/
attribute.mlir
809 lines (673 loc) · 27.9 KB
/
attribute.mlir
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
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
// RUN: mlir-opt %s -split-input-file -allow-unregistered-dialect -verify-diagnostics | FileCheck %s
//===----------------------------------------------------------------------===//
// Test AnyAttrOf attributes
//===----------------------------------------------------------------------===//
func.func @any_attr_of_pass() {
"test.any_attr_of_i32_str"() {
// CHECK: attr = 3 : i32
attr = 3 : i32
} : () -> ()
"test.any_attr_of_i32_str"() {
// CHECK: attr = "string_data"
attr = "string_data"
} : () -> ()
return
}
// -----
func.func @any_attr_of_fail() {
// expected-error @+1 {{'test.any_attr_of_i32_str' op attribute 'attr' failed to satisfy constraint: 32-bit signless integer attribute or string attribute}}
"test.any_attr_of_i32_str"() {
attr = 3 : i64
} : () -> ()
return
}
// -----
//===----------------------------------------------------------------------===//
// Test float attributes
//===----------------------------------------------------------------------===//
func.func @float_attrs_pass() {
"test.float_attrs"() {
// CHECK: float_attr = 2.000000e+00 : f8E5M2
float_attr = 2. : f8E5M2
} : () -> ()
"test.float_attrs"() {
// CHECK: float_attr = 2.000000e+00 : f8E4M3FN
float_attr = 2. : f8E4M3FN
} : () -> ()
"test.float_attrs"() {
// CHECK: float_attr = 2.000000e+00 : f16
float_attr = 2. : f16
} : () -> ()
"test.float_attrs"() {
// CHECK: float_attr = 2.000000e+00 : bf16
float_attr = 2. : bf16
} : () -> ()
"test.float_attrs"() {
// CHECK: float_attr = 2.000000e+00 : f32
float_attr = 2. : f32
} : () -> ()
"test.float_attrs"() {
// CHECK: float_attr = 2.000000e+00 : f64
float_attr = 2. : f64
} : () -> ()
"test.float_attrs"() {
// CHECK: float_attr = 2.000000e+00 : f80
float_attr = 2. : f80
} : () -> ()
"test.float_attrs"() {
// CHECK: float_attr = 2.000000e+00 : f128
float_attr = 2. : f128
} : () -> ()
return
}
//===----------------------------------------------------------------------===//
// Test integer attributes
//===----------------------------------------------------------------------===//
func.func @int_attrs_pass() {
"test.int_attrs"() {
// CHECK: any_i32_attr = 5 : ui32
any_i32_attr = 5 : ui32,
// CHECK-SAME: index_attr = 8 : index
index_attr = 8 : index,
// CHECK-SAME: si32_attr = 7 : si32
si32_attr = 7 : si32,
// CHECK-SAME: ui32_attr = 6 : ui32
ui32_attr = 6 : ui32
} : () -> ()
"test.int_attrs"() {
// CHECK: any_i32_attr = 5 : si32
any_i32_attr = 5 : si32,
index_attr = 8 : index,
si32_attr = 7 : si32,
ui32_attr = 6 : ui32
} : () -> ()
"test.int_attrs"() {
// CHECK: any_i32_attr = 5 : i32
any_i32_attr = 5 : i32,
index_attr = 8 : index,
si32_attr = 7 : si32,
ui32_attr = 6 : ui32
} : () -> ()
return
}
// -----
//===----------------------------------------------------------------------===//
// Check that the maximum and minimum integer attribute values are
// representable and preserved during a round-trip.
