xref: /aosp_15_r20/external/pytorch/torch/csrc/jit/mobile/upgrader_mobile.cpp (revision da0073e96a02ea20f0ac840b70461e3646d07c45)
1 /**
2  * @generated
3  * This is an auto-generated file. Please do not modify it by hand.
4  * To re-generate, please run:
5  * cd ~/pytorch && python torchgen/operator_versions/gen_mobile_upgraders.py
6  */
7 
8 #include <caffe2/serialize/versions.h>
9 #include <torch/csrc/jit/mobile/upgrader_mobile.h>
10 
11 namespace c10 {
12 TypePtr parseType(const std::string& pythonStr);
13 } // namespace c10
14 
15 namespace torch::jit {
16 
17 // clang-format off
18 
19 // From operator_versions_map
20 
21 const std::unordered_map<std::string, std::vector<Upgrader>>
getOperatorVersionMapForMobile()22 getOperatorVersionMapForMobile() {
23   static std::unordered_map<std::string, std::vector<Upgrader>>
24         operatorVersionMapForMobile({
25                 {std::string("aten::div.Scalar"),
26                     std::vector<Upgrader>({
27                         Upgrader({0, 3, "div_Scalar_0_3", 0})
28                     })},
29                 {std::string("aten::div.Scalar_mode"),
30                     std::vector<Upgrader>({
31                         Upgrader({0, 3, "div_Scalar_mode_0_3", 1})
32                     })},
33                 {std::string("aten::div.Tensor"),
34                     std::vector<Upgrader>({
35                         Upgrader({0, 3, "div_Tensor_0_3", 2})
36                     })},
37                 {std::string("aten::div.Tensor_mode"),
38                     std::vector<Upgrader>({
39                         Upgrader({0, 3, "div_Tensor_mode_0_3", 3})
40                     })},
41                 {std::string("aten::div.out"),
42                     std::vector<Upgrader>({
43                         Upgrader({0, 3, "div_out_0_3", 8})
44                     })},
45                 {std::string("aten::div.out_mode"),
46                     std::vector<Upgrader>({
47                         Upgrader({0, 3, "div_out_mode_0_3", 9})
48                     })},
49                 {std::string("aten::div_.Scalar"),
50                     std::vector<Upgrader>({
51                         Upgrader({0, 3, "div__Scalar_0_3", 4})
52                     })},
53                 {std::string("aten::div_.Scalar_mode"),
54                     std::vector<Upgrader>({
55                         Upgrader({0, 3, "div__Scalar_mode_0_3", 5})
56                     })},
57                 {std::string("aten::div_.Tensor"),
58                     std::vector<Upgrader>({
59                         Upgrader({0, 3, "div__Tensor_0_3", 6})
60                     })},
61                 {std::string("aten::div_.Tensor_mode"),
62                     std::vector<Upgrader>({
63                         Upgrader({0, 3, "div__Tensor_mode_0_3", 7})
64                     })},
65                 {std::string("aten::gelu"),
66                     std::vector<Upgrader>({
67                         Upgrader({0, 9, "gelu_0_9", 11})
68                     })},
69                 {std::string("aten::gelu.out"),
70                     std::vector<Upgrader>({
71                         Upgrader({0, 9, "gelu_out_0_9", 12})
72                     })},
73                 {std::string("aten::linspace"),
74                     std::vector<Upgrader>({
75                         Upgrader({0, 7, "linspace_0_7", 13})
76                     })},
77                 {std::string("aten::linspace.out"),
78                     std::vector<Upgrader>({
79                         Upgrader({0, 7, "linspace_out_0_7", 14})
80                     })},
81                 {std::string("aten::logspace"),
82                     std::vector<Upgrader>({
83                         Upgrader({0, 8, "logspace_0_8", 15})
84                     })},
85                 {std::string("aten::logspace.out"),
86                     std::vector<Upgrader>({
87                         Upgrader({0, 8, "logspace_out_0_8", 16})
88                     })},
89       });
90   return operatorVersionMapForMobile;
91 }
92 
getUpgraderBytecodeList()93 const std::vector<ByteCodeFunctionWithOperator>& getUpgraderBytecodeList() {
94   auto generate_upgrader_bytecode_list = []() {
95     std::vector<ByteCodeFunctionWithOperator> upgrader_function_list({
96                    ByteCodeFunctionWithOperator({
97                            mobile::Function::registerFunc(
98                                "div_Scalar_0_3",
99                                std::vector<Instruction>({
100                                            Instruction{OpCode::STOREN, 1, 2},
101                                            Instruction{OpCode::LOAD, 1, 0},
102                                            Instruction{OpCode::OP, 0, 0},
103                                            Instruction{OpCode::JF, 3, 0},
104                                            Instruction{OpCode::LOADC, 1, 0},
105                                            Instruction{OpCode::JMP, 3, 0},
106                                            Instruction{OpCode::LOAD, 2, 0},
107                                            Instruction{OpCode::ISINSTANCE, 0, 1},
108                                            Instruction{OpCode::STORE, 3, 0},
109                                            Instruction{OpCode::MOVE, 3, 0},
110                                            Instruction{OpCode::JF, 5, 0},
111                                            Instruction{OpCode::LOAD, 1, 0},
112                                            Instruction{OpCode::LOAD, 2, 0},
113                                            Instruction{OpCode::OP, 1, 0},
