[Pass] Remove metadata_props and doc_string from the model

[titaiwangms]

Fix #2163

[codecov]

❌ 2 Tests Failed:

Tests completed	Failed	Passed	Skipped
2002	2	2000	261

View the top 1 failed test(s) by shortest run time

onnxscript.backend.onnx_export_test.TestOnnxBackEnd::test_export2python_produces_correct_onnx_script_model_0397_test_ai_onnx_ml_tree_ensemble_set_membership

Stack Traces | 0.013s run time

onnxscript/converter.py:460: in _eval_constant_expr
    return eval(cpl, self.globals, locals)  # pylint: disable=eval-used
E   NameError: name 'nan' is not defined

The above exception was the direct cause of the following exception:
..../test_ort_nightly/lib/python3.11.../site-packages/parameterized/parameterized.py:620: in standalone_func
    return func(*(a + p.args), **p.kwargs, **kw)
onnxscript/backend/onnx_export_test.py:271: in test_export2python_produces_correct_onnx_script_model
    functions = extract_functions(backend_test.name, code, self.test_folder)
onnxscript/backend/onnx_export_test.py:137: in extract_functions
    mod = importlib.import_module(import_name)
.../hostedtoolcache/Python/3.11.11.../x64/lib/python3.11/importlib/__init__.py:126: in import_module
    return _bootstrap._gcd_import(name[level:], package, level)
<frozen importlib._bootstrap>:1204: in _gcd_import
    ???
<frozen importlib._bootstrap>:1176: in _find_and_load
    ???
<frozen importlib._bootstrap>:1147: in _find_and_load_unlocked
    ???
<frozen importlib._bootstrap>:690: in _load_unlocked
    ???
..../test_ort_nightly/lib/python3.11.../_pytest/assertion/rewrite.py:185: in exec_module
    exec(co, module.__dict__)
tests/onnx_backend_test_code/test_ai_onnx_ml_tree_ensemble_set_membership.py:9: in <module>
    @script()
onnxscript/main.py:95: in transform
    result = script_check(f_ast, opset, env, src, default_opset=default_opset)
onnxscript/main.py:39: in script_check
    return convert.translate_function_def(f)
onnxscript/converter.py:1452: in translate_function_def
    fn_ir = self._translate_function_def_common(stmt)
onnxscript/converter.py:1439: in _translate_function_def_common
    self._translate_stmt(s, index_of_stmt=i)
onnxscript/converter.py:961: in _translate_stmt
    return self._translate_assign_stmt(node)
onnxscript/converter.py:1048: in _translate_assign_stmt
    assign(lhs, rhs)
onnxscript/converter.py:992: in assign
    t = self._translate_expr(rhs, lhs).name
onnxscript/converter.py:546: in _translate_expr
    r = self._translate_call_expr(node)
onnxscript/converter.py:825: in _translate_call_expr
    attrs = [
onnxscript/converter.py:826: in <listcomp>
    self._translate_attr(x, y, callee.op_schema.attributes[x])
onnxscript/converter.py:510: in _translate_attr
    val = self._eval_constant_expr(expr)
onnxscript/converter.py:462: in _eval_constant_expr
    raise NameError(
E   NameError: ERROR: Missing names, globals contains ['__name__', '__doc__', '__package__', '__loader__', '__spec__', '__file__', '__cached__', '__builtins__', '@py_builtins', '@pytest_ar', 'numpy', 'TensorProto', 'make_tensor', 'script', 'external_tensor', 'Opset', 'FLOAT', 'ai_onnx_ml5'], locals [].
E   at: Function 'bck_test_ai_onnx_ml_tree_ensemble_set_membership', line 3
E       Y = ai_onnx_ml5.TreeEnsemble(X, aggregate_function=1, leaf_targetids=[0, 1, 2, 3], leaf_weights=make_tensor("value", 1, dims=[4], vals=[1.0, 10.0, 1000.0, 100.0]), membership_values=make_tensor("value", 1, dims=[8], vals=[1.2000000476837158, 3.700000047683716, 8.0, 9.0, nan, 12.0, 7.0, nan]), n_targets=4, nodes_falseleafs=[1, 0, 1], nodes_falsenodeids=[2, 2, 3], nodes_featureids=[0, 0, 0], nodes_modes=make_tensor("value", 2, dims=[3], vals=[0, 6, 6]), nodes_splits=make_tensor("value", 1, dims=[3], vals=[11.0, 232344.0, nan]), nodes_trueleafs=[0, 1, 1], nodes_truenodeids=[1, 0, 1], post_transform=0, tree_roots=[0])
E                                                                                                                                                                                             ^

View the full list of 1 ❄️ flaky tests

onnxscript.tools.transformers_models.phi_test.TestExportPhi::test_phi_dort_static

Flake rate in main: 82.70% (Passed 32 times, Failed 153 times)

