MLIR  22.0.0git
TosaComplianceData.h.inc
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1 // The profile-based compliance content below is auto-generated by the script
2 // `tools/genspec.py` in https://git.mlplatform.org/tosa/specification.git
3 profileComplianceMap = {
4  {"tosa.argmax",
5  {{{Profile::pro_int}, {{{i8T, i32T}, SpecificationVersion::V_1_0}}},
6  {{Profile::pro_fp},
7  {{{fp16T, i32T}, SpecificationVersion::V_1_0},
8  {{fp32T, i32T}, SpecificationVersion::V_1_0}}}}},
9  {"tosa.avg_pool2d",
10  {{{Profile::pro_int},
11  {{{i8T, i8T, i8T, i32T, i8T}, SpecificationVersion::V_1_0}}},
12  {{Profile::pro_fp},
13  {{{fp16T, fp16T, fp16T, fp16T, fp16T}, SpecificationVersion::V_1_0},
14  {{fp16T, fp16T, fp16T, fp32T, fp16T}, SpecificationVersion::V_1_0},
15  {{fp32T, fp32T, fp32T, fp32T, fp32T}, SpecificationVersion::V_1_0}}}}},
16  {"tosa.conv2d",
17  {{{Profile::pro_int},
18  {{{i8T, i8T, i32T, i8T, i8T, i32T, i32T}, SpecificationVersion::V_1_0}}},
19  {{Profile::pro_fp},
20  {{{fp16T, fp16T, fp16T, fp16T, fp16T, fp16T, fp16T},
21  SpecificationVersion::V_1_0},
22  {{fp16T, fp16T, fp16T, fp16T, fp16T, fp32T, fp16T},
23  SpecificationVersion::V_1_0},
24  {{fp32T, fp32T, fp32T, fp32T, fp32T, fp32T, fp32T},
25  SpecificationVersion::V_1_0}}}}},
26  {"tosa.conv3d",
27  {{{Profile::pro_int},
28  {{{i8T, i8T, i32T, i8T, i8T, i32T, i32T}, SpecificationVersion::V_1_0}}},
29  {{Profile::pro_fp},
30  {{{fp16T, fp16T, fp16T, fp16T, fp16T, fp16T, fp16T},
31  SpecificationVersion::V_1_0},
32  {{fp16T, fp16T, fp16T, fp16T, fp16T, fp32T, fp16T},
33  SpecificationVersion::V_1_0},
34  {{fp32T, fp32T, fp32T, fp32T, fp32T, fp32T, fp32T},
35  SpecificationVersion::V_1_0}}}}},
36  {"tosa.depthwise_conv2d",
37  {{{Profile::pro_int},
38  {{{i8T, i8T, i32T, i8T, i8T, i32T, i32T}, SpecificationVersion::V_1_0}}},
39  {{Profile::pro_fp},
40  {{{fp16T, fp16T, fp16T, fp16T, fp16T, fp16T, fp16T},
41  SpecificationVersion::V_1_0},
42  {{fp16T, fp16T, fp16T, fp16T, fp16T, fp32T, fp16T},
43  SpecificationVersion::V_1_0},
44  {{fp32T, fp32T, fp32T, fp32T, fp32T, fp32T, fp32T},
45  SpecificationVersion::V_1_0}}}}},
46  {"tosa.matmul",
47  {{{Profile::pro_int},
48  {{{i8T, i8T, i8T, i8T, i32T}, SpecificationVersion::V_1_0}}},
49  {{Profile::pro_fp},
50  {{{fp16T, fp16T, fp16T, fp16T, fp16T}, SpecificationVersion::V_1_0},
51  {{fp16T, fp16T, fp16T, fp16T, fp32T}, SpecificationVersion::V_1_0},
52  {{fp32T, fp32T, fp32T, fp32T, fp32T}, SpecificationVersion::V_1_0}}}}},
53  {"tosa.max_pool2d",
54  {{{Profile::pro_int}, {{{i8T, i8T}, SpecificationVersion::V_1_0}}},
55  {{Profile::pro_fp},
56  {{{fp16T, fp16T}, SpecificationVersion::V_1_0},
57  {{fp32T, fp32T}, SpecificationVersion::V_1_0}}}}},
58  {"tosa.transpose_conv2d",
59  {{{Profile::pro_int},
60  {{{i8T, i8T, i32T, i8T, i8T, i32T, i32T}, SpecificationVersion::V_1_0}}},
61  {{Profile::pro_fp},
62  {{{fp16T, fp16T, fp16T, fp16T, fp16T, fp16T, fp16T},
63  SpecificationVersion::V_1_0},
64  {{fp16T, fp16T, fp16T, fp16T, fp16T, fp32T, fp16T},
65  SpecificationVersion::V_1_0},
66  {{fp32T, fp32T, fp32T, fp32T, fp32T, fp32T, fp32T},
67  SpecificationVersion::V_1_0}}}}},
68  {"tosa.clamp",
69  {{{Profile::pro_int}, {{{i8T, i8T}, SpecificationVersion::V_1_0}}},
70  {{Profile::pro_fp},
71  {{{fp16T, fp16T}, SpecificationVersion::V_1_0},
72  {{fp32T, fp32T}, SpecificationVersion::V_1_0}}}}},
73  {"tosa.erf",
74  {{{Profile::pro_fp},
75  {{{fp16T, fp16T}, SpecificationVersion::V_1_0},
76  {{fp32T, fp32T}, SpecificationVersion::V_1_0}}}}},
77  {"tosa.sigmoid",
78  {{{Profile::pro_fp},
79  {{{fp16T, fp16T}, SpecificationVersion::V_1_0},
80  {{fp32T, fp32T}, SpecificationVersion::V_1_0}}}}},
81  {"tosa.tanh",
82  {{{Profile::pro_fp},
83  {{{fp16T, fp16T}, SpecificationVersion::V_1_0},
84  {{fp32T, fp32T}, SpecificationVersion::V_1_0}}}}},
85  {"tosa.add",
86  {{{Profile::pro_int, Profile::pro_fp},
87  {{{i32T, i32T, i32T}, SpecificationVersion::V_1_0}},
88  anyOf},
89  {{Profile::pro_fp},
90  {{{fp16T, fp16T, fp16T}, SpecificationVersion::V_1_0},
91  {{fp32T, fp32T, fp32T}, SpecificationVersion::V_1_0}}}}},
92  {"tosa.arithmetic_right_shift",
93  {{{Profile::pro_int},
94  {{{i8T, i8T, i8T}, SpecificationVersion::V_1_0},
95  {{i16T, i16T, i16T}, SpecificationVersion::V_1_0},
