Fix torch._inductor.aoti_compile_and_package input (#7400)

Summary:

The inputs to `torch._inductor.aoti_compile_and_package` changed in pytorch/pytorch#140991.

The `args` and `kwargs` do not need to be inputed anymore. The API will get them from `exported_program.example_inputs`

Differential Revision: D67436429

Author: yushangdi

.ci/docker/ci_commit_pins/pytorch.txt

@@ -1 +1 @@
-19eff28ff3f19b50da46f5a9ff5f4d4d213806fe
+288aa873831057b1eb7d747914ec4fdc76c23a80

examples/models/llama3_2_vision/text_decoder/test/test_text_decoder.py

@@ -74,8 +74,6 @@ def test_llama3_2_text_decoder_aoti(self) -> None:
         with tempfile.TemporaryDirectory() as tmpdir:
             path = torch._inductor.aoti_compile_and_package(
                 ep,
-                model.get_example_inputs(),
-                kwargs=model.get_example_kwarg_inputs(),
                 package_path=os.path.join(tmpdir, "text_decoder.pt2"),
             )
             encoder_aoti = torch._inductor.aoti_load_package(path)

examples/models/llama3_2_vision/vision_encoder/test/test_vision_encoder.py

@@ -36,7 +36,6 @@ def test_flamingo_vision_encoder(self) -> None:
         with tempfile.TemporaryDirectory() as tmpdir:
             path = torch._inductor.aoti_compile_and_package(
                 ep,
-                model.get_example_inputs(),
                 package_path=os.path.join(tmpdir, "vision_encoder.pt2"),
             )
             print(path)

extension/llm/modules/test/test_position_embeddings.py

@@ -177,7 +177,6 @@ def test_tiled_token_positional_embedding_aoti(self):
         with tempfile.TemporaryDirectory() as tmpdir:
             path = torch._inductor.aoti_compile_and_package(
                 tpe_ep,
-                (self.x, self.aspect_ratio),
                 package_path=os.path.join(tmpdir, "tpe.pt2"),
             )
             tpe_aoti = load_package(path)