ONE - On-device Neural Engine
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Driver.cpp File Reference
#include "Dump.h"
#include <arser/arser.h>
#include <foder/FileLoader.h>
#include <functional>
#include <iostream>
#include <map>
#include <memory>
#include <vector>
#include <string>

Go to the source code of this file.

Functions

int entry (int argc, char **argv)
 

Function Documentation

◆ entry()

int entry ( int  argc,
char **  argv 
)

Definition at line 29 of file Driver.cpp.

30{
32 "circle-inspect allows users to retrieve various information from a Circle model file"};
33 arser.add_argument("--operators").nargs(0).help("Dump operators in circle file");
34 arser.add_argument("--conv2d_weight")
35 .nargs(0)
36 .help("Dump Conv2D series weight operators in circle file");
37 arser.add_argument("--constants").nargs(0).help("Dump constant tensors name");
38 arser.add_argument("--op_version").nargs(0).help("Dump versions of the operators in circle file");
39 arser.add_argument("--tensor_dtype").nargs(0).help("Dump dtype of tensors");
40 arser.add_argument("--tensor_shape").nargs(0).help("Dump shape of tensors");
41 arser.add_argument("circle").help("Circle file to inspect");
42
43 try
44 {
45 arser.parse(argc, argv);
46 }
47 catch (const std::runtime_error &err)
48 {
49 std::cout << err.what() << std::endl;
50 std::cout << arser;
51 return 255;
52 }
53
54 if (!arser["--operators"] && !arser["--conv2d_weight"] && !arser["--op_version"] &&
55 !arser["--tensor_dtype"] && !arser["--constants"] && !arser["--tensor_shape"])
56 {
57 std::cout << "At least one option must be specified" << std::endl;
58 std::cout << arser;
59 return 255;
60 }
61
62 std::vector<std::unique_ptr<circleinspect::DumpInterface>> dumps;
63
64 if (arser["--operators"])
65 dumps.push_back(std::make_unique<circleinspect::DumpOperators>());
66 if (arser["--conv2d_weight"])
67 dumps.push_back(std::make_unique<circleinspect::DumpConv2DWeight>());
68 if (arser["--op_version"])
69 dumps.push_back(std::make_unique<circleinspect::DumpOperatorVersion>());
70 if (arser["--tensor_dtype"])
71 dumps.push_back(std::make_unique<circleinspect::DumpTensorDType>());
72 if (arser["--constants"])
73 dumps.push_back(std::make_unique<circleinspect::DumpConstants>());
74 if (arser["--tensor_shape"])
75 dumps.push_back(std::make_unique<circleinspect::DumpTensorShape>());
76
77 std::string model_file = arser.get<std::string>("circle");
78
79 // Load Circle model from a circle file
80 foder::FileLoader fileLoader{model_file};
81 std::vector<char> modelData = fileLoader.load();
82 const circle::Model *circleModel = circle::GetModel(modelData.data());
83 if (circleModel == nullptr)
84 {
85 std::cerr << "ERROR: Failed to load circle '" << model_file << "'" << std::endl;
86 return 255;
87 }
88
89 for (auto &dump : dumps)
90 {
91 dump->run(std::cout, circleModel, &modelData);
92 }
93
94 return 0;
95}
DataBuffer load(void) const
Definition FileLoader.h:39
void dump(const coco::Op *op, int indent)
Definition Dump.cpp:177
Definition arser.h:39

References dump(), and foder::FileLoader::load().

Referenced by main().