96  {{i32T, i32T, i32T}, SpecificationVersion::V_1_0}}}}},
97  {"tosa.bitwise_and",
98  {{{Profile::pro_int},
99  {{{i8T, i8T, i8T}, SpecificationVersion::V_1_0},
100  {{i16T, i16T, i16T}, SpecificationVersion::V_1_0},
101  {{i32T, i32T, i32T}, SpecificationVersion::V_1_0}}}}},
102  {"tosa.bitwise_or",
103  {{{Profile::pro_int},
104  {{{i8T, i8T, i8T}, SpecificationVersion::V_1_0},
105  {{i16T, i16T, i16T}, SpecificationVersion::V_1_0},
106  {{i32T, i32T, i32T}, SpecificationVersion::V_1_0}}}}},
107  {"tosa.bitwise_xor",
108  {{{Profile::pro_int},
109  {{{i8T, i8T, i8T}, SpecificationVersion::V_1_0},
110  {{i16T, i16T, i16T}, SpecificationVersion::V_1_0},
111  {{i32T, i32T, i32T}, SpecificationVersion::V_1_0}}}}},
112  {"tosa.intdiv",
113  {{{Profile::pro_int, Profile::pro_fp},
114  {{{i32T, i32T, i32T}, SpecificationVersion::V_1_0}},
115  anyOf}}},
116  {"tosa.logical_and",
117  {{{Profile::pro_int, Profile::pro_fp},
118  {{{boolT, boolT, boolT}, SpecificationVersion::V_1_0}},
119  anyOf}}},
120  {"tosa.logical_left_shift",
121  {{{Profile::pro_int, Profile::pro_fp},
122  {{{i8T, i8T, i8T}, SpecificationVersion::V_1_0},
123  {{i16T, i16T, i16T}, SpecificationVersion::V_1_0},
124  {{i32T, i32T, i32T}, SpecificationVersion::V_1_0}},
125  anyOf}}},
126  {"tosa.logical_right_shift",
127  {{{Profile::pro_int, Profile::pro_fp},
128  {{{i8T, i8T, i8T}, SpecificationVersion::V_1_0},
129  {{i16T, i16T, i16T}, SpecificationVersion::V_1_0},
130  {{i32T, i32T, i32T}, SpecificationVersion::V_1_0}},
131  anyOf}}},
132  {"tosa.logical_or",
133  {{{Profile::pro_int, Profile::pro_fp},
134  {{{boolT, boolT, boolT}, SpecificationVersion::V_1_0}},
135  anyOf}}},
136  {"tosa.logical_xor",
137  {{{Profile::pro_int, Profile::pro_fp},
138  {{{boolT, boolT, boolT}, SpecificationVersion::V_1_0}},
139  anyOf}}},
140  {"tosa.maximum",
141  {{{Profile::pro_int}, {{{i32T, i32T, i32T}, SpecificationVersion::V_1_0}}},
142  {{Profile::pro_fp},
143  {{{fp16T, fp16T, fp16T}, SpecificationVersion::V_1_0},
144  {{fp32T, fp32T, fp32T}, SpecificationVersion::V_1_0}}}}},
145  {"tosa.minimum",
146  {{{Profile::pro_int}, {{{i32T, i32T, i32T}, SpecificationVersion::V_1_0}}},
147  {{Profile::pro_fp},
148  {{{fp16T, fp16T, fp16T}, SpecificationVersion::V_1_0},
149  {{fp32T, fp32T, fp32T}, SpecificationVersion::V_1_0}}}}},
150  {"tosa.mul",
151  {{{Profile::pro_int},
152  {{{i8T, i8T, i32T}, SpecificationVersion::V_1_0},
153  {{i16T, i16T, i32T}, SpecificationVersion::V_1_0}}},
154  {{Profile::pro_int, Profile::pro_fp},
155  {{{i32T, i32T, i32T}, SpecificationVersion::V_1_0}},
156  anyOf},
157  {{Profile::pro_fp},
158  {{{fp16T, fp16T, fp16T}, SpecificationVersion::V_1_0},
159  {{fp32T, fp32T, fp32T}, SpecificationVersion::V_1_0}}}}},
160  {"tosa.pow",
161  {{{Profile::pro_fp},
162  {{{fp16T, fp16T, fp16T}, SpecificationVersion::V_1_0},
163  {{fp32T, fp32T, fp32T}, SpecificationVersion::V_1_0}}}}},
164  {"tosa.sub",
165  {{{Profile::pro_int, Profile::pro_fp},
166  {{{i32T, i32T, i32T}, SpecificationVersion::V_1_0}},
167  anyOf},
168  {{Profile::pro_fp},
169  {{{fp16T, fp16T, fp16T}, SpecificationVersion::V_1_0},
170  {{fp32T, fp32T, fp32T}, SpecificationVersion::V_1_0}}}}},
171  {"tosa.table",
172  {{{Profile::pro_int}, {{{i8T, i8T, i8T}, SpecificationVersion::V_1_0}}}}},
173  {"tosa.abs",
174  {{{Profile::pro_int}, {{{i32T, i32T}, SpecificationVersion::V_1_0}}},
175  {{Profile::pro_fp},
176  {{{fp16T, fp16T}, SpecificationVersion::V_1_0},
177  {{fp32T, fp32T}, SpecificationVersion::V_1_0}}}}},
178  {"tosa.bitwise_not",
179  {{{Profile::pro_int},
180  {{{i8T, i8T}, SpecificationVersion::V_1_0},
181  {{i16T, i16T}, SpecificationVersion::V_1_0},
182  {{i32T, i32T}, SpecificationVersion::V_1_0}}}}},
183  {"tosa.ceil",
184  {{{Profile::pro_fp},
185  {{{fp16T, fp16T}, SpecificationVersion::V_1_0},
186  {{fp32T, fp32T}, SpecificationVersion::V_1_0}}}}},
187  {"tosa.clz",
188  {{{Profile::pro_int}, {{{i32T, i32T}, SpecificationVersion::V_1_0}}}}},
189  {"tosa.cos",
190  {{{Profile::pro_fp},
191  {{{fp16T, fp16T}, SpecificationVersion::V_1_0},
192  {{fp32T, fp32T}, SpecificationVersion::V_1_0}}}}},
193  {"tosa.exp",
194  {{{Profile::pro_fp},
195  {{{fp16T, fp16T}, SpecificationVersion::V_1_0},
196  {{fp32T, fp32T}, SpecificationVersion::V_1_0}}}}},