//===----------------------------------------------------------------------===//
func.func @int_attrs_pass() {
"test.in_range_attrs"() {
// CHECK: attr_00 = -128 : i8
attr_00 = -128 : i8,
// CHECK-SAME: attr_01 = 127 : i8
attr_01 = 127 : i8,
// CHECK-SAME: attr_02 = -128 : si8
attr_02 = -128 : si8,
// CHECK-SAME: attr_03 = 127 : si8
attr_03 = 127 : si8,
// CHECK-SAME: attr_04 = 255 : ui8
attr_04 = 255 : ui8,
// CHECK-SAME: attr_05 = -32768 : i16
attr_05 = -32768 : i16,
// CHECK-SAME: attr_06 = 32767 : i16
attr_06 = 32767 : i16,
// CHECK-SAME: attr_07 = -32768 : si16
attr_07 = -32768 : si16,
// CHECK-SAME: attr_08 = 32767 : si16
attr_08 = 32767 : si16,
// CHECK-SAME: attr_09 = 65535 : ui16
attr_09 = 65535 : ui16,
// CHECK-SAME: attr_10 = -2147483647 : i32
attr_10 = -2147483647 : i32,
// CHECK-SAME: attr_11 = 2147483646 : i32
attr_11 = 2147483646 : i32,
// CHECK-SAME: attr_12 = -2147483647 : si32
attr_12 = -2147483647 : si32,
// CHECK-SAME: attr_13 = 2147483646 : si32
attr_13 = 2147483646 : si32,
// CHECK-SAME: attr_14 = 4294967295 : ui32
attr_14 = 4294967295 : ui32,
// CHECK-SAME: attr_15 = -9223372036854775808 : i64
attr_15 = -9223372036854775808 : i64,
// CHECK-SAME: attr_16 = 9223372036854775807 : i64
attr_16 = 9223372036854775807 : i64,
// CHECK-SAME: attr_17 = -9223372036854775808 : si64
attr_17 = -9223372036854775808 : si64,
// CHECK-SAME: attr_18 = 9223372036854775807 : si64
attr_18 = 9223372036854775807 : si64,
// CHECK-SAME: attr_19 = 18446744073709551615 : ui64
attr_19 = 18446744073709551615 : ui64,
// CHECK-SAME: attr_20 = 1 : ui1
attr_20 = 1 : ui1,
// CHECK-SAME: attr_21 = -1 : si1
attr_21 = -1 : si1,
// CHECK-SAME: attr_22 = 79228162514264337593543950335 : ui96
attr_22 = 79228162514264337593543950335 : ui96,
// CHECK-SAME: attr_23 = -39614081257132168796771975168 : si96
attr_23 = -39614081257132168796771975168 : si96
} : () -> ()
return
}
// -----
//===----------------------------------------------------------------------===//
// Check that positive values larger than 2^n-1 for signless integers
// are mapped to their negative signed counterpart. This behaviour is
// undocumented in the language specification, but it is what the
// parser currently does.
//===----------------------------------------------------------------------===//
func.func @int_attrs_pass() {
"test.i8_attr"() {
// CHECK: attr_00 = -1 : i8
attr_00 = 255 : i8,
// CHECK-SAME: attr_01 = -1 : i16
attr_01 = 65535 : i16,
// CHECK-SAME: attr_02 = -1 : i32
attr_02 = 4294967295 : i32,
// CHECK-SAME: attr_03 = -1 : i64
attr_03 = 18446744073709551615 : i64
} : () -> ()
return
}
// -----
//===----------------------------------------------------------------------===//
// Check that i0 is parsed and verified correctly. It can only have value 0.
// We check it explicitly because there are various special cases for it that
// are good to verify.