114                                            Instruction{OpCode::JMP, 6, 0},
115                                            Instruction{OpCode::LOAD, 1, 0},
116                                            Instruction{OpCode::LOAD, 2, 0},
117                                            Instruction{OpCode::OP, 2, 0},
118                                            Instruction{OpCode::LOADC, 0, 0},
119                                            Instruction{OpCode::OP, 3, 0},
120                                            Instruction{OpCode::STORE, 4, 0},
121                                            Instruction{OpCode::DROPR, 2, 0},
122                                            Instruction{OpCode::DROPR, 1, 0},
123                                            Instruction{OpCode::MOVE, 4, 0},
124                                            Instruction{OpCode::RET, 0, 0},
125                                    }), // instructions list,
126                                std::vector<c10::IValue>({
127                                            c10::IValue("trunc"),
128                                            c10::IValue(true),
129                                    }), // constants list,
130                                std::vector<c10::TypePtr>({
131                                        c10::parseType("float"),
132                                    }), // types list,
133                                4
134                            ),
135                            std::vector<OperatorString>({
136                                    OperatorString({"aten::is_floating_point", "", 1}),
137                                    OperatorString({"aten::div", "Scalar", 2}),
138                                    OperatorString({"prim::unchecked_cast", "", 1}),
139                                    OperatorString({"aten::div", "Scalar_mode", 3}),
140                            }), // operators list
141                    }),
142                    ByteCodeFunctionWithOperator({
143                            mobile::Function::registerFunc(
144                                "div_Scalar_mode_0_3",
145                                std::vector<Instruction>({
146                                            Instruction{OpCode::STOREN, 1, 3},
147                                            Instruction{OpCode::MOVE, 1, 0},
148                                            Instruction{OpCode::MOVE, 2, 0},
149                                            Instruction{OpCode::MOVE, 3, 0},
150                                            Instruction{OpCode::OP, 0, 0},
151                                            Instruction{OpCode::RET, 0, 0},
152                                    }), // instructions list,
153                                std::vector<c10::IValue>(), // constants list,
154                                std::vector<c10::TypePtr>(), // types list,
155                                3
156                            ),
157                            std::vector<OperatorString>({
158                                    OperatorString({"aten::div", "Scalar_mode", 3}),
159                            }), // operators list
160                    }),
161                    ByteCodeFunctionWithOperator({
162                            mobile::Function::registerFunc(
163                                "div_Tensor_0_3",
164                                std::vector<Instruction>({
165                                            Instruction{OpCode::STOREN, 1, 2},
166                                            Instruction{OpCode::LOAD, 1, 0},
167                                            Instruction{OpCode::OP, 0, 0},
168                                            Instruction{OpCode::JF, 3, 0},
169                                            Instruction{OpCode::LOADC, 1, 0},
170                                            Instruction{OpCode::JMP, 3, 0},
171                                            Instruction{OpCode::LOAD, 2, 0},
172                                            Instruction{OpCode::OP, 0, 0},
173                                            Instruction{OpCode::STORE, 3, 0},
174                                            Instruction{OpCode::MOVE, 3, 0},
175                                            Instruction{OpCode::JF, 5, 0},
176                                            Instruction{OpCode::LOAD, 1, 0},
177                                            Instruction{OpCode::LOAD, 2, 0},
178                                            Instruction{OpCode::OP, 1, 0},
179                                            Instruction{OpCode::JMP, 5, 0},
180                                            Instruction{OpCode::LOAD, 1, 0},
181                                            Instruction{OpCode::LOAD, 2, 0},
182                                            Instruction{OpCode::LOADC, 0, 0},
183                                            Instruction{OpCode::OP, 2, 0},
184                                            Instruction{OpCode::STORE, 4, 0},
185                                            Instruction{OpCode::DROPR, 2, 0},
186                                            Instruction{OpCode::DROPR, 1, 0},
187                                            Instruction{OpCode::MOVE, 4, 0},
188                                            Instruction{OpCode::RET, 0, 0},
189                                    }), // instructions list,
190                                std::vector<c10::IValue>({
191                                            c10::IValue("trunc"),
192                                            c10::IValue(true),
193                                    }), // constants list,
