File: test_upgrader_bytecode_table_example.cpp

package info (click to toggle)
pytorch 1.13.1%2Bdfsg-4
  • links: PTS, VCS
  • area: main
  • in suites: bookworm
  • size: 139,252 kB
  • sloc: cpp: 1,100,274; python: 706,454; ansic: 83,052; asm: 7,618; java: 3,273; sh: 2,841; javascript: 612; makefile: 323; xml: 269; ruby: 185; yacc: 144; objc: 68; lex: 44
file content (403 lines) | stat: -rw-r--r-- 24,624 bytes parent folder | download | duplicates (3)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
/**
 * @generated
 * This is an auto-generated file. Please do not modify it by hand.
 * To re-generate, please run:
 * cd ~/pytorch && python torch/csrc/jit/mobile/upgrader_mobile.cpp
 */

#include <torch/csrc/jit/mobile/upgrader_mobile.h>

#include <ATen/core/ivalue.h>
#include <caffe2/serialize/versions.h>
#include <torch/csrc/jit/mobile/type_parser.h>

namespace c10 {
TypePtr parseType(const std::string& pythonStr);
} // namespace c10

namespace torch {
namespace jit {

// clang-format off

// From operator_versions_map

const std::unordered_map<std::string, std::vector<Upgrader>>
getOperatorVersionMapForMobile() {
  static std::unordered_map<std::string, std::vector<Upgrader>>
        operatorVersionMapForMobile({
                {std::string("aten::div.Scalar"),
                    std::vector<Upgrader>({
                        Upgrader({0, 3, "div_Scalar_0_3", 0})
                    })},
                {std::string("aten::div.Tensor"),
                    std::vector<Upgrader>({
                        Upgrader({0, 3, "div_Tensor_0_3", 1})
                    })},
                {std::string("aten::div.out"),
                    std::vector<Upgrader>({
                        Upgrader({0, 3, "div_out_0_3", 4})
                    })},
                {std::string("aten::div_.Scalar"),
                    std::vector<Upgrader>({
                        Upgrader({0, 3, "div__Scalar_0_3", 2})
                    })},
                {std::string("aten::div_.Tensor"),
                    std::vector<Upgrader>({
                        Upgrader({0, 3, "div__Tensor_0_3", 3})
                    })},
                {std::string("aten::linspace"),
                    std::vector<Upgrader>({
                        Upgrader({0, 7, "linspace_0_7", 7})
                    })},
                {std::string("aten::linspace.out"),
                    std::vector<Upgrader>({
                        Upgrader({0, 7, "linspace_out_0_7", 8})
                    })},
      });
  return operatorVersionMapForMobile;
}