//===----------------------------------------------------------------------===//
func.func @int0_attrs_pass() {
"test.i0_attr"() {
// CHECK: attr_00 = 0 : i0
attr_00 = 0 : i0,
// CHECK: attr_01 = 0 : si0
attr_01 = 0 : si0,
// CHECK: attr_02 = 0 : ui0
attr_02 = 0 : ui0,
// CHECK: attr_03 = 0 : i0
attr_03 = 0x0000 : i0,
// CHECK: attr_04 = 0 : si0
attr_04 = 0x0000 : si0,
// CHECK: attr_05 = 0 : ui0
attr_05 = 0x0000 : ui0
} : () -> ()
return
}
// -----
func.func @int0_attrs_negative_fail() {
"test.i0_attr"() {
// expected-error @+1 {{integer constant out of range for attribute}}
attr_00 = -1 : i0
} : () -> ()
return
}
// -----
func.func @int0_attrs_positive_fail() {
"test.i0_attr"() {
// expected-error @+1 {{integer constant out of range for attribute}}
attr_00 = 1 : i0
} : () -> ()
return
}
// -----
func.func @wrong_int_attrs_signedness_fail() {
// expected-error @+1 {{'si32_attr' failed to satisfy constraint: 32-bit signed integer attribute}}
"test.int_attrs"() {
any_i32_attr = 5 : i32,
index_attr = 8 : index,
si32_attr = 7 : ui32,
ui32_attr = 6 : ui32
} : () -> ()
return
}
// -----
func.func @wrong_int_attrs_signedness_fail() {
// expected-error @+1 {{'ui32_attr' failed to satisfy constraint: 32-bit unsigned integer attribute}}
"test.int_attrs"() {
any_i32_attr = 5 : i32,
index_attr = 8 : index,
si32_attr = 7 : si32,
ui32_attr = 6 : si32
} : () -> ()
return
}
// -----
func.func @wrong_int_attrs_type_fail() {
// expected-error @+1 {{'any_i32_attr' failed to satisfy constraint: 32-bit integer attribute}}
"test.int_attrs"() {
any_i32_attr = 5.0 : f32,
si32_attr = 7 : si32,
ui32_attr = 6 : ui32,
index_attr = 1 : index
} : () -> ()
return
}
// -----
//===----------------------------------------------------------------------===//
// Test Non-negative Int Attr
//===----------------------------------------------------------------------===//
func.func @non_negative_int_attr_pass() {
// CHECK: test.non_negative_int_attr
"test.non_negative_int_attr"() {i32attr = 5 : i32, i64attr = 10 : i64} : () -> ()
// CHECK: test.non_negative_int_attr
"test.non_negative_int_attr"() {i32attr = 0 : i32, i64attr = 0 : i64} : () -> ()
return
}
// -----
func.func @negative_int_attr_fail() {
// expected-error @+1 {{'i32attr' failed to satisfy constraint: 32-bit signless integer attribute whose value is non-negative}}
"test.non_negative_int_attr"() {i32attr = -5 : i32, i64attr = 10 : i64} : () -> ()
return
}
// -----
func.func @negative_int_attr_fail() {
// expected-error @+1 {{'i64attr' failed to satisfy constraint: 64-bit signless integer attribute whose value is non-negative}}
"test.non_negative_int_attr"() {i32attr = 5 : i32, i64attr = -10 : i64} : () -> ()
return
}
// -----
//===----------------------------------------------------------------------===//
// Test Positive Int Attr
//===----------------------------------------------------------------------===//
func.func @positive_int_attr_pass() {
// CHECK: test.positive_int_attr
"test.positive_int_attr"() {i32attr = 5 : i32, i64attr = 10 : i64} : () -> ()
return
}
// -----
func.func @positive_int_attr_fail() {
// expected-error @+1 {{'i32attr' failed to satisfy constraint: 32-bit signless integer attribute whose value is positive}}
"test.positive_int_attr"() {i32attr = 0 : i32, i64attr = 5: i64} : () -> ()
return
}
// -----
func.func @positive_int_attr_fail() {
// expected-error @+1 {{'i64attr' failed to satisfy constraint: 64-bit signless integer attribute whose value is positive}}
"test.positive_int_attr"() {i32attr = 5 : i32, i64attr = 0: i64} : () -> ()
return
}
// -----
func.func @positive_int_attr_fail() {
// expected-error @+1 {{'i32attr' failed to satisfy constraint: 32-bit signless integer attribute whose value is positive}}
"test.positive_int_attr"() {i32attr = -10 : i32, i64attr = 5 : i64} : () -> ()
return
}
