Class Acts::GraphConstructionBase

class GraphConstructionBase

Subclassed by Acts::OnnxMetricLearning, Acts::TorchMetricLearning

Public Functions

virtual ~GraphConstructionBase() = default
virtual std::tuple<std::any, std::any> operator()(std::vector<float> &inputValues, std::size_t numNodes, int deviceHint = -1) = 0

Perform the graph construction.

Parameters

  • inputValues – Flattened input data

  • numNodes – Number of nodes. inputValues.size() / numNodes then gives the number of features

  • deviceHint – Which GPU to pick. Not relevant for CPU-only builds

Returns

(node_tensor, edge_tensore)