const std::vector<ByteCodeFunctionWithOperator>& getUpgraderBytecodeList() {
  auto generate_upgrader_bytecode_list = []() {
    std::vector<ByteCodeFunctionWithOperator> upgrader_function_list({
                   ByteCodeFunctionWithOperator({
                           mobile::Function::registerFunc(
                               "div_Scalar_0_3",
                               std::vector<Instruction>({
                                           Instruction{OpCode::STOREN, 1, 2},
                                           Instruction{OpCode::LOAD, 1, 0},
                                           Instruction{OpCode::OP, 0, 0},
                                           Instruction{OpCode::JF, 3, 0},
                                           Instruction{OpCode::LOADC, 1, 0},
                                           Instruction{OpCode::JMP, 3, 0},
                                           Instruction{OpCode::LOAD, 2, 0},
                                           Instruction{OpCode::ISINSTANCE, 0, 1},
                                           Instruction{OpCode::STORE, 3, 0},
                                           Instruction{OpCode::MOVE, 3, 0},
                                           Instruction{OpCode::JF, 5, 0},
                                           Instruction{OpCode::LOAD, 1, 0},
                                           Instruction{OpCode::LOAD, 2, 0},
                                           Instruction{OpCode::OP, 1, 0},
                                           Instruction{OpCode::JMP, 6, 0},
                                           Instruction{OpCode::LOAD, 1, 0},
                                           Instruction{OpCode::LOAD, 2, 0},
                                           Instruction{OpCode::OP, 2, 0},
                                           Instruction{OpCode::LOADC, 0, 0},
                                           Instruction{OpCode::OP, 3, 0},
                                           Instruction{OpCode::STORE, 4, 0},
                                           Instruction{OpCode::DROPR, 2, 0},
                                           Instruction{OpCode::DROPR, 1, 0},
                                           Instruction{OpCode::MOVE, 4, 0},
                                           Instruction{OpCode::RET, 0, 0},
                                   }), // instructions list,
                               std::vector<c10::IValue>({
                                           c10::IValue("trunc"),
                                           c10::IValue(true),
                                   }), // constants list,
                               std::vector<c10::TypePtr>({
                                       c10::parseType("float"),
                                   }), // types list,
                               4
                           ),
                           std::vector<OperatorString>({
                                   OperatorString({"aten::is_floating_point", "", 1}),
                                   OperatorString({"aten::div", "Scalar", 2}),
                                   OperatorString({"prim::unchecked_cast", "", 1}),
                                   OperatorString({"aten::div", "Scalar_mode", 3}),
                           }), // operators list
                   }),
                   ByteCodeFunctionWithOperator({
                           mobile::Function::registerFunc(
                               "div_Tensor_0_3",
                               std::vector<Instruction>({
                                           Instruction{OpCode::STOREN, 1, 2},
                                           Instruction{OpCode::LOAD, 1, 0},
                                           Instruction{OpCode::OP, 0, 0},
                                           Instruction{OpCode::JF, 3, 0},
                                           Instruction{OpCode::LOADC, 1, 0},
                                           Instruction{OpCode::JMP, 3, 0},
                                           Instruction{OpCode::LOAD, 2, 0},
                                           Instruction{OpCode::OP, 0, 0},
                                           Instruction{OpCode::STORE, 3, 0},
                                           Instruction{OpCode::MOVE, 3, 0},
                                           Instruction{OpCode::JF, 5, 0},
                                           Instruction{OpCode::LOAD, 1, 0},
                                           Instruction{OpCode::LOAD, 2, 0},
                                           Instruction{OpCode::OP, 1, 0},
                                           Instruction{OpCode::JMP, 5, 0},
                                           Instruction{OpCode::LOAD, 1, 0},
                                           Instruction{OpCode::LOAD, 2, 0},
                                           Instruction{OpCode::LOADC, 0, 0},
                                           Instruction{OpCode::OP, 2, 0},
                                           Instruction{OpCode::STORE, 4, 0},
                                           Instruction{OpCode::DROPR, 2, 0},
                                           Instruction{OpCode::DROPR, 1, 0},
                                           Instruction{OpCode::MOVE, 4, 0},
                                           Instruction{OpCode::RET, 0, 0},
                                   }), // instructions list,
                               std::vector<c10::IValue>({
                                           c10::IValue("trunc"),
                                           c10::IValue(true),
                                   }), // constants list,
