Include c++ stack traces when we hit constraint violation#155603
Closed
bobrenjc93 wants to merge 3 commits intogh/bobrenjc93/439/basefrom
Closed
Include c++ stack traces when we hit constraint violation#155603bobrenjc93 wants to merge 3 commits intogh/bobrenjc93/439/basefrom
bobrenjc93 wants to merge 3 commits intogh/bobrenjc93/439/basefrom
Conversation
specializations
```
torch.fx.experimental.symbolic_shapes.ConstraintViolationError: Constraints violated (L['x'].size()[0])! For more information, run with TORCH_LOGS="+dynamic".
- You marked L['x'].size()[0] as dynamic but your code specialized it to be a constant (5). Either remove the mark_dynamic or use a less strict API such as maybe_mark_dynamic or Dim.AUTO.
Framework C++ stack:
File "??", line 0, in _start
File "", line 0, in __libc_start_main_alias_2
File "??", line 0, in __libc_start_call_main
File "/usr/local/src/conda/python-3.10.16/Modules/main.c", line 1094, in Py_BytesMain
File "/usr/local/src/conda/python-3.10.16/Modules/main.c", line 357, in pymain_run_file_obj
File "/usr/local/src/conda/python-3.10.16/Python/pythonrun.c", line 90, in _PyRun_AnyFileObject
File "/usr/local/src/conda/python-3.10.16/Python/pythonrun.c", line 456, in _PyRun_SimpleFileObject
File "/usr/local/src/conda/python-3.10.16/Python/pythonrun.c", line 1208, in pyrun_file
File "/usr/local/src/conda/python-3.10.16/Python/pythonrun.c", line 1312, in run_mod
File "/usr/local/src/conda/python-3.10.16/Python/pythonrun.c", line 1291, in run_eval_code_obj
File "/usr/local/src/conda/python-3.10.16/Python/ceval.c", line 1134, in PyEval_EvalCode
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/scratch/repro.py", line 9, in <module>
foo(x)
File "/usr/local/src/conda/python-3.10.16/Python/ceval.c", line 5945, in do_call_core
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/eval_frame.py", line 699, in compile_wrapper
return fn(*args, **kwargs)
File "offloadstuff.c", line 0, in dynamo__custom_eval_frame
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 305, in _PyObject_Call
File "/usr/local/src/conda/python-3.10.16/Objects/typeobject.c", line 7494, in slot_tp_call
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 431, in _PyObject_Call_Prepend
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/convert_frame.py", line 1469, in __call__
return self._torchdynamo_orig_callable(
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 112, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 215, in _PyObject_MakeTpCall
File "/usr/local/src/conda/python-3.10.16/Objects/typeobject.c", line 7494, in slot_tp_call
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 431, in _PyObject_Call_Prepend
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 153, in _PyObject_FastCallDictTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/convert_frame.py", line 1248, in __call__
result = self._inner_convert(
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 112, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 215, in _PyObject_MakeTpCall
File "/usr/local/src/conda/python-3.10.16/Objects/typeobject.c", line 7494, in slot_tp_call
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 431, in _PyObject_Call_Prepend
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 153, in _PyObject_FastCallDictTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/convert_frame.py", line 625, in __call__
return _compile(
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/convert_frame.py", line 1092, in _compile
guarded_code = compile_inner(code, one_graph, hooks, transform)
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_utils_internal.py", line 97, in wrapper_function
return function(*args, **kwargs)
File "/usr/local/src/conda/python-3.10.16/Python/ceval.c", line 5945, in do_call_core
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/convert_frame.py", line 779, in compile_inner
return _compile_inner(code, one_graph, hooks, transform)
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/convert_frame.py", line 928, in _compile_inner
check_fn = CheckFunctionManager(
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 112, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Objects/typeobject.c", line 1135, in type_call
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 431, in _PyObject_Call_Prepend
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/guards.py", line 2767, in __init__
