File TorchEdgeClassifier.hpp

namespace Acts

Note

This file is foreseen for the Geometry module to replace Extent

class TorchEdgeClassifier : public Acts::EdgeClassificationBase

#include <Acts/Plugins/ExaTrkX/TorchEdgeClassifier.hpp>

Public Functions

TorchEdgeClassifier(const Config &cfg, std::unique_ptr<const Logger> logger)

~TorchEdgeClassifier()

inline Config config() const

virtual std::tuple<std::any, std::any, std::any> operator()(std::any nodes, std::any edges) override

Perform edge classification.

Parameters

• nodes – Node tensor with shape (n_nodes, n_node_features)

• edges – Edge-index tensor with shape (2, n_edges)

Returns

(node_tensor, edge_tensor, score_tensor)

Private Functions

inline const auto &logger() const

Private Members

Config m_cfg

c10::DeviceType m_deviceType

std::unique_ptr<const Acts::Logger> m_logger

std::unique_ptr<torch::jit::Module> m_model

struct Config

#include <Acts/Plugins/ExaTrkX/TorchEdgeClassifier.hpp>

Public Members

float cut = 0.21

std::string modelPath

int nChunks = 1

bool undirected = false

namespace c10

namespace jit