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For rocm, atol is reduced for gradcheck of oscillator_test to pass wh… #3930

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For rocm, atol is reduced for gradcheck of oscillator_test to pass wh… #3930

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6 changes: 5 additions & 1 deletion test/torchaudio_unittest/prototype/functional/autograd_test_impl.py
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Original file line number Diff line number Diff line change
Expand Up @@ -5,6 +5,7 @@
from parameterized import parameterized
from torch.autograd import gradcheck
from torchaudio_unittest.common_utils import TestBaseMixin
from torch.utils.cpp_extension import ROCM_HOME


class AutogradTestImpl(TestBaseMixin):
Expand All @@ -24,7 +25,10 @@ def test_oscillator_bank(self, sample_rate, shape):
)
amps = torch.linspace(-5, 5, numel, dtype=self.dtype, device=self.device, requires_grad=True).reshape(shape)

assert gradcheck(F.oscillator_bank, (freq, amps, sample_rate))
atol = 1e-05
if ROCM_HOME is not None:
atol = 1e-04
assert gradcheck(F.oscillator_bank, (freq, amps, sample_rate), atol=atol)

def test_extend_pitch(self):
num_frames, num_pitches = 5, 7
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