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
|
# Owner(s): ["module: dynamo"]
import unittest
import warnings
from torch._dynamo import config
from torch._dynamo.testing import make_test_cls_with_patches
from torch.fx.experimental import _config as fx_config
from torch.testing._internal.common_utils import slowTest, TEST_Z3
try:
from . import (
test_aot_autograd,
test_ctx_manager,
test_export,
test_functions,
test_higher_order_ops,
test_misc,
test_modules,
test_repros,
test_sdpa,
test_subgraphs,
)
except ImportError:
import test_aot_autograd
import test_ctx_manager
import test_export
import test_functions
import test_higher_order_ops
import test_misc
import test_modules
import test_repros
import test_sdpa
import test_subgraphs
test_classes = {}
def make_dynamic_cls(cls):
suffix = "_dynamic_shapes"
cls_prefix = "DynamicShapes"
test_class = make_test_cls_with_patches(
cls,
cls_prefix,
suffix,
(config, "assume_static_by_default", False),
(config, "specialize_int", False),
(fx_config, "translation_validation", TEST_Z3),
(fx_config, "check_shape_env_recorded_events", True),
(fx_config, "validate_shape_env_version_key", True),
xfail_prop="_expected_failure_dynamic",
)
test_classes[test_class.__name__] = test_class
# REMOVING THIS LINE WILL STOP TESTS FROM RUNNING
globals()[test_class.__name__] = test_class
test_class.__module__ = __name__
return test_class
tests = [
test_ctx_manager.CtxManagerTests,
test_functions.FunctionTests,
test_misc.MiscTests,
test_repros.ReproTests,
test_modules.NNModuleTests,
test_export.ExportTests,
test_subgraphs.SubGraphTests,
test_higher_order_ops.HigherOrderOpTests,
test_higher_order_ops.FuncTorchHigherOrderOpTests,
test_aot_autograd.AotAutogradFallbackTests,
test_sdpa.TestSDPA,
]
for test in tests:
make_dynamic_cls(test)
del test
if TEST_Z3:
if not config.inline_inbuilt_nn_modules:
# TODO model is somehow not being freed when z3 is available
unittest.expectedFailure(
DynamicShapesMiscTests.test_parameter_free_dynamic_shapes # noqa: F821
)
# Test takes too long ~700s as of 414a1fd29f04d06e41b7f895368dd1f83a4be29d
DynamicShapesExportTests.test_retracibility_dynamic_shapes = slowTest( # noqa: F821
DynamicShapesExportTests.test_retracibility_dynamic_shapes # noqa: F821
)
# Also take more than 30m as of 15cc9f2e7e7b2b175f24755925dc38d4d430905d
DynamicShapesExportTests.test_retracibility_dict_container_inp_out_dynamic_shapes = slowTest( # noqa: F821
DynamicShapesExportTests.test_retracibility_dict_container_inp_out_dynamic_shapes # noqa: F821
)
DynamicShapesExportTests.test_retracibility_nested_list_out_dynamic_shapes = slowTest( # noqa: F821
DynamicShapesExportTests.test_retracibility_nested_list_out_dynamic_shapes # noqa: F821
)
if __name__ == "__main__":
from torch._dynamo.test_case import run_tests
if not TEST_Z3:
warnings.warn(
"translation validation is off. "
"Testing with translation validation requires Z3."
)
run_tests()
|