194                                std::vector<c10::TypePtr>(), // types list,
195                                4
196                            ),
197                            std::vector<OperatorString>({
198                                    OperatorString({"aten::is_floating_point", "", 1}),
199                                    OperatorString({"aten::div", "Tensor", 2}),
200                                    OperatorString({"aten::div", "Tensor_mode", 3}),
201                            }), // operators list
202                    }),
203                    ByteCodeFunctionWithOperator({
204                            mobile::Function::registerFunc(
205                                "div_Tensor_mode_0_3",
206                                std::vector<Instruction>({
207                                            Instruction{OpCode::STOREN, 1, 3},
208                                            Instruction{OpCode::MOVE, 1, 0},
209                                            Instruction{OpCode::MOVE, 2, 0},
210                                            Instruction{OpCode::MOVE, 3, 0},
211                                            Instruction{OpCode::OP, 0, 0},
212                                            Instruction{OpCode::RET, 0, 0},
213                                    }), // instructions list,
214                                std::vector<c10::IValue>(), // constants list,
215                                std::vector<c10::TypePtr>(), // types list,
216                                3
217                            ),
218                            std::vector<OperatorString>({
219                                    OperatorString({"aten::div", "Tensor_mode", 3}),
220                            }), // operators list
221                    }),
222                    ByteCodeFunctionWithOperator({
223                            mobile::Function::registerFunc(
224                                "div__Scalar_0_3",
225                                std::vector<Instruction>({
226                                            Instruction{OpCode::STOREN, 1, 2},
227                                            Instruction{OpCode::LOAD, 1, 0},
228                                            Instruction{OpCode::OP, 0, 0},
229                                            Instruction{OpCode::JF, 3, 0},
230                                            Instruction{OpCode::LOADC, 1, 0},
231                                            Instruction{OpCode::JMP, 3, 0},
232                                            Instruction{OpCode::LOAD, 2, 0},
233                                            Instruction{OpCode::ISINSTANCE, 0, 1},
234                                            Instruction{OpCode::STORE, 3, 0},
235                                            Instruction{OpCode::MOVE, 3, 0},
236                                            Instruction{OpCode::JF, 5, 0},
237                                            Instruction{OpCode::LOAD, 1, 0},
238                                            Instruction{OpCode::LOAD, 2, 0},
239                                            Instruction{OpCode::OP, 1, 0},
240                                            Instruction{OpCode::JMP, 6, 0},
241                                            Instruction{OpCode::LOAD, 1, 0},
242                                            Instruction{OpCode::LOAD, 2, 0},
243                                            Instruction{OpCode::OP, 2, 0},
244                                            Instruction{OpCode::LOADC, 0, 0},
245                                            Instruction{OpCode::OP, 3, 0},
246                                            Instruction{OpCode::STORE, 4, 0},
247                                            Instruction{OpCode::DROPR, 2, 0},
248                                            Instruction{OpCode::DROPR, 1, 0},
249                                            Instruction{OpCode::MOVE, 4, 0},
250                                            Instruction{OpCode::RET, 0, 0},
251                                    }), // instructions list,
252                                std::vector<c10::IValue>({
253                                            c10::IValue("trunc"),
254                                            c10::IValue(true),
255                                    }), // constants list,
256                                std::vector<c10::TypePtr>({
257                                        c10::parseType("float"),
258                                    }), // types list,
259                                4
260                            ),
261                            std::vector<OperatorString>({
262                                    OperatorString({"aten::is_floating_point", "", 1}),
263                                    OperatorString({"aten::div_", "Scalar", 2}),
264                                    OperatorString({"prim::unchecked_cast", "", 1}),
265                                    OperatorString({"aten::div_", "Scalar_mode", 3}),
266                            }), // operators list
267                    }),
268                    ByteCodeFunctionWithOperator({
269                            mobile::Function::registerFunc(
270                                "div__Scalar_mode_0_3",
271                                std::vector<Instruction>({
272                                            Instruction{OpCode::STOREN, 1, 3},
273                                            Instruction{OpCode::MOVE, 1, 0},
274                                            Instruction{OpCode::MOVE, 2, 0},