// -----
func.func @positive_int_attr_fail() {
// expected-error @+1 {{'i64attr' failed to satisfy constraint: 64-bit signless integer attribute whose value is positive}}
"test.positive_int_attr"() {i32attr = 5 : i32, i64attr = -10 : i64} : () -> ()
return
}
// -----
//===----------------------------------------------------------------------===//
// Test TypeArrayAttr
//===----------------------------------------------------------------------===//
func.func @correct_type_array_attr_pass() {
// CHECK: test.type_array_attr
"test.type_array_attr"() {attr = [i32, f32]} : () -> ()
return
}
// -----
func.func @non_type_in_type_array_attr_fail() {
// expected-error @+1 {{'attr' failed to satisfy constraint: type array attribute}}
"test.type_array_attr"() {attr = [i32, 5 : i64]} : () -> ()
return
}
// -----
//===----------------------------------------------------------------------===//
// Test StringAttr with custom type
//===----------------------------------------------------------------------===//
// CHECK-LABEL: func @string_attr_custom_type
func.func @string_attr_custom_type() {
// CHECK: "string_data" : !foo.string
test.string_attr_with_type "string_data" : !foo.string
return
}
// -----
//===----------------------------------------------------------------------===//
// Test I32EnumAttr
//===----------------------------------------------------------------------===//
// CHECK-LABEL: func @allowed_cases_pass
func.func @allowed_cases_pass() {
// CHECK: test.i32_enum_attr
%0 = "test.i32_enum_attr"() {attr = 5: i32} : () -> i32
// CHECK: test.i32_enum_attr
%1 = "test.i32_enum_attr"() {attr = 10: i32} : () -> i32
return
}
// -----
func.func @disallowed_case7_fail() {
// expected-error @+1 {{allowed 32-bit signless integer cases: 5, 10}}
%0 = "test.i32_enum_attr"() {attr = 7: i32} : () -> i32
return
}
// -----
func.func @disallowed_case7_fail() {
// expected-error @+1 {{allowed 32-bit signless integer cases: 5, 10}}
%0 = "test.i32_enum_attr"() {attr = 5: i64} : () -> i32
return
}
// -----
//===----------------------------------------------------------------------===//
// Test I64EnumAttr
//===----------------------------------------------------------------------===//
// CHECK-LABEL: func @allowed_cases_pass
func.func @allowed_cases_pass() {
// CHECK: test.i64_enum_attr
%0 = "test.i64_enum_attr"() {attr = 5: i64} : () -> i32
// CHECK: test.i64_enum_attr
%1 = "test.i64_enum_attr"() {attr = 10: i64} : () -> i32
return
}
// -----
func.func @disallowed_case7_fail() {
// expected-error @+1 {{allowed 64-bit signless integer cases: 5, 10}}
%0 = "test.i64_enum_attr"() {attr = 7: i64} : () -> i32
return
}
// -----
func.func @disallowed_case7_fail() {
// expected-error @+1 {{allowed 64-bit signless integer cases: 5, 10}}
%0 = "test.i64_enum_attr"() {attr = 5: i32} : () -> i32
return
}
// -----
//===----------------------------------------------------------------------===//
// Test BitEnumAttr
//===----------------------------------------------------------------------===//
// CHECK-LABEL: func @allowed_cases_pass
func.func @allowed_cases_pass() {
// CHECK: test.op_with_bit_enum <read, write>
"test.op_with_bit_enum"() {value = #test.bit_enum<read, write>} : () -> ()
// CHECK: test.op_with_bit_enum <read, execute>
test.op_with_bit_enum <read,execute>
return
}
// -----
// CHECK-LABEL: func @allowed_cases_pass
func.func @allowed_cases_pass() {
// CHECK: test.op_with_bit_enum_vbar <user | group>
"test.op_with_bit_enum_vbar"() {
value = #test.bit_enum_vbar<user|group>
} : () -> ()
// CHECK: test.op_with_bit_enum_vbar <user | group | other>
test.op_with_bit_enum_vbar <user | group | other>
return
}
// -----
func.func @disallowed_case_sticky_fail() {
// expected-error@+2 {{expected test::TestBitEnum to be one of: read, write, execute}}
// expected-error@+1 {{failed to parse TestBitEnumAttr}}