                               std::vector<c10::TypePtr>(), // types list,
                               4
                           ),
                           std::vector<OperatorString>({
                                   OperatorString({"aten::is_floating_point", "", 1}),
                                   OperatorString({"aten::div", "Tensor", 2}),
                                   OperatorString({"aten::div", "Tensor_mode", 3}),
                           }), // operators list
                   }),
                   ByteCodeFunctionWithOperator({
                           mobile::Function::registerFunc(
                               "div__Scalar_0_3",
                               std::vector<Instruction>({
                                           Instruction{OpCode::STOREN, 1, 2},
                                           Instruction{OpCode::LOAD, 1, 0},
                                           Instruction{OpCode::OP, 0, 0},
                                           Instruction{OpCode::JF, 3, 0},
                                           Instruction{OpCode::LOADC, 1, 0},
                                           Instruction{OpCode::JMP, 3, 0},
                                           Instruction{OpCode::LOAD, 2, 0},
                                           Instruction{OpCode::ISINSTANCE, 0, 1},
                                           Instruction{OpCode::STORE, 3, 0},
                                           Instruction{OpCode::MOVE, 3, 0},
                                           Instruction{OpCode::JF, 5, 0},
                                           Instruction{OpCode::LOAD, 1, 0},
                                           Instruction{OpCode::LOAD, 2, 0},
                                           Instruction{OpCode::OP, 1, 0},
                                           Instruction{OpCode::JMP, 6, 0},
                                           Instruction{OpCode::LOAD, 1, 0},
                                           Instruction{OpCode::LOAD, 2, 0},
                                           Instruction{OpCode::OP, 2, 0},
                                           Instruction{OpCode::LOADC, 0, 0},
                                           Instruction{OpCode::OP, 3, 0},
                                           Instruction{OpCode::STORE, 4, 0},
                                           Instruction{OpCode::DROPR, 2, 0},
                                           Instruction{OpCode::DROPR, 1, 0},
                                           Instruction{OpCode::MOVE, 4, 0},
                                           Instruction{OpCode::RET, 0, 0},
                                   }), // instructions list,
                               std::vector<c10::IValue>({
                                           c10::IValue("trunc"),
                                           c10::IValue(true),
                                   }), // constants list,
                               std::vector<c10::TypePtr>({
                                       c10::parseType("float"),
                                   }), // types list,
                               4
                           ),
                           std::vector<OperatorString>({
                                   OperatorString({"aten::is_floating_point", "", 1}),
                                   OperatorString({"aten::div_", "Scalar", 2}),
                                   OperatorString({"prim::unchecked_cast", "", 1}),
                                   OperatorString({"aten::div_", "Scalar_mode", 3}),
                           }), // operators list
                   }),
                   ByteCodeFunctionWithOperator({
                           mobile::Function::registerFunc(
                               "div__Tensor_0_3",
                               std::vector<Instruction>({
                                           Instruction{OpCode::STOREN, 1, 2},
                                           Instruction{OpCode::LOAD, 1, 0},
                                           Instruction{OpCode::OP, 0, 0},
                                           Instruction{OpCode::JF, 3, 0},
                                           Instruction{OpCode::LOADC, 1, 0},
                                           Instruction{OpCode::JMP, 3, 0},
                                           Instruction{OpCode::LOAD, 2, 0},
                                           Instruction{OpCode::OP, 0, 0},
                                           Instruction{OpCode::STORE, 3, 0},
                                           Instruction{OpCode::MOVE, 3, 0},
                                           Instruction{OpCode::JF, 5, 0},
                                           Instruction{OpCode::LOAD, 1, 0},
                                           Instruction{OpCode::LOAD, 2, 0},
                                           Instruction{OpCode::OP, 1, 0},
                                           Instruction{OpCode::JMP, 5, 0},
                                           Instruction{OpCode::LOAD, 1, 0},
                                           Instruction{OpCode::LOAD, 2, 0},
                                           Instruction{OpCode::LOADC, 0, 0},
                                           Instruction{OpCode::OP, 2, 0},
                                           Instruction{OpCode::STORE, 4, 0},
                                           Instruction{OpCode::DROPR, 2, 0},
                                           Instruction{OpCode::DROPR, 1, 0},
                                           Instruction{OpCode::MOVE, 4, 0},