builder, guard_manager = self.build_guards(
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/guards.py", line 3017, in build_guards
guard.create(builder)
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_guards.py", line 360, in create
return self.create_fn(builder, self)
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/guards.py", line 2087, in SHAPE_ENV
python_code_parts, verbose_code_parts = _get_code_parts(
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/guards.py", line 2061, in _get_code_parts
return output_graph.shape_env.produce_guards_verbose(
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/fx/experimental/symbolic_shapes.py", line 5531, in produce_guards_verbose
track_symint(property_source, ss, constraint_size[i])
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/fx/experimental/symbolic_shapes.py", line 5432, in track_symint
cpp_stack = CapturedTraceback.extract(cpp=True)
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/utils/_traceback.py", line 207, in extract
torch._C._profiler.gather_traceback(python=True, script=script, cpp=cpp),
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 112, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 215, in _PyObject_MakeTpCall
File "/usr/local/src/conda/python-3.10.16/Objects/methodobject.c", line 543, in cfunction_call
File "offloadstuff.c", line 0, in pybind11::cpp_function::dispatcher(_object*, _object*, _object*)
File "offloadstuff.c", line 0, in pybind11::cpp_function::initialize<std::shared_ptr<torch::CapturedTraceback> (*&)(bool, bool, bool), std::shared_ptr<torch::CapturedTraceback>, bool, bool, bool, pybind11::name, pybind11::scope, pybind11::sibling, pybind11::arg_v, pybind11::arg_v, pybind11::arg_v>(std::shared_ptr<torch::CapturedTraceback> (*&)(bool, bool, bool), std::shared_ptr<torch::CapturedTraceback> (*)(bool, bool, bool), pybind11::name const&, pybind11::scope const&, pybind11::sibling const&, pybind11::arg_v const&, pybind11::arg_v const&, pybind11::arg_v const&)::{lambda(pybind11::detail::function_call&)#3}::_FUN(pybind11::detail::function_call&)
File "??", line 0, in torch::CapturedTraceback::gather(bool, bool, bool)
File "??", line 0, in torch::unwind::unwind()
User stack:
File "/home/bobren/local/a/pytorch/scratch/repro.py", line 5, in foo
return torch.randn(5) * x
```
[ghstack-poisoned]
🔗 Helpful Links🧪 See artifacts and rendered test results at hud.pytorch.org/pr/155603
Note: Links to docs will display an error until the docs builds have been completed. ✅ No FailuresAs of commit 0848764 with merge base ef1d45b ( This comment was automatically generated by Dr. CI and updates every 15 minutes. |
zou3519
approved these changes
Jun 10, 2025
Contributor
zou3519
left a comment
There was a problem hiding this comment.
It is not clear to me that the C++ traceback in your example is useful :P but in my case I hope it would show the fbgemm symbols. Also to check, does this need debug symbols to be on?
Contributor
Author
|
Yeah in this case the specialization isn't actually in c++ but if it was, you would see the symbol. With DEBUG=1 you wouldn't get the ??s, but in practice very few people would do this. If you could patch this in and make sure you see the symbol for our repro, that'd be great. |
Contributor
Author
|
@pytorchbot merge |
Collaborator
Merge startedYour change will be merged once all checks pass (ETA 0-4 Hours). Learn more about merging in the wiki. Questions? Feedback? Please reach out to the PyTorch DevX Team |
Contributor
|
@bobrenjc93 here's a script that does a shape specialization in C++: https://gist.github.com/zou3519/5993bc9234fa47750e761382f6f259a5 The corresponding output with this PR is below. I don't see a https://www.internalfb.com/phabricator/paste/view/P1837285411 |
Collaborator
|
The merge job was canceled or timed out. This most often happen if two merge requests were issued for the same PR, or if merge job was waiting for more than 6 hours for tests to finish. In later case, please do not hesitate to reissue the merge command |
Example new error message
```
torch.fx.experimental.symbolic_shapes.ConstraintViolationError: Constraints violated (L['x'].size()[0])! For more information, run with TORCH_LOGS="+dynamic".
- You marked L['x'].size()[0] as dynamic but your code specialized it to be a constant (5). Either remove the mark_dynamic or use a less strict API such as maybe_mark_dynamic or Dim.AUTO.