197  {"tosa.floor",
198  {{{Profile::pro_fp},
199  {{{fp16T, fp16T}, SpecificationVersion::V_1_0},
200  {{fp32T, fp32T}, SpecificationVersion::V_1_0}}}}},
201  {"tosa.log",
202  {{{Profile::pro_fp},
203  {{{fp16T, fp16T}, SpecificationVersion::V_1_0},
204  {{fp32T, fp32T}, SpecificationVersion::V_1_0}}}}},
205  {"tosa.logical_not",
206  {{{Profile::pro_int, Profile::pro_fp},
207  {{{boolT, boolT}, SpecificationVersion::V_1_0}},
208  anyOf}}},
209  {"tosa.negate",
210  {{{Profile::pro_int},
211  {{{i8T, i8T, i8T, i8T}, SpecificationVersion::V_1_0},
212  {{i16T, i16T, i16T, i16T}, SpecificationVersion::V_1_0},
213  {{i32T, i32T, i32T, i32T}, SpecificationVersion::V_1_0}}},
214  {{Profile::pro_fp},
215  {{{fp16T, fp16T, fp16T, fp16T}, SpecificationVersion::V_1_0},
216  {{fp32T, fp32T, fp32T, fp32T}, SpecificationVersion::V_1_0}}}}},
217  {"tosa.reciprocal",
218  {{{Profile::pro_fp},
219  {{{fp16T, fp16T}, SpecificationVersion::V_1_0},
220  {{fp32T, fp32T}, SpecificationVersion::V_1_0}}}}},
221  {"tosa.rsqrt",
222  {{{Profile::pro_fp},
223  {{{fp16T, fp16T}, SpecificationVersion::V_1_0},
224  {{fp32T, fp32T}, SpecificationVersion::V_1_0}}}}},
225  {"tosa.sin",
226  {{{Profile::pro_fp},
227  {{{fp16T, fp16T}, SpecificationVersion::V_1_0},
228  {{fp32T, fp32T}, SpecificationVersion::V_1_0}}}}},
229  {"tosa.select",
230  {{{Profile::pro_int, Profile::pro_fp},
231  {{{boolT, boolT, boolT}, SpecificationVersion::V_1_0}},
232  anyOf},
233  {{Profile::pro_int},
234  {{{i8T, i8T, i8T}, SpecificationVersion::V_1_0},
235  {{i16T, i16T, i16T}, SpecificationVersion::V_1_0},
236  {{i32T, i32T, i32T}, SpecificationVersion::V_1_0}}},
237  {{Profile::pro_fp},
238  {{{fp16T, fp16T, fp16T}, SpecificationVersion::V_1_0},
239  {{fp32T, fp32T, fp32T}, SpecificationVersion::V_1_0}}}}},
240  {"tosa.equal",
241  {{{Profile::pro_int},
242  {{{i32T, i32T, boolT}, SpecificationVersion::V_1_0}}},
243  {{Profile::pro_fp},
244  {{{fp16T, fp16T, boolT}, SpecificationVersion::V_1_0},
245  {{fp32T, fp32T, boolT}, SpecificationVersion::V_1_0}}}}},
246  {"tosa.greater",
247  {{{Profile::pro_int},
248  {{{i32T, i32T, boolT}, SpecificationVersion::V_1_0}}},
249  {{Profile::pro_fp},
250  {{{fp16T, fp16T, boolT}, SpecificationVersion::V_1_0},
251  {{fp32T, fp32T, boolT}, SpecificationVersion::V_1_0}}}}},
252  {"tosa.greater_equal",
253  {{{Profile::pro_int},
254  {{{i32T, i32T, boolT}, SpecificationVersion::V_1_0}}},
255  {{Profile::pro_fp},
256  {{{fp16T, fp16T, boolT}, SpecificationVersion::V_1_0},
257  {{fp32T, fp32T, boolT}, SpecificationVersion::V_1_0}}}}},
258  {"tosa.reduce_all",
259  {{{Profile::pro_int, Profile::pro_fp},
260  {{{boolT, boolT}, SpecificationVersion::V_1_0}},
261  anyOf}}},
262  {"tosa.reduce_any",
263  {{{Profile::pro_int, Profile::pro_fp},
264  {{{boolT, boolT}, SpecificationVersion::V_1_0}},
265  anyOf}}},
266  {"tosa.reduce_max",
267  {{{Profile::pro_int},
268  {{{i8T, i8T}, SpecificationVersion::V_1_0},
269  {{i16T, i16T}, SpecificationVersion::V_1_0},
270  {{i32T, i32T}, SpecificationVersion::V_1_0}}},
271  {{Profile::pro_fp},
272  {{{fp16T, fp16T}, SpecificationVersion::V_1_0},
273  {{fp32T, fp32T}, SpecificationVersion::V_1_0}}}}},
274  {"tosa.reduce_min",
275  {{{Profile::pro_int},
276  {{{i8T, i8T}, SpecificationVersion::V_1_0},
277  {{i16T, i16T}, SpecificationVersion::V_1_0},
278  {{i32T, i32T}, SpecificationVersion::V_1_0}}},
279  {{Profile::pro_fp},
280  {{{fp16T, fp16T}, SpecificationVersion::V_1_0},
281  {{fp32T, fp32T}, SpecificationVersion::V_1_0}}}}},
282  {"tosa.reduce_product",
283  {{{Profile::pro_fp},
284  {{{fp16T, fp16T}, SpecificationVersion::V_1_0},
285  {{fp32T, fp32T}, SpecificationVersion::V_1_0}}}}},
286  {"tosa.reduce_sum",
287  {{{Profile::pro_int}, {{{i32T, i32T}, SpecificationVersion::V_1_0}}},
288  {{Profile::pro_fp},
289  {{{fp16T, fp16T}, SpecificationVersion::V_1_0},
290  {{fp32T, fp32T}, SpecificationVersion::V_1_0}}}}},
291  {"tosa.concat",
292  {{{Profile::pro_int, Profile::pro_fp},
293  {{{boolT, boolT}, SpecificationVersion::V_1_0}},
294  anyOf},
295  {{Profile::pro_int},
296  {{{i8T, i8T}, SpecificationVersion::V_1_0},
297  {{i32T, i32T}, SpecificationVersion::V_1_0}}},
298  {{Profile::pro_fp},
299  {{{fp16T, fp16T}, SpecificationVersion::V_1_0},
