pytorch/test/jit/test_op_decompositions.py
Anthony Barbier bf7e290854 Add __main__ guards to jit tests (#154725)
This PR is part of a series attempting to re-submit https://github.com/pytorch/pytorch/pull/134592 as smaller PRs.

In jit tests:

- Add and use a common raise_on_run_directly method for when a user runs a test file directly which should not be run this way. Print the file which the user should have run.
- Raise a RuntimeError on tests which have been disabled (not run)

Pull Request resolved: https://github.com/pytorch/pytorch/pull/154725
Approved by: https://github.com/clee2000
2025-06-16 10:28:45 +00:00

42 lines
1.3 KiB
Python

# Owner(s): ["oncall: jit"]
import torch
from torch.testing import FileCheck
from torch.testing._internal.common_utils import raise_on_run_directly
from torch.testing._internal.jit_utils import JitTestCase
class TestOpDecompositions(JitTestCase):
def test_op_decomposition(self):
def foo(x):
return torch.var(x, unbiased=True)
# TODO: more robust testing
foo_s = torch.jit.script(foo)
FileCheck().check("aten::var").run(foo_s.graph)
torch._C._jit_pass_run_decompositions(foo_s.graph)
inp = torch.rand([10, 10])
self.assertEqual(foo(inp), foo_s(inp))
FileCheck().check_not("aten::var").run(foo_s.graph)
def test_registered_decomposition(self):
@torch.jit.script
def foo(x):
return torch.square(x)
@torch.jit.script
def square_decomp(x):
return torch.pow(x, 2)
torch.jit._register_decomposition(
torch.ops.aten.square.default, square_decomp.graph
)
torch._C._jit_pass_run_decompositions(foo.graph)
FileCheck().check_not("aten::square").check("aten::pow").run(foo.graph)
x = torch.rand([4])
self.assertEqual(foo(x), torch.square(x))
if __name__ == "__main__":
raise_on_run_directly("test/test_jit.py")