Framework stack:
File "??", line 0, in _start
File "", line 0, in __libc_start_main_alias_2
File "??", line 0, in __libc_start_call_main
File "/usr/local/src/conda/python-3.10.16/Modules/main.c", line 1094, in Py_BytesMain
File "/usr/local/src/conda/python-3.10.16/Modules/main.c", line 357, in pymain_run_file_obj
File "/usr/local/src/conda/python-3.10.16/Python/pythonrun.c", line 90, in _PyRun_AnyFileObject
File "/usr/local/src/conda/python-3.10.16/Python/pythonrun.c", line 456, in _PyRun_SimpleFileObject
File "/usr/local/src/conda/python-3.10.16/Python/pythonrun.c", line 1208, in pyrun_file
File "/usr/local/src/conda/python-3.10.16/Python/pythonrun.c", line 1312, in run_mod
File "/usr/local/src/conda/python-3.10.16/Python/pythonrun.c", line 1291, in run_eval_code_obj
File "/usr/local/src/conda/python-3.10.16/Python/ceval.c", line 1134, in PyEval_EvalCode
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/scratch/repro.py", line 9, in <module>
foo(x)
File "/usr/local/src/conda/python-3.10.16/Python/ceval.c", line 5945, in do_call_core
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/eval_frame.py", line 699, in compile_wrapper
return fn(*args, **kwargs)
File "offloadstuff.c", line 0, in dynamo__custom_eval_frame
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 305, in _PyObject_Call
File "/usr/local/src/conda/python-3.10.16/Objects/typeobject.c", line 7494, in slot_tp_call
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 431, in _PyObject_Call_Prepend
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/convert_frame.py", line 1469, in __call__
return self._torchdynamo_orig_callable(
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 112, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 215, in _PyObject_MakeTpCall
File "/usr/local/src/conda/python-3.10.16/Objects/typeobject.c", line 7494, in slot_tp_call
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 431, in _PyObject_Call_Prepend
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 153, in _PyObject_FastCallDictTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/convert_frame.py", line 1248, in __call__
result = self._inner_convert(
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 112, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 215, in _PyObject_MakeTpCall
File "/usr/local/src/conda/python-3.10.16/Objects/typeobject.c", line 7494, in slot_tp_call
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 431, in _PyObject_Call_Prepend
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 153, in _PyObject_FastCallDictTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/convert_frame.py", line 625, in __call__
return _compile(
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/convert_frame.py", line 1092, in _compile
guarded_code = compile_inner(code, one_graph, hooks, transform)
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_utils_internal.py", line 97, in wrapper_function
return function(*args, **kwargs)
File "/usr/local/src/conda/python-3.10.16/Python/ceval.c", line 5945, in do_call_core
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/convert_frame.py", line 779, in compile_inner
return _compile_inner(code, one_graph, hooks, transform)
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/convert_frame.py", line 818, in _compile_inner
out_code = transform_code_object(code, transform)
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/bytecode_transformation.py", line 1424, in transform_code_object
transformations(instructions, code_options)
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/convert_frame.py", line 265, in _fn
return fn(*args, **kwargs)
File "/usr/local/src/conda/python-3.10.16/Python/ceval.c", line 5945, in do_call_core
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/convert_frame.py", line 743, in transform
tracer.run()
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/symbolic_convert.py", line 3531, in run
super().run()
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/symbolic_convert.py", line 1359, in run
while self.step():
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/symbolic_convert.py", line 1263, in step
self.dispatch_table[inst.opcode](self, inst)
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/symbolic_convert.py", line 422, in impl