300  {{fp32T, fp32T}, SpecificationVersion::V_1_0}}}}},
301  {"tosa.pad",
302  {{{Profile::pro_int, Profile::pro_fp},
303  {{{boolT, boolT, boolT}, SpecificationVersion::V_1_0}},
304  anyOf},
305  {{Profile::pro_int},
306  {{{i8T, i8T, i8T}, SpecificationVersion::V_1_0},
307  {{i16T, i16T, i16T}, SpecificationVersion::V_1_0},
308  {{i32T, i32T, i32T}, SpecificationVersion::V_1_0}}},
309  {{Profile::pro_fp},
310  {{{fp16T, fp16T, fp16T}, SpecificationVersion::V_1_0},
311  {{fp32T, fp32T, fp32T}, SpecificationVersion::V_1_0}}}}},
312  {"tosa.reshape",
313  {{{Profile::pro_int, Profile::pro_fp},
314  {{{boolT, boolT}, SpecificationVersion::V_1_0}},
315  anyOf},
316  {{Profile::pro_int},
317  {{{i8T, i8T}, SpecificationVersion::V_1_0},
318  {{i16T, i16T}, SpecificationVersion::V_1_0},
319  {{i32T, i32T}, SpecificationVersion::V_1_0}}},
320  {{Profile::pro_fp},
321  {{{fp16T, fp16T}, SpecificationVersion::V_1_0},
322  {{fp32T, fp32T}, SpecificationVersion::V_1_0}}}}},
323  {"tosa.reverse",
324  {{{Profile::pro_int, Profile::pro_fp},
325  {{{boolT, boolT}, SpecificationVersion::V_1_0}},
326  anyOf},
327  {{Profile::pro_int},
328  {{{i8T, i8T}, SpecificationVersion::V_1_0},
329  {{i16T, i16T}, SpecificationVersion::V_1_0},
330  {{i32T, i32T}, SpecificationVersion::V_1_0}}},
331  {{Profile::pro_fp},
332  {{{fp16T, fp16T}, SpecificationVersion::V_1_0},
333  {{fp32T, fp32T}, SpecificationVersion::V_1_0}}}}},
334  {"tosa.slice",
335  {{{Profile::pro_int, Profile::pro_fp},
336  {{{boolT, boolT}, SpecificationVersion::V_1_0}},
337  anyOf},
338  {{Profile::pro_int},
339  {{{i8T, i8T}, SpecificationVersion::V_1_0},
340  {{i16T, i16T}, SpecificationVersion::V_1_0},
341  {{i32T, i32T}, SpecificationVersion::V_1_0}}},
342  {{Profile::pro_fp},
343  {{{fp16T, fp16T}, SpecificationVersion::V_1_0},
344  {{fp32T, fp32T}, SpecificationVersion::V_1_0}}}}},
345  {"tosa.tile",
346  {{{Profile::pro_int, Profile::pro_fp},
347  {{{boolT, boolT}, SpecificationVersion::V_1_0}},
348  anyOf},
349  {{Profile::pro_int},
350  {{{i8T, i8T}, SpecificationVersion::V_1_0},
351  {{i16T, i16T}, SpecificationVersion::V_1_0},
352  {{i32T, i32T}, SpecificationVersion::V_1_0}}},
353  {{Profile::pro_fp},
354  {{{fp16T, fp16T}, SpecificationVersion::V_1_0},
355  {{fp32T, fp32T}, SpecificationVersion::V_1_0}}}}},
356  {"tosa.transpose",
357  {{{Profile::pro_int, Profile::pro_fp},
358  {{{boolT, boolT}, SpecificationVersion::V_1_0}},
359  anyOf},
360  {{Profile::pro_int},
361  {{{i8T, i8T}, SpecificationVersion::V_1_0},
362  {{i16T, i16T}, SpecificationVersion::V_1_0},
363  {{i32T, i32T}, SpecificationVersion::V_1_0}}},
364  {{Profile::pro_fp},
365  {{{fp16T, fp16T}, SpecificationVersion::V_1_0},
366  {{fp32T, fp32T}, SpecificationVersion::V_1_0}}}}},
367  {"tosa.gather",
368  {{{Profile::pro_int},
369  {{{i8T, i32T, i8T}, SpecificationVersion::V_1_0},
370  {{i16T, i32T, i16T}, SpecificationVersion::V_1_0},
371  {{i32T, i32T, i32T}, SpecificationVersion::V_1_0}}},
372  {{Profile::pro_fp},
373  {{{fp16T, i32T, fp16T}, SpecificationVersion::V_1_0},
374  {{fp32T, i32T, fp32T}, SpecificationVersion::V_1_0}}}}},
375  {"tosa.scatter",
376  {{{Profile::pro_int},
377  {{{i8T, i32T, i8T, i8T}, SpecificationVersion::V_1_0},
378  {{i16T, i32T, i16T, i16T}, SpecificationVersion::V_1_0},
379  {{i32T, i32T, i32T, i32T}, SpecificationVersion::V_1_0}}},
380  {{Profile::pro_fp},
381  {{{fp16T, i32T, fp16T, fp16T}, SpecificationVersion::V_1_0},
382  {{fp32T, i32T, fp32T, fp32T}, SpecificationVersion::V_1_0}}}}},
383  {"tosa.resize",
384  {{{Profile::pro_int},
385  {{{i8T, i32T}, SpecificationVersion::V_1_0},
386  {{i8T, i8T}, SpecificationVersion::V_1_0}}},
387  {{Profile::pro_fp},
388  {{{fp16T, fp16T}, SpecificationVersion::V_1_0},
389  {{fp32T, fp32T}, SpecificationVersion::V_1_0}}}}},
390  {"tosa.cast",
391  {{{Profile::pro_int},
392  {{{boolT, i8T}, SpecificationVersion::V_1_0},
393  {{boolT, i16T}, SpecificationVersion::V_1_0},
394  {{boolT, i32T}, SpecificationVersion::V_1_0},
395  {{i8T, boolT}, SpecificationVersion::V_1_0},
396  {{i8T, i16T}, SpecificationVersion::V_1_0},
397  {{i8T, i32T}, SpecificationVersion::V_1_0},
398  {{i16T, boolT}, SpecificationVersion::V_1_0},
399  {{i16T, i8T}, SpecificationVersion::V_1_0},
