Simple interface class to take care of basic ONNX networks.
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#include <RivetONNXrt.hh>
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| RivetONNXrt (const string &filename, const string &runname="RivetONNXrt") |
| | Constructor.
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| vector< vector< float > > | compute (vector< vector< float > > &inputs) const |
| | Given a multi-node input vector, populate and return the multi-node output vector.
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vector< float > | compute (const vector< float > &inputs) const |
| | Given a single-node input vector, populate and return the single-node output vector.
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bool | hasKey (const std::string &key) const |
| | Method to check if key exists in network metatdata.
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| template<typename T , typename std::enable_if_t<!is_iterable_v< T >|is_cstring_v< T > > > |
| T | retrieve (const std::string &key) const |
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std::string | retrieve (const std::string &key) const |
| | Template specialisation of retrieve for std::string.
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template<typename T > |
| vector< T > | retrieve (const std::string &key) const |
| | Overload of retrieve for vector<T>
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template<typename T > |
| vector< T > | retrieve (const std::string &key, const vector< T > &defaultreturn) const |
| | Overload of retrieve for vector<T>, with a default return.
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std::string | retrieve (const std::string &key, const std::string &defaultreturn) const |
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| template<typename T , typename std::enable_if_t<!is_iterable_v< T >|is_cstring_v< T > > > |
| T | retrieve (const std::string &key, const T &defaultreturn) const |
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Log & | getLog () const |
| | Logger.
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std::ostream & | operator<< (std::ostream &os, const RivetONNXrt &rort) |
| | Printing function for debugging.
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Simple interface class to take care of basic ONNX networks.
See analyses/examples/EXAMPLE_ONNX.cc for how to use this.
- Note
- A node is not a neuron but a single tensor of arbitrary dimension size
◆ compute()
| vector< vector< float > > Rivet::RivetONNXrt::compute |
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vector< vector< float > > & |
inputs | ) |
const |
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inline |
Given a multi-node input vector, populate and return the multi-node output vector.
Check that number of input nodes matches what the model expects
Referenced by compute().
◆ retrieve() [1/2]
template<typename T , typename std::enable_if_t<!is_iterable_v< T >|is_cstring_v< T > > >
| T Rivet::RivetONNXrt::retrieve |
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const std::string & |
key | ) |
const |
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inline |
Method to retrieve value associated with key from network metadata and return value as type T
Referenced by retrieve().
◆ retrieve() [2/2]
template<typename T , typename std::enable_if_t<!is_iterable_v< T >|is_cstring_v< T > > >
| T Rivet::RivetONNXrt::retrieve |
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const std::string & |
key, |
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const T & |
defaultreturn |
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Variation of retrieve method that falls back to defaultreturn if key cannot be found
The documentation for this class was generated from the following file:
1.9.8