275                                            Instruction{OpCode::MOVE, 3, 0},
276                                            Instruction{OpCode::OP, 0, 0},
277                                            Instruction{OpCode::RET, 0, 0},
278                                    }), // instructions list,
279                                std::vector<c10::IValue>(), // constants list,
280                                std::vector<c10::TypePtr>(), // types list,
281                                3
282                            ),
283                            std::vector<OperatorString>({
284                                    OperatorString({"aten::div_", "Scalar_mode", 3}),
285                            }), // operators list
286                    }),
287                    ByteCodeFunctionWithOperator({
288                            mobile::Function::registerFunc(
289                                "div__Tensor_0_3",
290                                std::vector<Instruction>({
291                                            Instruction{OpCode::STOREN, 1, 2},
292                                            Instruction{OpCode::LOAD, 1, 0},
293                                            Instruction{OpCode::OP, 0, 0},
294                                            Instruction{OpCode::JF, 3, 0},
295                                            Instruction{OpCode::LOADC, 1, 0},
296                                            Instruction{OpCode::JMP, 3, 0},
297                                            Instruction{OpCode::LOAD, 2, 0},
298                                            Instruction{OpCode::OP, 0, 0},
299                                            Instruction{OpCode::STORE, 3, 0},
300                                            Instruction{OpCode::MOVE, 3, 0},
301                                            Instruction{OpCode::JF, 5, 0},
302                                            Instruction{OpCode::LOAD, 1, 0},
303                                            Instruction{OpCode::LOAD, 2, 0},
304                                            Instruction{OpCode::OP, 1, 0},
305                                            Instruction{OpCode::JMP, 5, 0},
306                                            Instruction{OpCode::LOAD, 1, 0},
307                                            Instruction{OpCode::LOAD, 2, 0},
308                                            Instruction{OpCode::LOADC, 0, 0},
309                                            Instruction{OpCode::OP, 2, 0},
310                                            Instruction{OpCode::STORE, 4, 0},
311                                            Instruction{OpCode::DROPR, 2, 0},
312                                            Instruction{OpCode::DROPR, 1, 0},
313                                            Instruction{OpCode::MOVE, 4, 0},
314                                            Instruction{OpCode::RET, 0, 0},
315                                    }), // instructions list,
316                                std::vector<c10::IValue>({
317                                            c10::IValue("trunc"),
318                                            c10::IValue(true),
319                                    }), // constants list,
320                                std::vector<c10::TypePtr>(), // types list,
321                                4
322                            ),
323                            std::vector<OperatorString>({
324                                    OperatorString({"aten::is_floating_point", "", 1}),
325                                    OperatorString({"aten::div_", "Tensor", 2}),
326                                    OperatorString({"aten::div_", "Tensor_mode", 3}),
327                            }), // operators list
328                    }),
329                    ByteCodeFunctionWithOperator({
330                            mobile::Function::registerFunc(
331                                "div__Tensor_mode_0_3",
332                                std::vector<Instruction>({
333                                            Instruction{OpCode::STOREN, 1, 3},
334                                            Instruction{OpCode::MOVE, 1, 0},
335                                            Instruction{OpCode::MOVE, 2, 0},
336                                            Instruction{OpCode::MOVE, 3, 0},
337                                            Instruction{OpCode::OP, 0, 0},
338                                            Instruction{OpCode::RET, 0, 0},
339                                    }), // instructions list,
340                                std::vector<c10::IValue>(), // constants list,
341                                std::vector<c10::TypePtr>(), // types list,
342                                3
343                            ),
344                            std::vector<OperatorString>({
345                                    OperatorString({"aten::div_", "Tensor_mode", 3}),
346                            }), // operators list
347                    }),
348                    ByteCodeFunctionWithOperator({
349                            mobile::Function::registerFunc(
350                                "div_out_0_3",
351                                std::vector<Instruction>({
352                                            Instruction{OpCode::STOREN, 1, 3},
353                                            Instruction{OpCode::LOAD, 1, 0},
354                                            Instruction{OpCode::OP, 0, 0},
355                                            Instruction{OpCode::JF, 3, 0},
356                                            Instruction{OpCode::LOADC, 1, 0},
