use torch.testing.assertclose instead to get more details about error in cis (#35659)
* use torch.testing.assertclose instead to get more details about error in cis * fix * style * test_all * revert for I bert * fixes and updates * more image processing fixes * more image processors * fix mamba and co * style * less strick * ok I won't be strict * skip and be done * up
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@@ -845,7 +845,9 @@ class UniSpeechSatModelIntegrationTest(unittest.TestCase):
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)
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# fmt: on
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self.assertTrue(torch.allclose(outputs.last_hidden_state[:, :2, -2:], expected_hidden_states_slice, atol=1e-3))
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torch.testing.assert_close(
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outputs.last_hidden_state[:, :2, -2:], expected_hidden_states_slice, rtol=1e-3, atol=1e-3
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)
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def test_inference_encoder_large(self):
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model = UniSpeechSatModel.from_pretrained("microsoft/unispeech-sat-large")
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@@ -871,7 +873,9 @@ class UniSpeechSatModelIntegrationTest(unittest.TestCase):
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)
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# fmt: on
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self.assertTrue(torch.allclose(outputs.last_hidden_state[:, :2, -2:], expected_hidden_states_slice, atol=1e-3))
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torch.testing.assert_close(
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outputs.last_hidden_state[:, :2, -2:], expected_hidden_states_slice, rtol=1e-3, atol=1e-3
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)
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def test_inference_diarization(self):
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model = UniSpeechSatForAudioFrameClassification.from_pretrained("microsoft/unispeech-sat-base-plus-sd").to(
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@@ -900,7 +904,7 @@ class UniSpeechSatModelIntegrationTest(unittest.TestCase):
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)
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self.assertEqual(labels[0, :, 0].sum(), 270)
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self.assertEqual(labels[0, :, 1].sum(), 647)
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self.assertTrue(torch.allclose(outputs.logits[:, :4], expected_logits, atol=1e-2))
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torch.testing.assert_close(outputs.logits[:, :4], expected_logits, rtol=1e-2, atol=1e-2)
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def test_inference_speaker_verification(self):
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model = UniSpeechSatForXVector.from_pretrained("microsoft/unispeech-sat-base-plus-sv").to(torch_device)
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