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Merged
merged 2 commits into from
Oct 12, 2024
Merged

Update test_models.py #940

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ea54d93
Update test_models.py
brianhou0208 Oct 10, 2024
8df56dd
Update test_models.py
brianhou0208 Oct 12, 2024
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20 changes: 16 additions & 4 deletions tests/test_models.py
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Original file line number Diff line number Diff line change
Expand Up @@ -29,12 +29,11 @@ def get_sample(model_class):
smp.PSPNet,
smp.UnetPlusPlus,
smp.MAnet,
smp.UPerNet,
]:
sample = torch.ones([1, 3, 64, 64])
elif model_class == smp.PAN:
elif model_class == smp.PAN or model_class == smp.UPerNet:
sample = torch.ones([2, 3, 256, 256])
elif model_class == smp.DeepLabV3:
elif model_class == smp.DeepLabV3 or model_class == smp.DeepLabV3Plus:
sample = torch.ones([2, 3, 128, 128])
else:
raise ValueError("Not supported model class {}".format(model_class))
Expand Down Expand Up @@ -102,6 +101,8 @@ def test_forward(model_class, encoder_name, encoder_depth, **kwargs):
smp.UnetPlusPlus,
smp.MAnet,
smp.DeepLabV3,
smp.DeepLabV3Plus,
smp.UPerNet,
],
)
def test_forward_backward(model_class):
Expand All @@ -112,7 +113,18 @@ def test_forward_backward(model_class):

@pytest.mark.parametrize(
"model_class",
[smp.PAN, smp.FPN, smp.PSPNet, smp.Linknet, smp.Unet, smp.UnetPlusPlus, smp.MAnet],
[
smp.PAN,
smp.FPN,
smp.PSPNet,
smp.Linknet,
smp.Unet,
smp.UnetPlusPlus,
smp.MAnet,
smp.DeepLabV3,
smp.DeepLabV3Plus,
smp.UPerNet,
],
)
def test_aux_output(model_class):
model = model_class(
Expand Down