Stack Traces | 13.8s run time

onnxscript/_internal/version_utils.py:94: in call_f
    return fct(self)
.../tools/transformers_models/phi_test.py:101: in test_phi_dort_static
    results = compiled_model(*input_tensors)
..../test_ort_nightly/lib/python3.11.../nn/modules/module.py:1736: in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
..../test_ort_nightly/lib/python3.11.../nn/modules/module.py:1747: in _call_impl
    return forward_call(*args, **kwargs)
..../test_ort_nightly/lib/python3.11.../torch/_dynamo/eval_frame.py:465: in _fn
    return fn(*args, **kwargs)
..../test_ort_nightly/lib/python3.11.../nn/modules/module.py:1736: in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
..../test_ort_nightly/lib/python3.11.../nn/modules/module.py:1747: in _call_impl
    return forward_call(*args, **kwargs)
.../tools/transformers_models/phi.py:114: in forward
    def forward(self, input_ids, attention_mask):
..../test_ort_nightly/lib/python3.11.../torch/_dynamo/eval_frame.py:632: in _fn
    return fn(*args, **kwargs)
..../test_ort_nightly/lib/python3.11.../torch/_functorch/aot_autograd.py:1100: in forward
    return compiled_fn(full_args)
..../test_ort_nightly/lib/python3.11.../_functorch/_aot_autograd/runtime_wrappers.py:308: in runtime_wrapper
    all_outs = call_func_at_runtime_with_args(
..../test_ort_nightly/lib/python3.11.../_functorch/_aot_autograd/utils.py:124: in call_func_at_runtime_with_args
    out = normalize_as_list(f(args))
..../test_ort_nightly/lib/python3.11.../_functorch/_aot_autograd/utils.py:98: in g
    return f(*args)
..../test_ort_nightly/lib/python3.11.../torch/autograd/function.py:575: in apply
    return super().apply(*args, **kwargs)  # type: ignore[misc]
..../test_ort_nightly/lib/python3.11.../_functorch/_aot_autograd/runtime_wrappers.py:1525: in forward
    fw_outs = call_func_at_runtime_with_args(
..../test_ort_nightly/lib/python3.11.../_functorch/_aot_autograd/utils.py:124: in call_func_at_runtime_with_args
    out = normalize_as_list(f(args))
..../test_ort_nightly/lib/python3.11.../_functorch/_aot_autograd/runtime_wrappers.py:488: in wrapper
    return compiled_fn(runtime_args)
..../test_ort_nightly/lib/python3.11.../_functorch/_aot_autograd/runtime_wrappers.py:667: in inner_fn
    outs = compiled_fn(args)
..../test_ort_nightly/lib/python3.11.../_functorch/_aot_autograd/utils.py:98: in g
    return f(*args)
..../test_ort_nightly/lib/python3.11.../nn/modules/module.py:1736: in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
..../test_ort_nightly/lib/python3.11.../nn/modules/module.py:1747: in _call_impl
    return forward_call(*args, **kwargs)
..../test_ort_nightly/lib/python3.11.../torch/fx/_lazy_graph_module.py:126: in _lazy_forward
    return self(*args, **kwargs)
..../test_ort_nightly/lib/python3.11.../torch/fx/graph_module.py:784: in call_wrapped
    return self._wrapped_call(self, *args, **kwargs)
..../test_ort_nightly/lib/python3.11.../torch/fx/graph_module.py:361: in __call__
    raise e
..../test_ort_nightly/lib/python3.11.../torch/fx/graph_module.py:348: in __call__
    return super(self.cls, obj).__call__(*args, **kwargs)  # type: ignore[misc]
..../test_ort_nightly/lib/python3.11.../nn/modules/module.py:1736: in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
..../test_ort_nightly/lib/python3.11.../nn/modules/module.py:1747: in _call_impl
    return forward_call(*args, **kwargs)
<eval_with_key>.3:5: in forward
    fused_0 = self.fused_0(primals_2, primals_1, primals_3, primals_6, primals_8, primals_10, primals_12, primals_13, primals_14, primals_16, primals_18, primals_22, primals_24, primals_26, primals_28, primals_29, primals_30, primals_32, primals_34, primals_4, primals_5, primals_7, primals_9, primals_11, primals_17, primals_19, primals_15, primals_20, primals_21, primals_23, primals_25, primals_27, primals_33, primals_35, primals_31, primals_36, primals_37);  primals_2 = primals_3 = primals_6 = primals_8 = primals_10 = primals_12 = primals_13 = primals_14 = primals_16 = primals_18 = primals_22 = primals_24 = primals_26 = primals_28 = primals_29 = primals_30 = primals_32 = primals_34 = primals_5 = primals_7 = primals_9 = primals_11 = primals_17 = primals_19 = primals_15 = primals_21 = primals_23 = primals_25 = primals_27 = primals_33 = primals_35 = primals_31 = primals_37 = None
..../test_ort_nightly/lib/python3.11.../torch/fx/graph_module.py:784: in call_wrapped
    return self._wrapped_call(self, *args, **kwargs)
..../test_ort_nightly/lib/python3.11.../onnx/_internal/onnxruntime.py:1070: in _ort_acclerated_call
    onnx_outputs = self.run(
..../test_ort_nightly/lib/python3.11.../onnx/_internal/onnxruntime.py:514: in _run_onnx_session_with_ortvaluevector
    pth_outputs = onnxruntime.training.ortmodule._utils._ortvalues_to_torch_tensor(
E   AttributeError: module 'onnxruntime' has no attribute 'training'

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[justinchuby]

Discussed offline. Changes to the metadata_props in ir.Function lgtm. Thanks!