400  {{i16T, i32T}, SpecificationVersion::V_1_0},
401  {{i32T, boolT}, SpecificationVersion::V_1_0},
402  {{i32T, i8T}, SpecificationVersion::V_1_0},
403  {{i32T, i16T}, SpecificationVersion::V_1_0}}},
404  {{Profile::pro_fp},
405  {{{i8T, fp16T}, SpecificationVersion::V_1_0},
406  {{i8T, fp32T}, SpecificationVersion::V_1_0},
407  {{i16T, fp16T}, SpecificationVersion::V_1_0},
408  {{i16T, fp32T}, SpecificationVersion::V_1_0},
409  {{i32T, fp16T}, SpecificationVersion::V_1_0},
410  {{i32T, fp32T}, SpecificationVersion::V_1_0},
411  {{fp16T, i8T}, SpecificationVersion::V_1_0},
412  {{fp16T, i16T}, SpecificationVersion::V_1_0},
413  {{fp16T, i32T}, SpecificationVersion::V_1_0},
414  {{fp16T, fp32T}, SpecificationVersion::V_1_0},
415  {{fp32T, i8T}, SpecificationVersion::V_1_0},
416  {{fp32T, i16T}, SpecificationVersion::V_1_0},
417  {{fp32T, i32T}, SpecificationVersion::V_1_0},
418  {{fp32T, fp16T}, SpecificationVersion::V_1_0}}}}},
419  {"tosa.rescale",
420  {{{Profile::pro_int},
421  {{{i8T, i8T, i8T, i8T}, SpecificationVersion::V_1_0},
422  {{i8T, i8T, i16T, i16T}, SpecificationVersion::V_1_0},
423  {{i8T, i8T, i32T, i32T}, SpecificationVersion::V_1_0},
424  {{i16T, i16T, i8T, i8T}, SpecificationVersion::V_1_0},
425  {{i16T, i16T, i16T, i16T}, SpecificationVersion::V_1_0},
426  {{i16T, i16T, i32T, i32T}, SpecificationVersion::V_1_0},
427  {{i32T, i32T, i8T, i8T}, SpecificationVersion::V_1_0},
428  {{i32T, i32T, i16T, i16T}, SpecificationVersion::V_1_0},
429  {{i32T, i32T, i32T, i32T}, SpecificationVersion::V_1_0}}}}},
430  {"tosa.const",
431  {{{Profile::pro_int, Profile::pro_fp},
432  {{{boolT}, SpecificationVersion::V_1_0},
433  {{i8T}, SpecificationVersion::V_1_0},
434  {{i16T}, SpecificationVersion::V_1_0},
435  {{i32T}, SpecificationVersion::V_1_0}},
436  anyOf},
437  {{Profile::pro_fp},
438  {{{fp16T}, SpecificationVersion::V_1_0},
439  {{fp32T}, SpecificationVersion::V_1_0}}}}},
440  {"tosa.identity",
441  {{{Profile::pro_int, Profile::pro_fp},
442  {{{boolT, boolT}, SpecificationVersion::V_1_0},
443  {{i8T, i8T}, SpecificationVersion::V_1_0},
444  {{i16T, i16T}, SpecificationVersion::V_1_0},
445  {{i32T, i32T}, SpecificationVersion::V_1_0}},
446  anyOf},
447  {{Profile::pro_fp},
448  {{{fp16T, fp16T}, SpecificationVersion::V_1_0},
449  {{fp32T, fp32T}, SpecificationVersion::V_1_0}}}}},
450  {"tosa.variable",
451  {{{Profile::pro_int}, {{{i8T}, SpecificationVersion::V_1_0}}},
452  {{Profile::pro_fp},
453  {{{fp16T}, SpecificationVersion::V_1_0},
454  {{fp32T}, SpecificationVersion::V_1_0}}}}},
455  {"tosa.variable_write",
456  {{{Profile::pro_int}, {{{i8T}, SpecificationVersion::V_1_0}}},
457  {{Profile::pro_fp},
458  {{{fp16T}, SpecificationVersion::V_1_0},
459  {{fp32T}, SpecificationVersion::V_1_0}}}}},
460  {"tosa.variable_read",
461  {{{Profile::pro_int}, {{{i8T}, SpecificationVersion::V_1_0}}},
462  {{Profile::pro_fp},
463  {{{fp16T}, SpecificationVersion::V_1_0},
464  {{fp32T}, SpecificationVersion::V_1_0}}}}},
465 };
466 
467 extensionComplianceMap = {
468  {"tosa.argmax",
469  {{{Extension::int16}, {{{i16T, i32T}, SpecificationVersion::V_1_0}}},
470  {{Extension::fp8e4m3}, {{{fp8e4m3T, i32T}, SpecificationVersion::V_1_0}}},
471  {{Extension::fp8e5m2}, {{{fp8e5m2T, i32T}, SpecificationVersion::V_1_0}}},
472  {{Extension::bf16}, {{{bf16T, i32T}, SpecificationVersion::V_1_0}}}}},
473  {"tosa.avg_pool2d",
474  {{{Extension::int16},
475  {{{i16T, i16T, i16T, i32T, i16T}, SpecificationVersion::V_1_0}}},
476  {{Extension::fp8e4m3},
477  {{{fp8e4m3T, fp8e4m3T, fp8e4m3T, fp16T, fp8e4m3T},
478  SpecificationVersion::V_1_0}}},
479  {{Extension::fp8e5m2},
480  {{{fp8e5m2T, fp8e5m2T, fp8e5m2T, fp16T, fp8e5m2T},
481  SpecificationVersion::V_1_0}}},
482  {{Extension::bf16},
483  {{{bf16T, bf16T, bf16T, fp32T, bf16T}, SpecificationVersion::V_1_0}}}}},
484  {"tosa.conv2d",
485  {{{Extension::int4},
486  {{{i8T, i4T, i32T, i8T, i4T, i32T, i32T}, SpecificationVersion::V_1_0}}},
487  {{Extension::int16},
488  {{{i16T, i8T, i48T, i16T, i8T, i48T, i48T},
489  SpecificationVersion::V_1_0}}},
490  {{Extension::fp8e4m3},
491  {{{fp8e4m3T, fp8e4m3T, fp16T, fp8e4m3T, fp8e4m3T, fp16T, fp16T},
492  SpecificationVersion::V_1_0}}},
493  {{Extension::fp8e5m2},
494  {{{fp8e5m2T, fp8e5m2T, fp16T, fp8e5m2T, fp8e5m2T, fp16T, fp16T},
