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# Owner(s): ["oncall: jit"]
import torch
from torch.testing import FileCheck
from torch.testing._internal.jit_utils import JitTestCase, make_global
class TestDCE(JitTestCase):
def test_setattr_no_aliasdb(self):
class Net(torch.nn.Module):
def __init__(self):
super().__init__()
self.x = torch.empty([2, 2])
def forward(self):
x = torch.rand([3, 3])
self.x = x
net = torch.jit.script(Net())
FileCheck().check("prim::SetAttr").run(net.graph)
def test_setattr_removed(self):
@torch.jit.script
class Thing1(object):
def __init__(self):
self.x = torch.zeros([2, 2])
make_global(Thing1)
class Thing2(torch.nn.Module):
def forward(self):
x = torch.rand([2, 2])
y = torch.rand([2, 2])
t1 = Thing1()
t1.x = x
return y
unscripted = Thing2()
t2 = torch.jit.script(unscripted)
t2.eval()
# freezing inlines t1.__init__(), after which DCE can occur.
t2 = torch.jit.freeze(t2)
FileCheck().check_not("prim::SetAttr").run(t2.graph)
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