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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@@ -181,10 +181,7 @@ class ImageProcessingTestMixin:
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encoding_slow = image_processor_slow(dummy_image, return_tensors="pt")
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encoding_fast = image_processor_fast(dummy_image, return_tensors="pt")
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self.assertTrue(torch.allclose(encoding_slow.pixel_values, encoding_fast.pixel_values, atol=1e-1))
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self.assertLessEqual(
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torch.mean(torch.abs(encoding_slow.pixel_values - encoding_fast.pixel_values)).item(), 1e-3
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)
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torch.testing.assert_close(encoding_slow.pixel_values, encoding_fast.pixel_values, rtol=1e-1, atol=1e-2)
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@require_vision
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@require_torch
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@@ -493,7 +490,7 @@ class ImageProcessingTestMixin:
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image_processor = torch.compile(image_processor, mode="reduce-overhead")
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output_compiled = image_processor(input_image, device=torch_device, return_tensors="pt")
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self.assertTrue(torch.allclose(output_eager.pixel_values, output_compiled.pixel_values, atol=1e-4))
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torch.testing.assert_close(output_eager.pixel_values, output_compiled.pixel_values, rtol=1e-4, atol=1e-4)
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class AnnotationFormatTestMixin:
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@@ -549,7 +546,7 @@ class AnnotationFormatTestMixin:
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for idx in range(len(a)):
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_compare(a[idx], b[idx])
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elif isinstance(a, torch.Tensor):
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self.assertTrue(torch.allclose(a, b, atol=1e-3))
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torch.testing.assert_close(a, b, rtol=1e-3, atol=1e-3)
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elif isinstance(a, str):
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self.assertEqual(a, b)
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