357                                            Instruction{OpCode::JMP, 3, 0},
358                                            Instruction{OpCode::LOAD, 2, 0},
359                                            Instruction{OpCode::OP, 0, 0},
360                                            Instruction{OpCode::JF, 3, 0},
361                                            Instruction{OpCode::LOADC, 1, 0},
362                                            Instruction{OpCode::JMP, 3, 0},
363                                            Instruction{OpCode::LOAD, 3, 0},
364                                            Instruction{OpCode::OP, 0, 0},
365                                            Instruction{OpCode::STORE, 4, 0},
366                                            Instruction{OpCode::MOVE, 4, 0},
367                                            Instruction{OpCode::JF, 6, 0},
368                                            Instruction{OpCode::LOAD, 1, 0},
369                                            Instruction{OpCode::LOAD, 2, 0},
370                                            Instruction{OpCode::LOAD, 3, 0},
371                                            Instruction{OpCode::OP, 1, 0},
372                                            Instruction{OpCode::JMP, 6, 0},
373                                            Instruction{OpCode::LOAD, 1, 0},
374                                            Instruction{OpCode::LOAD, 2, 0},
375                                            Instruction{OpCode::LOADC, 0, 0},
376                                            Instruction{OpCode::LOAD, 3, 0},
377                                            Instruction{OpCode::OP, 2, 0},
378                                            Instruction{OpCode::STORE, 5, 0},
379                                            Instruction{OpCode::DROPR, 3, 0},
380                                            Instruction{OpCode::DROPR, 2, 0},
381                                            Instruction{OpCode::DROPR, 1, 0},
382                                            Instruction{OpCode::MOVE, 5, 0},
383                                            Instruction{OpCode::RET, 0, 0},
384                                    }), // instructions list,
385                                std::vector<c10::IValue>({
386                                            c10::IValue("trunc"),
387                                            c10::IValue(true),
388                                    }), // constants list,
389                                std::vector<c10::TypePtr>(), // types list,
390                                5
391                            ),
392                            std::vector<OperatorString>({
393                                    OperatorString({"aten::is_floating_point", "", 1}),
394                                    OperatorString({"aten::div", "out", 3}),
395                                    OperatorString({"aten::div", "out_mode", 4}),
396                            }), // operators list
397                    }),
398                    ByteCodeFunctionWithOperator({
399                            mobile::Function::registerFunc(
400                                "div_out_mode_0_3",
401                                std::vector<Instruction>({
402                                            Instruction{OpCode::STOREN, 1, 4},
403                                            Instruction{OpCode::MOVE, 1, 0},
404                                            Instruction{OpCode::MOVE, 2, 0},
405                                            Instruction{OpCode::MOVE, 3, 0},
406                                            Instruction{OpCode::MOVE, 4, 0},
407                                            Instruction{OpCode::OP, 0, 0},
408                                            Instruction{OpCode::RET, 0, 0},
409                                    }), // instructions list,
410                                std::vector<c10::IValue>(), // constants list,
411                                std::vector<c10::TypePtr>(), // types list,
412                                4
413                            ),
414                            std::vector<OperatorString>({
415                                    OperatorString({"aten::div", "out_mode", 4}),
416                            }), // operators list
417                    }),
418                    ByteCodeFunctionWithOperator({
419                            mobile::Function::registerFunc(
420                                "full_names_0_4",
421                                std::vector<Instruction>({
422                                            Instruction{OpCode::STOREN, 1, 7},
423                                            Instruction{OpCode::MOVE, 1, 0},
424                                            Instruction{OpCode::MOVE, 2, 0},
425                                            Instruction{OpCode::MOVE, 3, 0},
426                                            Instruction{OpCode::MOVE, 4, 0},
427                                            Instruction{OpCode::MOVE, 5, 0},
428                                            Instruction{OpCode::MOVE, 6, 0},
429                                            Instruction{OpCode::MOVE, 7, 0},
430                                            Instruction{OpCode::OP, 0, 0},
431                                            Instruction{OpCode::RET, 0, 0},
432                                    }), // instructions list,
433                                std::vector<c10::IValue>(), // constants list,
434                                std::vector<c10::TypePtr>(), // types list,
435                                7
436                            ),