                                           Instruction{OpCode::RET, 0, 0},
                                   }), // instructions list,
                               std::vector<c10::IValue>({
                                           c10::IValue("trunc"),
                                           c10::IValue(true),
                                   }), // constants list,
                               std::vector<c10::TypePtr>(), // types list,
                               4
                           ),
                           std::vector<OperatorString>({
                                   OperatorString({"aten::is_floating_point", "", 1}),
                                   OperatorString({"aten::div_", "Tensor", 2}),
                                   OperatorString({"aten::div_", "Tensor_mode", 3}),
                           }), // operators list
                   }),
                   ByteCodeFunctionWithOperator({
                           mobile::Function::registerFunc(
                               "div_out_0_3",
                               std::vector<Instruction>({
                                           Instruction{OpCode::STOREN, 1, 3},
                                           Instruction{OpCode::LOAD, 1, 0},
                                           Instruction{OpCode::OP, 0, 0},
                                           Instruction{OpCode::JF, 3, 0},
                                           Instruction{OpCode::LOADC, 1, 0},
                                           Instruction{OpCode::JMP, 3, 0},
                                           Instruction{OpCode::LOAD, 2, 0},
                                           Instruction{OpCode::OP, 0, 0},
                                           Instruction{OpCode::JF, 3, 0},
                                           Instruction{OpCode::LOADC, 1, 0},
                                           Instruction{OpCode::JMP, 3, 0},
                                           Instruction{OpCode::LOAD, 3, 0},
                                           Instruction{OpCode::OP, 0, 0},
                                           Instruction{OpCode::STORE, 4, 0},
                                           Instruction{OpCode::MOVE, 4, 0},
                                           Instruction{OpCode::JF, 6, 0},
                                           Instruction{OpCode::LOAD, 1, 0},
                                           Instruction{OpCode::LOAD, 2, 0},
                                           Instruction{OpCode::LOAD, 3, 0},
                                           Instruction{OpCode::OP, 1, 0},
                                           Instruction{OpCode::JMP, 6, 0},
                                           Instruction{OpCode::LOAD, 1, 0},
                                           Instruction{OpCode::LOAD, 2, 0},
                                           Instruction{OpCode::LOADC, 0, 0},
                                           Instruction{OpCode::LOAD, 3, 0},
                                           Instruction{OpCode::OP, 2, 0},
                                           Instruction{OpCode::STORE, 5, 0},
                                           Instruction{OpCode::DROPR, 3, 0},
                                           Instruction{OpCode::DROPR, 2, 0},
                                           Instruction{OpCode::DROPR, 1, 0},
                                           Instruction{OpCode::MOVE, 5, 0},
                                           Instruction{OpCode::RET, 0, 0},
                                   }), // instructions list,
                               std::vector<c10::IValue>({
                                           c10::IValue("trunc"),
                                           c10::IValue(true),
                                   }), // constants list,
                               std::vector<c10::TypePtr>(), // types list,
                               5
                           ),
                           std::vector<OperatorString>({
                                   OperatorString({"aten::is_floating_point", "", 1}),
                                   OperatorString({"aten::div", "out", 3}),
                                   OperatorString({"aten::div", "out_mode", 4}),
                           }), // operators list
                   }),
                   ByteCodeFunctionWithOperator({
                           mobile::Function::registerFunc(
                               "linspace_0_7",
                               std::vector<Instruction>({
                                           Instruction{OpCode::STOREN, 1, 7},
                                           Instruction{OpCode::LOAD, 3, 0},
                                           Instruction{OpCode::LOADC, 0, 0},
                                           Instruction{OpCode::OP, 0, 0},
                                           Instruction{OpCode::JF, 10, 0},
                                           Instruction{OpCode::LOAD, 1, 0},
                                           Instruction{OpCode::LOAD, 2, 0},
                                           Instruction{OpCode::LOADC, 1, 0},
                                           Instruction{OpCode::LOAD, 4, 0},
                                           Instruction{OpCode::LOAD, 5, 0},
                                           Instruction{OpCode::LOAD, 6, 0},
                                           Instruction{OpCode::LOAD, 7, 0},
                                           Instruction{OpCode::OP, 1, 0},
                                           Instruction{OpCode::JMP, 10, 0},
                                           Instruction{OpCode::LOAD, 1, 0},