"test.op_with_bit_enum"() {value = #test.bit_enum<sticky>} : () -> ()
}
// -----
//===----------------------------------------------------------------------===//
// Test FloatElementsAttr
//===----------------------------------------------------------------------===//
func.func @correct_type_pass() {
"test.float_elements_attr"() {
// CHECK: scalar_f32_attr = dense<5.000000e+00> : tensor<2xf32>
// CHECK: tensor_f64_attr = dense<6.000000e+00> : tensor<4x8xf64>
scalar_f32_attr = dense<5.0> : tensor<2xf32>,
tensor_f64_attr = dense<6.0> : tensor<4x8xf64>
} : () -> ()
return
}
// -----
func.func @wrong_element_type_pass() {
// expected-error @+1 {{failed to satisfy constraint: 32-bit float elements attribute of shape [2]}}
"test.float_elements_attr"() {
scalar_f32_attr = dense<5.0> : tensor<2xf64>,
tensor_f64_attr = dense<6.0> : tensor<4x8xf64>
} : () -> ()
return
}
// -----
func.func @correct_type_pass() {
// expected-error @+1 {{failed to satisfy constraint: 64-bit float elements attribute of shape [4, 8]}}
"test.float_elements_attr"() {
scalar_f32_attr = dense<5.0> : tensor<2xf32>,
tensor_f64_attr = dense<6.0> : tensor<4xf64>
} : () -> ()
return
}
// -----
//===----------------------------------------------------------------------===//
// Test StringElementsAttr
//===----------------------------------------------------------------------===//
func.func @simple_scalar_example() {
"test.string_elements_attr"() {
// CHECK: dense<"example">
scalar_string_attr = dense<"example"> : tensor<2x!unknown<"">>
} : () -> ()
return
}
// -----
func.func @escape_string_example() {
"test.string_elements_attr"() {
// CHECK: dense<"new\0Aline">
scalar_string_attr = dense<"new\nline"> : tensor<2x!unknown<"">>
} : () -> ()
return
}
// -----
func.func @simple_scalar_example() {
"test.string_elements_attr"() {
// CHECK: dense<["example1", "example2"]>
scalar_string_attr = dense<["example1", "example2"]> : tensor<2x!unknown<"">>
} : () -> ()
return
}
// -----
//===----------------------------------------------------------------------===//
// Test DenseArrayAttr
//===----------------------------------------------------------------------===//
// CHECK-LABEL: func @dense_array_attr
func.func @dense_array_attr() attributes {
// CHECK-SAME: emptyf32attr = array<f32>,
emptyf32attr = array<f32>,
// CHECK-SAME: emptyf64attr = array<f64>,
emptyf64attr = array<f64>,
// CHECK-SAME: emptyi16attr = array<i16>,
emptyi16attr = array<i16>,
// CHECK-SAME: emptyi1attr = array<i1>,
emptyi1attr = array<i1>,
// CHECK-SAME: emptyi32attr = array<i32>,
emptyi32attr = array<i32>,
// CHECK-SAME: emptyi64attr = array<i64>,
emptyi64attr = array<i64>,
// CHECK-SAME: emptyi8attr = array<i8>,
emptyi8attr = array<i8>,
// CHECK-SAME: f32attr = array<f32: 1.024000e+03, 4.530000e+02, -6.435000e+03>,
f32attr = array<f32: 1024., 453., -6435.>,
// CHECK-SAME: f64attr = array<f64: -1.420000e+02>,
f64attr = array<f64: -142.>,
// CHECK-SAME: i16attr = array<i16: 3, 5, -4, 10>,
i16attr = array<i16: 3, 5, -4, 10>,
// CHECK-SAME: i1attr = array<i1: true, false, true>,
i1attr = array<i1: true, false, true>,
// CHECK-SAME: i32attr = array<i32: 1024, 453, -6435>,
i32attr = array<i32: 1024, 453, -6435>,
// CHECK-SAME: i64attr = array<i64: -142>,
i64attr = array<i64: -142>,
// CHECK-SAME: i8attr = array<i8: 1, -2, 3>
i8attr = array<i8: 1, -2, 3>
} {
// CHECK: test.dense_array_attr
test.dense_array_attr
// CHECK-SAME: i1attr = [true, false, true]
i1attr = [true, false, true]
// CHECK-SAME: i8attr = [1, -2, 3]
i8attr = [1, -2, 3]
// CHECK-SAME: i16attr = [3, 5, -4, 10]
i16attr = [3, 5, -4, 10]
// CHECK-SAME: i32attr = [1024, 453, -6435]
i32attr = [1024, 453, -6435]
// CHECK-SAME: i64attr = [-142]
i64attr = [-142]
// CHECK-SAME: f32attr = [1.024000e+03, 4.530000e+02, -6.435000e+03]
f32attr = [1024., 453., -6435.]
