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14 changes: 8 additions & 6 deletions tests/test_lazy/test_models.py
Original file line number Diff line number Diff line change
Expand Up @@ -7,21 +7,23 @@
@pytest.mark.skipif(not SUPPORT_LAZY, reason="requires torch >= 1.12.0")
@pytest.mark.parametrize(
"subset",
[COMMON_MODELS]
if IS_FAST_TEST
else ["torchvision", "diffusers", "timm", "transformers", "torchaudio", "deepfm", "dlrm"],
(
[COMMON_MODELS]
if IS_FAST_TEST
else ["torchvision", "diffusers", "timm", "transformers", "torchaudio", "deepfm", "dlrm"]
),
)
@pytest.mark.parametrize("default_device", ["cpu", "cuda"])
def test_torchvision_models_lazy_init(subset, default_device):
def test_models_lazy_init(subset, default_device):
sub_model_zoo = model_zoo.get_sub_registry(subset, allow_empty=True)
for name, entry in sub_model_zoo.items():
# TODO(ver217): lazy init does not support weight norm, skip these models
if name in ("torchaudio_wav2vec2_base", "torchaudio_hubert_base") or name.startswith(
("transformers_vit", "transformers_blip2")
("transformers_vit", "transformers_blip2", "transformers_whisper")
):
continue
check_lazy_init(entry, verbose=True, default_device=default_device)


if __name__ == "__main__":
test_torchvision_models_lazy_init("transformers", "cpu")
test_models_lazy_init("transformers", "cpu")