495  SpecificationVersion::V_1_0}}},
496  {{Extension::bf16},
497  {{{bf16T, bf16T, bf16T, bf16T, bf16T, fp32T, bf16T},
498  SpecificationVersion::V_1_0}}}}},
499  {"tosa.conv3d",
500  {{{Extension::int4},
501  {{{i8T, i4T, i32T, i8T, i4T, i32T, i32T}, SpecificationVersion::V_1_0}}},
502  {{Extension::int16},
503  {{{i16T, i8T, i48T, i16T, i8T, i48T, i48T},
504  SpecificationVersion::V_1_0}}},
505  {{Extension::fp8e4m3},
506  {{{fp8e4m3T, fp8e4m3T, fp16T, fp8e4m3T, fp8e4m3T, fp16T, fp16T},
507  SpecificationVersion::V_1_0}}},
508  {{Extension::fp8e5m2},
509  {{{fp8e5m2T, fp8e5m2T, fp16T, fp8e5m2T, fp8e5m2T, fp16T, fp16T},
510  SpecificationVersion::V_1_0}}},
511  {{Extension::bf16},
512  {{{bf16T, bf16T, bf16T, bf16T, bf16T, fp32T, bf16T},
513  SpecificationVersion::V_1_0}}}}},
514  {"tosa.depthwise_conv2d",
515  {{{Extension::int4},
516  {{{i8T, i4T, i32T, i8T, i4T, i32T, i32T}, SpecificationVersion::V_1_0}}},
517  {{Extension::int16},
518  {{{i16T, i8T, i48T, i16T, i8T, i48T, i48T},
519  SpecificationVersion::V_1_0}}},
520  {{Extension::fp8e4m3},
521  {{{fp8e4m3T, fp8e4m3T, fp16T, fp8e4m3T, fp8e4m3T, fp16T, fp16T},
522  SpecificationVersion::V_1_0}}},
523  {{Extension::fp8e5m2},
524  {{{fp8e5m2T, fp8e5m2T, fp16T, fp8e5m2T, fp8e5m2T, fp16T, fp16T},
525  SpecificationVersion::V_1_0}}},
526  {{Extension::bf16},
527  {{{bf16T, bf16T, bf16T, bf16T, bf16T, fp32T, bf16T},
528  SpecificationVersion::V_1_0}}}}},
529  {"tosa.fft2d",
530  {{{Extension::fft},
531  {{{fp32T, fp32T, fp32T, fp32T}, SpecificationVersion::V_1_0}}}}},
532  {"tosa.matmul",
533  {{{Extension::int16},
534  {{{i16T, i16T, i16T, i16T, i48T}, SpecificationVersion::V_1_0}}},
535  {{Extension::fp8e4m3},
536  {{{fp8e4m3T, fp8e4m3T, fp8e4m3T, fp8e4m3T, fp16T},
537  SpecificationVersion::V_1_0},
538  {{fp8e4m3T, fp8e4m3T, fp8e4m3T, fp8e4m3T, fp32T},
539  SpecificationVersion::V_1_1_DRAFT}}},
540  {{Extension::fp8e5m2},
541  {{{fp8e5m2T, fp8e5m2T, fp8e5m2T, fp8e5m2T, fp16T},
542  SpecificationVersion::V_1_0},
543  {{fp8e5m2T, fp8e5m2T, fp8e5m2T, fp8e5m2T, fp32T},
544  SpecificationVersion::V_1_1_DRAFT}}},
545  {{Extension::fp8e4m3, Extension::fp8e5m2},
546  {{{fp8e4m3T, fp8e5m2T, fp8e4m3T, fp8e5m2T, fp16T},
547  SpecificationVersion::V_1_1_DRAFT},
548  {{fp8e4m3T, fp8e5m2T, fp8e4m3T, fp8e5m2T, fp32T},
549  SpecificationVersion::V_1_1_DRAFT},
550  {{fp8e5m2T, fp8e4m3T, fp8e5m2T, fp8e4m3T, fp16T},
551  SpecificationVersion::V_1_1_DRAFT},
552  {{fp8e5m2T, fp8e4m3T, fp8e5m2T, fp8e4m3T, fp32T},
553  SpecificationVersion::V_1_1_DRAFT}},
554  allOf},
555  {{Extension::bf16},
556  {{{bf16T, bf16T, bf16T, bf16T, fp32T}, SpecificationVersion::V_1_0}}}}},
557  {"tosa.max_pool2d",
558  {{{Extension::int16}, {{{i16T, i16T}, SpecificationVersion::V_1_0}}},
559  {{Extension::fp8e4m3},
560  {{{fp8e4m3T, fp8e4m3T}, SpecificationVersion::V_1_0}}},
561  {{Extension::fp8e5m2},
562  {{{fp8e5m2T, fp8e5m2T}, SpecificationVersion::V_1_0}}},
563  {{Extension::bf16}, {{{bf16T, bf16T}, SpecificationVersion::V_1_0}}}}},
564  {"tosa.rfft2d",
565  {{{Extension::fft},
566  {{{fp32T, fp32T, fp32T}, SpecificationVersion::V_1_0}}}}},
567  {"tosa.transpose_conv2d",
568  {{{Extension::int4},
569  {{{i8T, i4T, i32T, i8T, i4T, i32T, i32T}, SpecificationVersion::V_1_0}}},
570  {{Extension::int16},
571  {{{i16T, i8T, i48T, i16T, i8T, i48T, i48T},
572  SpecificationVersion::V_1_0}}},
573  {{Extension::fp8e4m3},
574  {{{fp8e4m3T, fp8e4m3T, fp16T, fp8e4m3T, fp8e4m3T, fp16T, fp16T},
575  SpecificationVersion::V_1_0}}},
576  {{Extension::fp8e5m2},
577  {{{fp8e5m2T, fp8e5m2T, fp16T, fp8e5m2T, fp8e5m2T, fp16T, fp16T},
578  SpecificationVersion::V_1_0}}},
579  {{Extension::bf16},
580  {{{bf16T, bf16T, bf16T, bf16T, bf16T, fp32T, bf16T},
581  SpecificationVersion::V_1_0}}}}},
582  {"tosa.clamp",
583  {{{Extension::int16}, {{{i16T, i16T}, SpecificationVersion::V_1_0}}},
584  {{Extension::bf16}, {{{bf16T, bf16T}, SpecificationVersion::V_1_0}}}}},
585  {"tosa.erf",
586  {{{Extension::bf16}, {{{bf16T, bf16T}, SpecificationVersion::V_1_0}}}}},
587  {"tosa.sigmoid",
588  {{{Extension::bf16}, {{{bf16T, bf16T}, SpecificationVersion::V_1_0}}}}},
589  {"tosa.tanh",
590  {{{Extension::bf16}, {{{bf16T, bf16T}, SpecificationVersion::V_1_0}}}}},
591  {"tosa.add",