// CHECK-SAME: f64attr = [-1.420000e+02]
f64attr = [-142.]
// CHECK-SAME: emptyattr = []
emptyattr = []
// CHECK: array.sizes
// CHECK-SAME: i0 = array<i0: 0, 0>
// CHECK-SAME: ui0 = array<ui0: 0, 0>
// CHECK-SAME: si0 = array<si0: 0, 0>
// CHECK-SAME: i24 = array<i24: -42, 42, 8388607>
// CHECK-SAME: ui24 = array<ui24: 16777215>
// CHECK-SAME: si24 = array<si24: -8388608>
// CHECK-SAME: bf16 = array<bf16: 1.2{{[0-9]+}}e+00, 3.4{{[0-9]+}}e+00>
// CHECK-SAME: f16 = array<f16: 1.{{[0-9]+}}e+00, 3.{{[0-9]+}}e+00>
"array.sizes"() {
x0_i0 = array<i0: 0, 0>,
x1_ui0 = array<ui0: 0, 0>,
x2_si0 = array<si0: 0, 0>,
x3_i24 = array<i24: -42, 42, 8388607>,
x4_ui24 = array<ui24: 16777215>,
x5_si24 = array<si24: -8388608>,
x6_bf16 = array<bf16: 1.2, 3.4>,
x7_f16 = array<f16: 1., 3.>
}: () -> ()
// CHECK: test.typed_attr tensor<4xi32> = array<1, 2, 3, 4>
test.typed_attr tensor<4xi32> = array<1, 2, 3, 4>
return
}
// -----
func.func @testConfinedDenseArrayAttr() {
"test.confined_dense_array_attr"() {
i64attr = array<i64: 0, 2, 3>,
i32attr = array<i32: 1>,
emptyattr = array<i16>
} : () -> ()
func.return
}
// -----
func.func @testConfinedDenseArrayAttrDuplicateValues() {
// expected-error@+1{{'test.confined_dense_array_attr' op attribute 'i64attr' failed to satisfy constraint: i64 dense array attribute should be in increasing order}}
"test.confined_dense_array_attr"() {
emptyattr = array<i16>,
i32attr = array<i32: 1, 1>,
i64attr = array<i64: 0, 2, 2>
} : () -> ()
func.return
}
// -----
func.func @testConfinedDenseArrayAttrDecreasingOrder() {
// expected-error@+1{{'test.confined_dense_array_attr' op attribute 'i32attr' failed to satisfy constraint: i32 dense array attribute should be in non-decreasing order}}
"test.confined_dense_array_attr"() {
emptyattr = array<i16>,
i32attr = array<i32: 1, 0>,
i64attr = array<i64: 0, 2, 3>
} : () -> ()
func.return
}
// -----
//===----------------------------------------------------------------------===//
// Test SymbolRefAttr
//===----------------------------------------------------------------------===//
func.func @fn() { return }
// CHECK: test.symbol_ref_attr
"test.symbol_ref_attr"() {symbol = @fn} : () -> ()
// -----
//===----------------------------------------------------------------------===//
// Test IntElementsAttr
//===----------------------------------------------------------------------===//
func.func @correct_int_elements_attr_pass() {
"test.int_elements_attr"() {
// CHECK: any_i32_attr = dense<5> : tensor<1x2x3x4xui32>,
any_i32_attr = dense<5> : tensor<1x2x3x4xui32>,
i32_attr = dense<5> : tensor<6xi32>
} : () -> ()
"test.int_elements_attr"() {
// CHECK: any_i32_attr = dense<5> : tensor<1x2x3x4xsi32>,
any_i32_attr = dense<5> : tensor<1x2x3x4xsi32>,
i32_attr = dense<5> : tensor<6xi32>
} : () -> ()
"test.int_elements_attr"() {
// CHECK: any_i32_attr = dense<5> : tensor<1x2x3x4xi32>,
any_i32_attr = dense<5> : tensor<1x2x3x4xi32>,
i32_attr = dense<5> : tensor<6xi32>
} : () -> ()
"test.index_elements_attr"() {
// CHECK: any_index_attr = dense<5> : tensor<1x2x3x4xindex>,
any_index_attr = dense<5> : tensor<1x2x3x4xindex>,
index_attr = dense<5> : tensor<6xindex>
} : () -> ()
"test.hex_index_elements_attr"() {