                                           Instruction{OpCode::LOAD, 2, 0},
                                           Instruction{OpCode::LOAD, 3, 0},
                                           Instruction{OpCode::OP, 2, 0},
                                           Instruction{OpCode::LOAD, 4, 0},
                                           Instruction{OpCode::LOAD, 5, 0},
                                           Instruction{OpCode::LOAD, 6, 0},
                                           Instruction{OpCode::LOAD, 7, 0},
                                           Instruction{OpCode::OP, 1, 0},
                                           Instruction{OpCode::STORE, 8, 0},
                                           Instruction{OpCode::DROPR, 7, 0},
                                           Instruction{OpCode::DROPR, 6, 0},
                                           Instruction{OpCode::DROPR, 5, 0},
                                           Instruction{OpCode::DROPR, 4, 0},
                                           Instruction{OpCode::DROPR, 2, 0},
                                           Instruction{OpCode::DROPR, 1, 0},
                                           Instruction{OpCode::DROPR, 3, 0},
                                           Instruction{OpCode::MOVE, 8, 0},
                                           Instruction{OpCode::RET, 0, 0},
                                   }), // instructions list,
                               std::vector<c10::IValue>({
                                           c10::IValue(),
                                           c10::IValue(100),
                                   }), // constants list,
                               std::vector<c10::TypePtr>(), // types list,
                               8
                           ),
                           std::vector<OperatorString>({
                                   OperatorString({"aten::__is__", "", 2}),
                                   OperatorString({"aten::linspace", "", 7}),
                                   OperatorString({"prim::unchecked_cast", "", 1}),
                           }), // operators list
                   }),
                   ByteCodeFunctionWithOperator({
                           mobile::Function::registerFunc(
                               "linspace_out_0_7",
                               std::vector<Instruction>({
                                           Instruction{OpCode::STOREN, 1, 4},
                                           Instruction{OpCode::LOAD, 3, 0},
                                           Instruction{OpCode::LOADC, 0, 0},
                                           Instruction{OpCode::OP, 0, 0},
                                           Instruction{OpCode::JF, 7, 0},
                                           Instruction{OpCode::LOAD, 1, 0},
                                           Instruction{OpCode::LOAD, 2, 0},
                                           Instruction{OpCode::LOADC, 1, 0},
                                           Instruction{OpCode::LOAD, 4, 0},
                                           Instruction{OpCode::OP, 1, 0},
                                           Instruction{OpCode::JMP, 7, 0},
                                           Instruction{OpCode::LOAD, 1, 0},
                                           Instruction{OpCode::LOAD, 2, 0},
                                           Instruction{OpCode::LOAD, 3, 0},
                                           Instruction{OpCode::OP, 2, 0},
                                           Instruction{OpCode::LOAD, 4, 0},
                                           Instruction{OpCode::OP, 1, 0},
                                           Instruction{OpCode::STORE, 5, 0},
                                           Instruction{OpCode::DROPR, 4, 0},
                                           Instruction{OpCode::DROPR, 2, 0},
                                           Instruction{OpCode::DROPR, 1, 0},
                                           Instruction{OpCode::DROPR, 3, 0},
                                           Instruction{OpCode::MOVE, 5, 0},
                                           Instruction{OpCode::RET, 0, 0},
                                   }), // instructions list,
                               std::vector<c10::IValue>({
                                           c10::IValue(),
                                           c10::IValue(100),
                                   }), // constants list,
                               std::vector<c10::TypePtr>(), // types list,
                               5
                           ),
                           std::vector<OperatorString>({
                                   OperatorString({"aten::__is__", "", 2}),
                                   OperatorString({"aten::linspace", "out", 4}),
                                   OperatorString({"prim::unchecked_cast", "", 1}),
                           }), // operators list
                   }),
            });
    for (const auto& upgrader_function : upgrader_function_list) {
      for (const auto& op : upgrader_function.operators) {
        upgrader_function.function.append_operator(
            op.name,
            op.overload_name,
            op.num_specified_args,
            caffe2::serialize::kMaxSupportedFileFormatVersion);
      }
    }
    return upgrader_function_list;
  };
  static std::vector<ByteCodeFunctionWithOperator> upgraderBytecodeList =
      generate_upgrader_bytecode_list();
  return upgraderBytecodeList;
}

// clang-format on

} // namespace jit
} // namespace torch