592  {{{Extension::bf16},
593  {{{bf16T, bf16T, bf16T}, SpecificationVersion::V_1_0}}}}},
594  {"tosa.maximum",
595  {{{Extension::bf16},
596  {{{bf16T, bf16T, bf16T}, SpecificationVersion::V_1_0}}}}},
597  {"tosa.minimum",
598  {{{Extension::bf16},
599  {{{bf16T, bf16T, bf16T}, SpecificationVersion::V_1_0}}}}},
600  {"tosa.mul",
601  {{{Extension::bf16},
602  {{{bf16T, bf16T, bf16T}, SpecificationVersion::V_1_0}}}}},
603  {"tosa.pow",
604  {{{Extension::bf16},
605  {{{bf16T, bf16T, bf16T}, SpecificationVersion::V_1_0}}}}},
606  {"tosa.sub",
607  {{{Extension::bf16},
608  {{{bf16T, bf16T, bf16T}, SpecificationVersion::V_1_0}}}}},
609  {"tosa.table",
610  {{{Extension::int16},
611  {{{i16T, i16T, i32T}, SpecificationVersion::V_1_0}}}}},
612  {"tosa.abs",
613  {{{Extension::bf16}, {{{bf16T, bf16T}, SpecificationVersion::V_1_0}}}}},
614  {"tosa.ceil",
615  {{{Extension::bf16}, {{{bf16T, bf16T}, SpecificationVersion::V_1_0}}}}},
616  {"tosa.cos",
617  {{{Extension::bf16}, {{{bf16T, bf16T}, SpecificationVersion::V_1_0}}}}},
618  {"tosa.exp",
619  {{{Extension::bf16}, {{{bf16T, bf16T}, SpecificationVersion::V_1_0}}}}},
620  {"tosa.floor",
621  {{{Extension::bf16}, {{{bf16T, bf16T}, SpecificationVersion::V_1_0}}}}},
622  {"tosa.log",
623  {{{Extension::bf16}, {{{bf16T, bf16T}, SpecificationVersion::V_1_0}}}}},
624  {"tosa.negate",
625  {{{Extension::bf16},
626  {{{bf16T, bf16T, bf16T, bf16T}, SpecificationVersion::V_1_0}}}}},
627  {"tosa.reciprocal",
628  {{{Extension::bf16}, {{{bf16T, bf16T}, SpecificationVersion::V_1_0}}}}},
629  {"tosa.rsqrt",
630  {{{Extension::bf16}, {{{bf16T, bf16T}, SpecificationVersion::V_1_0}}}}},
631  {"tosa.sin",
632  {{{Extension::bf16}, {{{bf16T, bf16T}, SpecificationVersion::V_1_0}}}}},
633  {"tosa.select",
634  {{{Extension::bf16},
635  {{{bf16T, bf16T, bf16T}, SpecificationVersion::V_1_0}}}}},
636  {"tosa.equal",
637  {{{Extension::bf16},
638  {{{bf16T, bf16T, boolT}, SpecificationVersion::V_1_0}}}}},
639  {"tosa.greater",
640  {{{Extension::bf16},
641  {{{bf16T, bf16T, boolT}, SpecificationVersion::V_1_0}}}}},
642  {"tosa.greater_equal",
643  {{{Extension::bf16},
644  {{{bf16T, bf16T, boolT}, SpecificationVersion::V_1_0}}}}},
645  {"tosa.reduce_max",
646  {{{Extension::bf16}, {{{bf16T, bf16T}, SpecificationVersion::V_1_0}}}}},
647  {"tosa.reduce_min",
648  {{{Extension::bf16}, {{{bf16T, bf16T}, SpecificationVersion::V_1_0}}}}},
649  {"tosa.reduce_product",
650  {{{Extension::bf16}, {{{bf16T, bf16T}, SpecificationVersion::V_1_0}}}}},
651  {"tosa.reduce_sum",
652  {{{Extension::bf16}, {{{bf16T, bf16T}, SpecificationVersion::V_1_0}}}}},
653  {"tosa.concat",
654  {{{Extension::int16}, {{{i16T, i16T}, SpecificationVersion::V_1_0}}},
655  {{Extension::fp8e4m3},
656  {{{fp8e4m3T, fp8e4m3T}, SpecificationVersion::V_1_0}}},
657  {{Extension::fp8e5m2},
658  {{{fp8e5m2T, fp8e5m2T}, SpecificationVersion::V_1_0}}},
659  {{Extension::bf16}, {{{bf16T, bf16T}, SpecificationVersion::V_1_0}}}}},
660  {"tosa.pad",
661  {{{Extension::fp8e4m3},
662  {{{fp8e4m3T, fp8e4m3T, fp8e4m3T}, SpecificationVersion::V_1_0}}},
663  {{Extension::fp8e5m2},
664  {{{fp8e5m2T, fp8e5m2T, fp8e5m2T}, SpecificationVersion::V_1_0}}},
665  {{Extension::bf16},
666  {{{bf16T, bf16T, bf16T}, SpecificationVersion::V_1_0}}}}},
667  {"tosa.reshape",
668  {{{Extension::fp8e4m3},
669  {{{fp8e4m3T, fp8e4m3T}, SpecificationVersion::V_1_0}}},
670  {{Extension::fp8e5m2},
671  {{{fp8e5m2T, fp8e5m2T}, SpecificationVersion::V_1_0}}},
672  {{Extension::bf16}, {{{bf16T, bf16T}, SpecificationVersion::V_1_0}}}}},
673  {"tosa.reverse",
674  {{{Extension::fp8e4m3},
675  {{{fp8e4m3T, fp8e4m3T}, SpecificationVersion::V_1_0}}},
676  {{Extension::fp8e5m2},
677  {{{fp8e5m2T, fp8e5m2T}, SpecificationVersion::V_1_0}}},
678  {{Extension::bf16}, {{{bf16T, bf16T}, SpecificationVersion::V_1_0}}}}},
679  {"tosa.slice",
680  {{{Extension::fp8e4m3},
681  {{{fp8e4m3T, fp8e4m3T}, SpecificationVersion::V_1_0}}},
682  {{Extension::fp8e5m2},
683  {{{fp8e5m2T, fp8e5m2T}, SpecificationVersion::V_1_0}}},
684  {{Extension::bf16}, {{{bf16T, bf16T}, SpecificationVersion::V_1_0}}}}},
685  {"tosa.tile",
686  {{{Extension::fp8e4m3},
687  {{{fp8e4m3T, fp8e4m3T}, SpecificationVersion::V_1_0}}},
688  {{Extension::fp8e5m2},
689  {{{fp8e5m2T, fp8e5m2T}, SpecificationVersion::V_1_0}}},
