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Fix test_grid_sample.py and test_affine_grid.py threshold #6125

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merged 3 commits into from
Sep 1, 2021
Merged

Fix test_grid_sample.py and test_affine_grid.py threshold #6125

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fbdf5a8
Fix test_grid_sample.py and test_affine_grid.py threshold
tingkuanpei Sep 1, 2021
7c07534
Merge branch 'master' into tkpei/threshold
oneflow-ci-bot Sep 1, 2021
0e48915
Merge branch 'master' into tkpei/threshold
oneflow-ci-bot Sep 1, 2021
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10 changes: 5 additions & 5 deletions python/oneflow/test/modules/test_affine_grid.py
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Original file line number Diff line number Diff line change
Expand Up @@ -33,15 +33,15 @@ def test_affine_grid_2d(test_case):
)
groundtruth = np.array([[[[0.0, -3.0], [2.0, 5.0]], [[4.0, 7.0], [6.0, 15.0]]]])
test_case.assertTrue(
np.allclose(output.numpy(), groundtruth, rtol=1e-4, atol=1e-8)
np.allclose(output.numpy(), groundtruth, rtol=1e-3, atol=1e-4)
)

output = flow.nn.functional.affine_grid(
input, flow.Size([1, 1, 2, 2]), align_corners=False
)
groundtruth = np.array([[[[1.5, 1.5], [2.5, 5.5]], [[3.5, 6.5], [4.5, 10.5]]]])
test_case.assertTrue(
np.allclose(output.numpy(), groundtruth, rtol=1e-4, atol=1e-8)
np.allclose(output.numpy(), groundtruth, rtol=1e-3, atol=1e-4)
)

def test_affine_grid_3d(test_case):
Expand All @@ -64,7 +64,7 @@ def test_affine_grid_3d(test_case):
]
)
test_case.assertTrue(
np.allclose(output.numpy(), groundtruth, rtol=1e-4, atol=1e-8)
np.allclose(output.numpy(), groundtruth, rtol=1e-3, atol=1e-4)
)

output = flow.nn.functional.affine_grid(
Expand All @@ -85,10 +85,10 @@ def test_affine_grid_3d(test_case):
]
)
test_case.assertTrue(
np.allclose(output.numpy(), groundtruth, rtol=1e-4, atol=1e-8)
np.allclose(output.numpy(), groundtruth, rtol=1e-3, atol=1e-4)
)

@autotest()
@autotest(rtol=1e-03, atol=1e-04)
def test_flow_affine_grid_2d_with_random_data(test_case):
N = randint(1, 8)
C = randint(1, 8)
Expand Down
6 changes: 3 additions & 3 deletions python/oneflow/test/modules/test_grid_sample.py
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Original file line number Diff line number Diff line change
Expand Up @@ -45,11 +45,11 @@ def test_grid_sample_4d(test_case):
input, grid, mode="nearest", padding_mode="zeros", align_corners=True
)
test_case.assertTrue(
np.allclose(output.numpy(), groundtruth, rtol=1e-4, atol=1e-8)
np.allclose(output.numpy(), groundtruth, rtol=1e-3, atol=1e-4)
)

@unittest.skipIf(os.getenv("ONEFLOW_TEST_CPU_ONLY"), "only test cpu cases")
@autotest()
@autotest(rtol=1e-03, atol=1e-04)
def test_flow_grid_sample_cudnn_with_random_data(test_case):
# cudnn only support 4D input, with mode = 'bilinear' && padding_mode = 'zeros' && align_corners
N = randint(1, 8)
Expand Down Expand Up @@ -78,7 +78,7 @@ def test_flow_grid_sample_cudnn_with_random_data(test_case):
)
return output

@autotest()
@autotest(rtol=1e-03, atol=1e-04)
def test_flow_grid_sample_4d_with_random_data(test_case):
N = randint(1, 8)
C = randint(1, 8)
Expand Down