuication const int in_rank = (rank + distance[j]) % num_machines; bruckMap.in_ranks[j] = in_rank; // set outgoing rank at k-th commuication const int out_rank = (rank - distance[j] + num_machines) % num_machines; bruckMap.out_ranks[j] = out_rank; } return bruckMap; } RecursiveHalvingMap::RecursiveHalvingMap() { k = 0; need_pairwise = true; } RecursiveHalvingMap::RecursiveHalvingMap(int in_k, bool in_need_pairwise) { need_pairwise = in_need_pairwise; k = in_k; if (!need_pairwise) { for (int i = 0; i < k; ++i) { // defalut set as -1 ranks.push_back(-1); send_block_start.push_back(-1); send_block_len.push_back(-1); recv_block_start.push_back(-1); recv_block_len.push_back(-1); } } } RecursiveHalvingMap RecursiveHalvingMap::Construct(int rank, int num_machines) { // construct all recursive halving map for all machines int k = 0; while ((1 << k) <= num_machines) { ++k; } // let 1 << k <= num_machines --k; // distance of each communication std::vector distance; for (int i = 0; i < k; ++i) { distance.push_back(1 << (k - 1 - i)); } if ((1 << k) == num_machines) { RecursiveHalvingMap rec_map(k, false); // if num_machines = 2^k, don't need to group machines for (int i = 0; i < k; ++i) { // communication direction, %2 == 0 is positive const int dir = ((rank / distance[i]) % 2 == 0) ? 1 : -1; // neighbor at k-th communication const int next_node_idx = rank + dir * distance[i]; rec_map.ranks[i] = next_node_idx; // receive data block at k-th communication const int recv_block_start = rank / distance[i]; rec_map.recv_block_start[i] = recv_block_start * distance[i]; rec_map.recv_block_len[i] = distance[i]; // send data block at k-th communication const int send_block_start = next_node_idx / distance[i]; rec_map.send_block_start[i] = send_block_start * distance[i]; rec_map.send_block_len[i] = distance[i]; } return rec_map; } else { return RecursiveHalvingMap(k, true); } } } // namespace LightGBM