File TorchMetricLearning.hpp

namespace Acts

Note

This file is foreseen for the Geometry module to replace Extent

class TorchMetricLearning : public Acts::GraphConstructionBase

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

Public Functions

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

~TorchMetricLearning()

inline Config config() const

virtual std::tuple<std::any, std::any> operator()(std::vector<float> &inputValues) override

Perform the graph construction.

Parameters

inputValues – Flattened input data

Returns

(node_tensor, edge_tensore)

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/TorchMetricLearning.hpp>

Public Members

int embeddingDim = 8

int knnVal = 500

std::string modelPath

float rVal = 1.6

int spacepointFeatures = 3

namespace c10

namespace jit