437                            std::vector<OperatorString>({
438                                    OperatorString({"aten::full", "names", 7}),
439                            }), // operators list
440                    }),
441                    ByteCodeFunctionWithOperator({
442                            mobile::Function::registerFunc(
443                                "gelu_0_9",
444                                std::vector<Instruction>({
445                                            Instruction{OpCode::STORE, 1, 0},
446                                            Instruction{OpCode::MOVE, 1, 0},
447                                            Instruction{OpCode::OP, 0, 0},
448                                            Instruction{OpCode::RET, 0, 0},
449                                    }), // instructions list,
450                                std::vector<c10::IValue>({
451                                            c10::IValue("none"),
452                                    }), // constants list,
453                                std::vector<c10::TypePtr>(), // types list,
454                                1
455                            ),
456                            std::vector<OperatorString>({
457                                    OperatorString({"aten::gelu", "", 1}),
458                            }), // operators list
459                    }),
460                    ByteCodeFunctionWithOperator({
461                            mobile::Function::registerFunc(
462                                "gelu_out_0_9",
463                                std::vector<Instruction>({
464                                            Instruction{OpCode::STOREN, 1, 2},
465                                            Instruction{OpCode::MOVE, 1, 0},
466                                            Instruction{OpCode::MOVE, 2, 0},
467                                            Instruction{OpCode::OP, 0, 0},
468                                            Instruction{OpCode::RET, 0, 0},
469                                    }), // instructions list,
470                                std::vector<c10::IValue>({
471                                            c10::IValue("none"),
472                                    }), // constants list,
473                                std::vector<c10::TypePtr>(), // types list,
474                                2
475                            ),
476                            std::vector<OperatorString>({
477                                    OperatorString({"aten::gelu", "out", 2}),
478                            }), // operators list
479                    }),
480                    ByteCodeFunctionWithOperator({
481                            mobile::Function::registerFunc(
482                                "linspace_0_7",
483                                std::vector<Instruction>({
484                                            Instruction{OpCode::STOREN, 1, 7},
485                                            Instruction{OpCode::LOAD, 3, 0},
486                                            Instruction{OpCode::LOADC, 0, 0},
487                                            Instruction{OpCode::__IS__, 0, 0},
488                                            Instruction{OpCode::JF, 10, 0},
489                                            Instruction{OpCode::LOAD, 1, 0},
490                                            Instruction{OpCode::LOAD, 2, 0},
491                                            Instruction{OpCode::LOADC, 1, 0},
492                                            Instruction{OpCode::LOAD, 4, 0},
493                                            Instruction{OpCode::LOAD, 5, 0},
494                                            Instruction{OpCode::LOAD, 6, 0},
495                                            Instruction{OpCode::LOAD, 7, 0},
496                                            Instruction{OpCode::OP, 0, 0},
497                                            Instruction{OpCode::JMP, 10, 0},
498                                            Instruction{OpCode::LOAD, 1, 0},
499                                            Instruction{OpCode::LOAD, 2, 0},
500                                            Instruction{OpCode::LOAD, 3, 0},
501                                            Instruction{OpCode::OP, 1, 0},
502                                            Instruction{OpCode::LOAD, 4, 0},
503                                            Instruction{OpCode::LOAD, 5, 0},
504                                            Instruction{OpCode::LOAD, 6, 0},
505                                            Instruction{OpCode::LOAD, 7, 0},
506                                            Instruction{OpCode::OP, 0, 0},
507                                            Instruction{OpCode::STORE, 8, 0},
508                                            Instruction{OpCode::DROPR, 7, 0},
509                                            Instruction{OpCode::DROPR, 6, 0},
510                                            Instruction{OpCode::DROPR, 5, 0},
511                                            Instruction{OpCode::DROPR, 4, 0},
512                                            Instruction{OpCode::DROPR, 2, 0},
513                                            Instruction{OpCode::DROPR, 1, 0},
514                                            Instruction{OpCode::DROPR, 3, 0},
515                                            Instruction{OpCode::MOVE, 8, 0},
516                                            Instruction{OpCode::RET, 0, 0},
517                                    }), // instructions list,
518                                std::vector<c10::IValue>({
