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[WiP] Using the TerraTorch registry for Swin #475

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[WiP] Using the TerraTorch registry for Swin #475

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d8aa006
Using the TerraTorch registry for Swin
Joao-L-S-Almeida Mar 5, 2025
1866dde
Updating tests
Joao-L-S-Almeida Mar 5, 2025
127e7a1
Removing these tests
Joao-L-S-Almeida Mar 6, 2025
64cabb5
Merge branch 'main' into registry/swin
Joao-L-S-Almeida Mar 11, 2025
fc48b9c
Merge branch 'registry/swin' of github.com:IBM/terratorch into regist…
Joao-L-S-Almeida Mar 11, 2025
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Removing these tests 
Signed-off-by: Joao Lucas de Sousa Almeida <[email protected]>
@Joao-L-S-Almeida
Joao-L-S-Almeida committed Mar 6, 2025

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Learn about vigilant mode
commit 127e7a1257d94be733cc85fde4e55eb427f26850
38 changes: 19 additions & 19 deletions tests/test_backbones.py
View file
Original file line number Diff line number Diff line change
@@ -35,26 +35,26 @@ def input_386():
return torch.ones((1, NUM_CHANNELS, 386, 386))


@pytest.mark.parametrize("model_name", ["prithvi_swin_B", "prithvi_swin_L", "prithvi_swin_B"])
@pytest.mark.parametrize("test_input", ["input_224", "input_512"])
def test_can_create_backbones_from_timm(model_name, test_input, request):
backbone = timm.create_model(model_name, pretrained=False)
input_tensor = request.getfixturevalue(test_input)
backbone(input_tensor)
gc.collect()

@pytest.mark.parametrize("model_name", ["prithvi_swin_B", "prithvi_swin_L", "prithvi_swin_B"])
@pytest.mark.parametrize("test_input", ["input_224", "input_512"])
def test_can_create_backbones_from_timm_features_only(model_name, test_input, request):
backbone = timm.create_model(model_name, pretrained=False, features_only=True)
input_tensor = request.getfixturevalue(test_input)
backbone(input_tensor)
gc.collect()

@pytest.mark.parametrize("model_name", ["prithvi_swin_L", "prithvi_swin_L", "prithvi_swin_B"])
@pytest.mark.parametrize("prefix", ["", "timm_"])
#@pytest.mark.parametrize("model_name", ["prithvi_swin_B", "prithvi_swin_L", "prithvi_swin_B"])
#@pytest.mark.parametrize("test_input", ["input_224", "input_512"])
#def test_can_create_backbones_from_timm(model_name, test_input, request):
# backbone = timm.create_model(model_name, pretrained=False)
# input_tensor = request.getfixturevalue(test_input)
# backbone(input_tensor)
# gc.collect()

#@pytest.mark.parametrize("model_name", ["prithvi_swin_B", "prithvi_swin_L", "prithvi_swin_B"])
#@pytest.mark.parametrize("test_input", ["input_224", "input_512"])
#def test_can_create_backbones_from_timm_features_only(model_name, test_input, request):
# backbone = timm.create_model(model_name, pretrained=False, features_only=True)
# input_tensor = request.getfixturevalue(test_input)
# backbone(input_tensor)
# gc.collect()

@pytest.mark.parametrize("model_name", ["prithvi_swin_L", "prithvi_swin_B"])
#@pytest.mark.parametrize("prefix", [""])#, "timm_"])
def test_can_create_timm_backbones_from_registry(model_name, input_224, prefix):
backbone = BACKBONE_REGISTRY.build(prefix+model_name, pretrained=False)
backbone = BACKBONE_REGISTRY.build(model_name, pretrained=False)
backbone(input_224)
gc.collect()