690  {{Extension::bf16}, {{{bf16T, bf16T}, SpecificationVersion::V_1_0}}}}},
691  {"tosa.transpose",
692  {{{Extension::fp8e4m3},
693  {{{fp8e4m3T, fp8e4m3T}, SpecificationVersion::V_1_0}}},
694  {{Extension::fp8e5m2},
695  {{{fp8e5m2T, fp8e5m2T}, SpecificationVersion::V_1_0}}},
696  {{Extension::bf16}, {{{bf16T, bf16T}, SpecificationVersion::V_1_0}}}}},
697  {"tosa.gather",
698  {{{Extension::fp8e4m3},
699  {{{fp8e4m3T, i32T, fp8e4m3T}, SpecificationVersion::V_1_0}}},
700  {{Extension::fp8e5m2},
701  {{{fp8e5m2T, i32T, fp8e5m2T}, SpecificationVersion::V_1_0}}},
702  {{Extension::bf16},
703  {{{bf16T, i32T, bf16T}, SpecificationVersion::V_1_0}}}}},
704  {"tosa.scatter",
705  {{{Extension::fp8e4m3},
706  {{{fp8e4m3T, i32T, fp8e4m3T, fp8e4m3T}, SpecificationVersion::V_1_0}}},
707  {{Extension::fp8e5m2},
708  {{{fp8e5m2T, i32T, fp8e5m2T, fp8e5m2T}, SpecificationVersion::V_1_0}}},
709  {{Extension::bf16},
710  {{{bf16T, i32T, bf16T, bf16T}, SpecificationVersion::V_1_0}}}}},
711  {"tosa.resize",
712  {{{Extension::int16},
713  {{{i16T, i48T}, SpecificationVersion::V_1_0},
714  {{i16T, i16T}, SpecificationVersion::V_1_0}}},
715  {{Extension::bf16}, {{{bf16T, bf16T}, SpecificationVersion::V_1_0}}}}},
716  {"tosa.cast",
717  {{{Extension::bf16},
718  {{{i8T, bf16T}, SpecificationVersion::V_1_0},
719  {{i16T, bf16T}, SpecificationVersion::V_1_0},
720  {{i32T, bf16T}, SpecificationVersion::V_1_0},
721  {{bf16T, i8T}, SpecificationVersion::V_1_0},
722  {{bf16T, i16T}, SpecificationVersion::V_1_0},
723  {{bf16T, i32T}, SpecificationVersion::V_1_0},
724  {{bf16T, fp32T}, SpecificationVersion::V_1_0},
725  {{fp32T, bf16T}, SpecificationVersion::V_1_0}}},
726  {{Extension::bf16, Extension::fp8e4m3},
727  {{{bf16T, fp8e4m3T}, SpecificationVersion::V_1_0},
728  {{fp8e4m3T, bf16T}, SpecificationVersion::V_1_0}},
729  allOf},
730  {{Extension::bf16, Extension::fp8e5m2},
731  {{{bf16T, fp8e5m2T}, SpecificationVersion::V_1_0},
732  {{fp8e5m2T, bf16T}, SpecificationVersion::V_1_0}},
733  allOf},
734  {{Extension::fp8e4m3},
735  {{{fp8e4m3T, fp16T}, SpecificationVersion::V_1_0},
736  {{fp8e4m3T, fp32T}, SpecificationVersion::V_1_0},
737  {{fp16T, fp8e4m3T}, SpecificationVersion::V_1_0},
738  {{fp32T, fp8e4m3T}, SpecificationVersion::V_1_0}}},
739  {{Extension::fp8e5m2},
740  {{{fp8e5m2T, fp16T}, SpecificationVersion::V_1_0},
741  {{fp8e5m2T, fp32T}, SpecificationVersion::V_1_0},
742  {{fp16T, fp8e5m2T}, SpecificationVersion::V_1_0},
743  {{fp32T, fp8e5m2T}, SpecificationVersion::V_1_0}}}}},
744  {"tosa.rescale",
745  {{{Extension::int16},
746  {{{i48T, i48T, i8T, i8T}, SpecificationVersion::V_1_0},
747  {{i48T, i48T, i16T, i16T}, SpecificationVersion::V_1_0},
748  {{i48T, i48T, i32T, i32T}, SpecificationVersion::V_1_0}}}}},
749  {"tosa.const",
750  {{{Extension::int4}, {{{i4T}, SpecificationVersion::V_1_0}}},
751  {{Extension::int16}, {{{i48T}, SpecificationVersion::V_1_0}}},
752  {{Extension::fp8e4m3}, {{{fp8e4m3T}, SpecificationVersion::V_1_0}}},
753  {{Extension::fp8e5m2}, {{{fp8e5m2T}, SpecificationVersion::V_1_0}}},
754  {{Extension::bf16}, {{{bf16T}, SpecificationVersion::V_1_0}}}}},
755  {"tosa.identity",
756  {{{Extension::int4}, {{{i4T, i4T}, SpecificationVersion::V_1_0}}},
757  {{Extension::int16}, {{{i48T, i48T}, SpecificationVersion::V_1_0}}},
758  {{Extension::fp8e4m3},
759  {{{fp8e4m3T, fp8e4m3T}, SpecificationVersion::V_1_0}}},
760  {{Extension::fp8e5m2},
761  {{{fp8e5m2T, fp8e5m2T}, SpecificationVersion::V_1_0}}},
762  {{Extension::bf16}, {{{bf16T, bf16T}, SpecificationVersion::V_1_0}}}}},
763  {"tosa.variable",
764  {{{Extension::variable},
765  {{{i8T}, SpecificationVersion::V_1_0},
766  {{fp16T}, SpecificationVersion::V_1_0},
767  {{fp32T}, SpecificationVersion::V_1_0}}}}},
768  {"tosa.variable_write",
769  {{{Extension::variable},
770  {{{i8T}, SpecificationVersion::V_1_0},
771  {{fp16T}, SpecificationVersion::V_1_0},
772  {{fp32T}, SpecificationVersion::V_1_0}}}}},
773  {"tosa.variable_read",
774  {{{Extension::variable},
775  {{{i8T}, SpecificationVersion::V_1_0},
776  {{fp16T}, SpecificationVersion::V_1_0},
777  {{fp32T}, SpecificationVersion::V_1_0}}}}},
778 };
779 
780 // End of auto-generated metadata
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