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Remove torch.jit.fuser("fuser2") in test #7069

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merged 2 commits into from
Jan 10, 2023
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Remove torch.jit.fuser("fuser2") in test #7069

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3c55605
[WIP] Remove torch.jit.fuser("fuser2") in test
davidberard98 Jan 9, 2023
d60bb34
completely remove special-casing
davidberard98 Jan 9, 2023
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8 changes: 1 addition & 7 deletions test/test_ops.py
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Original file line number Diff line number Diff line change
Expand Up @@ -1555,13 +1555,7 @@ def test_jit(self, alpha, gamma, reduction, device, dtype, seed):
torch.random.manual_seed(seed)
inputs, targets = self._generate_diverse_input_target_pair(dtype=dtype, device=device)
focal_loss = ops.sigmoid_focal_loss(inputs, targets, gamma=gamma, alpha=alpha, reduction=reduction)
if device == "cpu":
scripted_focal_loss = script_fn(inputs, targets, gamma=gamma, alpha=alpha, reduction=reduction)
else:
with torch.jit.fuser("fuser2"):
# Use fuser2 to prevent a bug on fuser: https://github.com/pytorch/pytorch/issues/75476
# We may remove this condition once the bug is resolved
scripted_focal_loss = script_fn(inputs, targets, gamma=gamma, alpha=alpha, reduction=reduction)
scripted_focal_loss = script_fn(inputs, targets, gamma=gamma, alpha=alpha, reduction=reduction)

tol = 1e-3 if dtype is torch.half else 1e-5
torch.testing.assert_close(focal_loss, scripted_focal_loss, rtol=tol, atol=tol)
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