// CHECK: hex_index_attr = dense<"0x00000C000000000000080C000000000000080C000000000000080C000000000000080C000000000000080C000000000000080C000000000000080C000000000000080C000000000000080C000000000000080C000000000000080C000000000000080C000000000000080C000000000000080C000000000000080C000000000000080C000000000000080C000000000000080C000000000000080C000000000000080C000000000000080C000000000000080C000000000000080C000000000000100C000000000000100C000000000000100C000000000000100C000000000000100C000000000000100C000000000000100C000000000000100C000000000000100C000000000000100C000000000000100C000000000000100C000000000000100C000000000000100C000000000000100C000000000000100C000000000000100C000000000000100C000000000000100C000000000000100C000000000000100C000000000000100C000000000000100C000000000000180C000000000000180C000000000000180C000000000000180C000000000000180C000000000000180C000000000000180C000000000000180C000000000000180C000000000000180C000000000000180C000000000000180C000000000000180C000000000000180C000000000000180C000000000000180C000000000000180C000000000000180C000000000000180C000000000000180C000000000000180C000000000000180C000000000000080C0000000000001A150000000000005078000000000000B659010000000000ECBC010000000000FEC5010000000000342902000000000046320200000000007C950200000000008E9E020000000000C401030000000000D60A0300000000000C6E0300000000001E7703000000000054DA03000000000066E30300000000009C46040000000000AE4F040000000000E4B2040000000000F6BB0400000000002C1F050000000000628100000000000098E40000000000000E0C00000000000020150000000000005678000000000000BC59010000000000F2BC01000000000004C60100000000003A290200000000004C320200000000008295020000000000949E020000000000CA01030000000000DC0A030000000000126E03000000000024770300000000005ADA0300000000006CE3030000000000A246040000000000B44F040000000000EAB2040000000000FCBB040000000000321F05000000000068810000000000009EE40000000000"> : tensor<23x5xindex>
hex_index_attr = dense<"0x00000C000000000000080C000000000000080C000000000000080C000000000000080C000000000000080C000000000000080C000000000000080C000000000000080C000000000000080C000000000000080C000000000000080C000000000000080C000000000000080C000000000000080C000000000000080C000000000000080C000000000000080C000000000000080C000000000000080C000000000000080C000000000000080C000000000000080C000000000000080C000000000000100C000000000000100C000000000000100C000000000000100C000000000000100C000000000000100C000000000000100C000000000000100C000000000000100C000000000000100C000000000000100C000000000000100C000000000000100C000000000000100C000000000000100C000000000000100C000000000000100C000000000000100C000000000000100C000000000000100C000000000000100C000000000000100C000000000000100C000000000000180C000000000000180C000000000000180C000000000000180C000000000000180C000000000000180C000000000000180C000000000000180C000000000000180C000000000000180C000000000000180C000000000000180C000000000000180C000000000000180C000000000000180C000000000000180C000000000000180C000000000000180C000000000000180C000000000000180C000000000000180C000000000000180C000000000000080C0000000000001A150000000000005078000000000000B659010000000000ECBC010000000000FEC5010000000000342902000000000046320200000000007C950200000000008E9E020000000000C401030000000000D60A0300000000000C6E0300000000001E7703000000000054DA03000000000066E30300000000009C46