519                                            c10::IValue(),
520                                            c10::IValue(100),
521                                    }), // constants list,
522                                std::vector<c10::TypePtr>(), // types list,
523                                8
524                            ),
525                            std::vector<OperatorString>({
526                                    OperatorString({"aten::linspace", "", 7}),
527                                    OperatorString({"prim::unchecked_cast", "", 1}),
528                            }), // operators list
529                    }),
530                    ByteCodeFunctionWithOperator({
531                            mobile::Function::registerFunc(
532                                "linspace_out_0_7",
533                                std::vector<Instruction>({
534                                            Instruction{OpCode::STOREN, 1, 4},
535                                            Instruction{OpCode::LOAD, 3, 0},
536                                            Instruction{OpCode::LOADC, 0, 0},
537                                            Instruction{OpCode::__IS__, 0, 0},
538                                            Instruction{OpCode::JF, 7, 0},
539                                            Instruction{OpCode::LOAD, 1, 0},
540                                            Instruction{OpCode::LOAD, 2, 0},
541                                            Instruction{OpCode::LOADC, 1, 0},
542                                            Instruction{OpCode::LOAD, 4, 0},
543                                            Instruction{OpCode::OP, 0, 0},
544                                            Instruction{OpCode::JMP, 7, 0},
545                                            Instruction{OpCode::LOAD, 1, 0},
546                                            Instruction{OpCode::LOAD, 2, 0},
547                                            Instruction{OpCode::LOAD, 3, 0},
548                                            Instruction{OpCode::OP, 1, 0},
549                                            Instruction{OpCode::LOAD, 4, 0},
550                                            Instruction{OpCode::OP, 0, 0},
551                                            Instruction{OpCode::STORE, 5, 0},
552                                            Instruction{OpCode::DROPR, 4, 0},
553                                            Instruction{OpCode::DROPR, 2, 0},
554                                            Instruction{OpCode::DROPR, 1, 0},
555                                            Instruction{OpCode::DROPR, 3, 0},
556                                            Instruction{OpCode::MOVE, 5, 0},
557                                            Instruction{OpCode::RET, 0, 0},
558                                    }), // instructions list,
559                                std::vector<c10::IValue>({
560                                            c10::IValue(),
561                                            c10::IValue(100),
562                                    }), // constants list,
563                                std::vector<c10::TypePtr>(), // types list,
564                                5
565                            ),
566                            std::vector<OperatorString>({
567                                    OperatorString({"aten::linspace", "out", 4}),
568                                    OperatorString({"prim::unchecked_cast", "", 1}),
569                            }), // operators list
570                    }),
571                    ByteCodeFunctionWithOperator({
572                            mobile::Function::registerFunc(
573                                "logspace_0_8",
574                                std::vector<Instruction>({
575                                            Instruction{OpCode::STOREN, 1, 8},
576                                            Instruction{OpCode::LOAD, 3, 0},
577                                            Instruction{OpCode::LOADC, 0, 0},
578                                            Instruction{OpCode::__IS__, 0, 0},
579                                            Instruction{OpCode::JF, 11, 0},
580                                            Instruction{OpCode::LOAD, 1, 0},
581                                            Instruction{OpCode::LOAD, 2, 0},
582                                            Instruction{OpCode::LOADC, 1, 0},
583                                            Instruction{OpCode::LOAD, 4, 0},
584                                            Instruction{OpCode::LOAD, 5, 0},
585                                            Instruction{OpCode::LOAD, 6, 0},
586                                            Instruction{OpCode::LOAD, 7, 0},
587                                            Instruction{OpCode::LOAD, 8, 0},
588                                            Instruction{OpCode::OP, 0, 0},
589                                            Instruction{OpCode::JMP, 11, 0},
590                                            Instruction{OpCode::LOAD, 1, 0},
591                                            Instruction{OpCode::LOAD, 2, 0},
592                                            Instruction{OpCode::LOAD, 3, 0},
593                                            Instruction{OpCode::OP, 1, 0},
594                                            Instruction{OpCode::LOAD, 4, 0},
595                                            Instruction{OpCode::LOAD, 5, 0},
596                                            Instruction{OpCode::LOAD, 6, 0},
597                                            Instruction{OpCode::LOAD, 7, 0},
