Remove usages of 'to_edge_with_preserve_ops'

Pull Request resolved: #12471

Replace with to_edge.
ghstack-source-id: 296587498
@exported-using-ghexport

Differential Revision: [D78311705](https://our.internmc.facebook.com/intern/diff/D78311705/)

Author: lucylq

backends/cadence/aot/compiler.py

@@ -34,7 +34,7 @@
 )
 from executorch.exir.passes import ToOutVarPass
 from executorch.exir.passes.sym_shape_eval_pass import HintBasedSymShapeEvalPass
-from executorch.exir.program._program import to_edge_with_preserved_ops
+from executorch.exir.program._program import to_edge
 from torch._inductor.decomposition import remove_decompositions
 
 from torch.export.exported_program import ExportedProgram
@@ -219,9 +219,9 @@ def quantize_pt2(
     torch.ops.aten.angle.default,
     torch.ops.aten.rms_norm.default,
 ]
-TO_EDGE_PRESERVE_OPS: tuple[torch._ops.OpOverload, ...] = (
+TO_EDGE_PRESERVE_OPS: list[torch._ops.OpOverload, ...] = [
     torch.ops.aten.rms_norm.default,
-)
+]
 
 
 def _lower_ep_to_edge(
@@ -233,18 +233,18 @@ def _lower_ep_to_edge(
     """
     Lower an ExportedProgram to an EdgeProgramManager (in edge IR).
     """
-    # Call to_edge_with_preserved_ops to convert the graph to edge IR.
+    # Call to_edge to convert the graph to edge IR.
     # Note: dim_order is skipped (https://github.com/pytorch/executorch/issues/3704)
-    edge_prog_manager = to_edge_with_preserved_ops(
+    edge_prog_manager = to_edge(
         expo_program,
         compile_config=EdgeCompileConfig(
             _skip_dim_order=True,
             # Allow specific non-core aten ops in the IR.
             _core_aten_ops_exception_list=TO_EDGE_OP_EXCEPTION_LIST
             + (core_aten_exceptions or []),
+            _preserve_ops=TO_EDGE_PRESERVE_OPS,
         ),
         constant_methods=constant_methods,
-        preserve_ops=TO_EDGE_PRESERVE_OPS,
     )
 
     if dump_graphs:

examples/apple/coreml/llama/export.py

@@ -27,7 +27,7 @@
 from executorch.exir.passes import MemoryPlanningPass
 from executorch.exir.passes.quant_fusion_pass import QuantFusionPass
 from executorch.exir.passes.sym_shape_eval_pass import ConstraintBasedSymShapeEvalPass
-from executorch.exir.program._program import to_edge_with_preserved_ops
+from executorch.exir.program._program import to_edge
 from executorch.extension.export_util.utils import save_pte_program
 
 
@@ -196,17 +196,17 @@ def main() -> None:
     print("Exported program")
     print(ep)
 
-    edge_manager = to_edge_with_preserved_ops(
+    edge_manager = to_edge(
         ep,
-        preserve_ops=[
-            torch.ops.aten.scaled_dot_product_attention.default,
-            # preserve norm op for numerical stability
-            torch.ops.aten.linalg_vector_norm.default,
-            torch.ops.aten.reciprocal.default,
-        ],
         compile_config=EdgeCompileConfig(
             _check_ir_validity=False,
             _skip_dim_order=True,
+            _preserve_ops=[
+                torch.ops.aten.scaled_dot_product_attention.default,
+                # preserve norm op for numerical stability
+                torch.ops.aten.linalg_vector_norm.default,
+                torch.ops.aten.reciprocal.default,
+            ],
         ),
     )
     print("Edge program")