040000000000AE4F040000000000E4B2040000000000F6BB0400000000002C1F050000000000628100000000000098E40000000000000E0C00000000000020150000000000005678000000000000BC59010000000000F2BC01000000000004C60100000000003A290200000000004C320200000000008295020000000000949E020000000000CA01030000000000DC0A030000000000126E03000000000024770300000000005ADA0300000000006CE3030000000000A246040000000000B44F040000000000EAB2040000000000FCBB040000000000321F05000000000068810000000000009EE40000000000"> : tensor<23x5xindex>
} : () -> ()
return
}
// -----
func.func @wrong_int_elements_attr_type_fail() {
// expected-error @+1 {{'any_i32_attr' failed to satisfy constraint: 32-bit integer elements attribute}}
"test.int_elements_attr"() {
any_i32_attr = dense<5.0> : tensor<1x2x3x4xf32>,
i32_attr = dense<5> : tensor<6xi32>
} : () -> ()
return
}
// -----
func.func @wrong_int_elements_attr_signedness_fail() {
// expected-error @+1 {{'i32_attr' failed to satisfy constraint: 32-bit signless integer elements attribute}}
"test.int_elements_attr"() {
any_i32_attr = dense<5> : tensor<1x2x3x4xi32>,
i32_attr = dense<5> : tensor<6xsi32>
} : () -> ()
return
}
// -----
//===----------------------------------------------------------------------===//
// Test Ranked IntElementsAttr
//===----------------------------------------------------------------------===//
func.func @correct_type_pass() {
"test.ranked_int_elements_attr"() {
// CHECK: matrix_i64_attr = dense<6> : tensor<4x8xi64>
// CHECK: vector_i32_attr = dense<5> : tensor<2xi32>
matrix_i64_attr = dense<6> : tensor<4x8xi64>,
vector_i32_attr = dense<5> : tensor<2xi32>
} : () -> ()
return
}
// -----
func.func @wrong_element_type_fail() {
// expected-error @+1 {{failed to satisfy constraint: 32-bit signless int elements attribute of shape [2]}}
"test.ranked_int_elements_attr"() {
matrix_i64_attr = dense<6> : tensor<4x8xi64>,
vector_i32_attr = dense<5> : tensor<2xi64>
} : () -> ()
return
}
// -----
func.func @wrong_shape_fail() {
// expected-error @+1 {{failed to satisfy constraint: 64-bit signless int elements attribute of shape [4, 8]}}
"test.ranked_int_elements_attr"() {
matrix_i64_attr = dense<6> : tensor<4xi64>,
vector_i32_attr = dense<5> : tensor<2xi32>
} : () -> ()
return
}
// -----
func.func @wrong_shape_fail() {
// expected-error @+1 {{failed to satisfy constraint: 32-bit signless int elements attribute of shape [2]}}
"test.ranked_int_elements_attr"() {
matrix_i64_attr = dense<6> : tensor<4x8xi64>,
vector_i32_attr = dense<5> : tensor<i32>
} : () -> ()
return
}
// -----
//===----------------------------------------------------------------------===//
// Test DefaultValuedAttr Printing
//===----------------------------------------------------------------------===//
// CHECK-LABEL: @default_value_printing
func.func @default_value_printing(%arg0 : i32) {
// The attribute SHOULD NOT be printed because it is equal to the default
// CHECK: test.default_value_print %arg0
"test.default_value_print"(%arg0) {"value_with_default" = 0 : i32} : (i32) -> ()
// The attribute SHOULD be printed because it is not equal to the default
// CHECK: test.default_value_print {value_with_default = 1 : i32} %arg0
"test.default_value_print"(%arg0) {"value_with_default" = 1 : i32} : (i32) -> ()
return
}