598                                            Instruction{OpCode::LOAD, 8, 0},
599                                            Instruction{OpCode::OP, 0, 0},
600                                            Instruction{OpCode::STORE, 9, 0},
601                                            Instruction{OpCode::DROPR, 8, 0},
602                                            Instruction{OpCode::DROPR, 7, 0},
603                                            Instruction{OpCode::DROPR, 6, 0},
604                                            Instruction{OpCode::DROPR, 5, 0},
605                                            Instruction{OpCode::DROPR, 4, 0},
606                                            Instruction{OpCode::DROPR, 2, 0},
607                                            Instruction{OpCode::DROPR, 1, 0},
608                                            Instruction{OpCode::DROPR, 3, 0},
609                                            Instruction{OpCode::MOVE, 9, 0},
610                                            Instruction{OpCode::RET, 0, 0},
611                                    }), // instructions list,
612                                std::vector<c10::IValue>({
613                                            c10::IValue(),
614                                            c10::IValue(100),
615                                    }), // constants list,
616                                std::vector<c10::TypePtr>(), // types list,
617                                9
618                            ),
619                            std::vector<OperatorString>({
620                                    OperatorString({"aten::logspace", "", 8}),
621                                    OperatorString({"prim::unchecked_cast", "", 1}),
622                            }), // operators list
623                    }),
624                    ByteCodeFunctionWithOperator({
625                            mobile::Function::registerFunc(
626                                "logspace_out_0_8",
627                                std::vector<Instruction>({
628                                            Instruction{OpCode::STOREN, 1, 5},
629                                            Instruction{OpCode::LOAD, 3, 0},
630                                            Instruction{OpCode::LOADC, 0, 0},
631                                            Instruction{OpCode::__IS__, 0, 0},
632                                            Instruction{OpCode::JF, 8, 0},
633                                            Instruction{OpCode::LOAD, 1, 0},
634                                            Instruction{OpCode::LOAD, 2, 0},
635                                            Instruction{OpCode::LOADC, 1, 0},
636                                            Instruction{OpCode::LOAD, 4, 0},
637                                            Instruction{OpCode::LOAD, 5, 0},
638                                            Instruction{OpCode::OP, 0, 0},
639                                            Instruction{OpCode::JMP, 8, 0},
640                                            Instruction{OpCode::LOAD, 1, 0},
641                                            Instruction{OpCode::LOAD, 2, 0},
642                                            Instruction{OpCode::LOAD, 3, 0},
643                                            Instruction{OpCode::OP, 1, 0},
644                                            Instruction{OpCode::LOAD, 4, 0},
645                                            Instruction{OpCode::LOAD, 5, 0},
646                                            Instruction{OpCode::OP, 0, 0},
647                                            Instruction{OpCode::STORE, 6, 0},
648                                            Instruction{OpCode::DROPR, 5, 0},
649                                            Instruction{OpCode::DROPR, 4, 0},
650                                            Instruction{OpCode::DROPR, 2, 0},
651                                            Instruction{OpCode::DROPR, 1, 0},
652                                            Instruction{OpCode::DROPR, 3, 0},
653                                            Instruction{OpCode::MOVE, 6, 0},
654                                            Instruction{OpCode::RET, 0, 0},
655                                    }), // instructions list,
656                                std::vector<c10::IValue>({
657                                            c10::IValue(),
658                                            c10::IValue(100),
659                                    }), // constants list,
660                                std::vector<c10::TypePtr>(), // types list,
661                                6
662                            ),
663                            std::vector<OperatorString>({
664                                    OperatorString({"aten::logspace", "out", 5}),
665                                    OperatorString({"prim::unchecked_cast", "", 1}),
666                            }), // operators list
667                    }),
668             });
669     for (const auto& upgrader_function : upgrader_function_list) {
670       for (const auto& op : upgrader_function.operators) {
671         upgrader_function.function.append_operator(
672             op.name,
673             op.overload_name,
674             op.num_specified_args);
675       }
676     }
677     return upgrader_function_list;
678   };
679   static std::vector<ByteCodeFunctionWithOperator> upgraderBytecodeList =
680       generate_upgrader_bytecode_list();
681   return upgraderBytecodeList;
682 }
683 
684 // clang-format on
685 
686 } // namespace torch::jit
687