solve G3 nightly case not found flakiness

Summary: solved facto bug in stack, and only generate one operator once

Differential Revision: D75032734

Author: zonglinpeng

backends/cadence/utils/facto_util.py

@@ -12,12 +12,11 @@
 import torch
 from facto.inputgen.argtuple.gen import ArgumentTupleGenerator
 from facto.inputgen.specs.model import ConstraintProducer as cp
-from facto.inputgen.utils.random_manager import random_manager
 from facto.inputgen.variable.type import ScalarDtype
 from facto.specdb.db import SpecDictDB
+from functools import lru_cache
 
 # seed to generate identical cases every run to reproduce from bisect
-random_manager.seed(1729)
 MAX_CASES = 50
 
 
@@ -103,7 +102,7 @@ def apply_scalar_contraints(op_name: str) -> list[ScalarDtype]:
         case _:
             return [ScalarDtype.float, ScalarDtype.int]
 
-
+@lru_cache(maxsize=None)
 def facto_testcase_gen(op_name: str) -> List[Tuple[List[str], OrderedDict[str, str]]]:
     # minimal example to test add.Tensor using FACTO
     spec = SpecDictDB[op_name]