self.push(fn_var.call_function(self, self.popn(nargs), {}))
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/variables/builtin.py", line 1160, in call_function
return handler(tx, args, kwargs)
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/variables/builtin.py", line 792, in <lambda>
return lambda tx, args, kwargs: obj.call_function(
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/variables/builtin.py", line 1160, in call_function
return handler(tx, args, kwargs)
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/variables/builtin.py", line 1120, in _handle_insert_op_in_graph
return wrap_fx_proxy(tx, proxy)
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/variables/builder.py", line 2500, in wrap_fx_proxy
return wrap_fx_proxy_cls(target_cls=TensorVariable, **kwargs)
File "/usr/local/src/conda/python-3.10.16/Python/ceval.c", line 5945, in do_call_core
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 267, in PyVectorcall_Call
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/variables/builder.py", line 2566, in wrap_fx_proxy_cls
return _wrap_fx_proxy(
File "/usr/local/src/conda/python-3.10.16/Python/ceval.c", line 5945, in do_call_core
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/variables/builder.py", line 2664, in _wrap_fx_proxy
example_value = get_fake_value(proxy.node, tx, allow_non_graph_fake=True)
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/utils.py", line 3205, in get_fake_value
ret_val = wrap_fake_exception(
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/utils.py", line 2705, in wrap_fake_exception
return fn()
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/utils.py", line 3206, in <lambda>
lambda: run_node(tx.output, node, args, kwargs, nnmodule)
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/utils.py", line 3373, in run_node
return node.target(*args, **kwargs)
File "/usr/local/src/conda/python-3.10.16/Python/ceval.c", line 5917, in do_call_core
File "/usr/local/src/conda/python-3.10.16/Objects/methodobject.c", line 430, in cfunction_vectorcall_FASTCALL
File "/usr/local/src/conda/python-3.10.16/Objects/abstract.c", line 891, in binary_op1
File "/usr/local/src/conda/python-3.10.16/Objects/typeobject.c", line 7284, in slot_nb_multiply
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Objects/descrobject.c", line 344, in method_vectorcall_VARARGS_KEYWORDS
File "python_variable_methods.cpp", line 0, in _object* torch::autograd::TypeError_to_NotImplemented_<&torch::autograd::THPVariable_mul>(_object*, _object*, _object*)
File "python_variable_methods.cpp", line 0, in torch::autograd::THPVariable_mul(_object*, _object*, _object*)
File "??", line 0, in at::_ops::mul_Tensor::call(at::Tensor const&, at::Tensor const&)
File "offloadstuff.c", line 0, in c10::impl::BoxedKernelWrapper<at::Tensor (at::Tensor const&, at::Tensor const&), void>::call(c10::BoxedKernel const&, c10::OperatorHandle const&, c10::DispatchKeySet, at::Tensor const&, at::Tensor const&)
File "PyInterpreter.cpp", line 0, in torch::detail::(anonymous namespace)::ConcretePyInterpreterVTable::python_dispatcher(c10::OperatorHandle const&, c10::DispatchKeySet, std::vector<c10::IValue, std::allocator<c10::IValue> >*) const
File "offloadstuff.c", line 0, in c10::OperatorHandle::callBoxedForDispatchKey(c10::DispatchKey, std::vector<c10::IValue, std::allocator<c10::IValue> >&) const
File "PythonFallbackKernel.cpp", line 0, in void c10::BoxedKernel::make_boxed_function<&(anonymous namespace)::pythonTLSSnapshotFallback>(c10::OperatorKernel*, c10::OperatorHandle const&, c10::DispatchKeySet, std::vector<c10::IValue, std::allocator<c10::IValue> >*)
File "PyInterpreter.cpp", line 0, in torch::detail::(anonymous namespace)::ConcretePyInterpreterVTable::python_dispatcher(c10::OperatorHandle const&, c10::DispatchKeySet, std::vector<c10::IValue, std::allocator<c10::IValue> >*) const
File "offloadstuff.c", line 0, in c10::OperatorHandle::callBoxedForDispatchKey(c10::DispatchKey, std::vector<c10::IValue, std::allocator<c10::IValue> >&) const
File "VariableType_0.cpp", line 0, in c10::impl::make_boxed_from_unboxed_functor<c10::impl::detail::WrapFunctionIntoFunctor_<c10::CompileTimeFunctionPointer<at::Tensor (c10::DispatchKeySet, at::Tensor const&, at::Tensor const&), &torch::autograd::VariableType::(anonymous namespace)::mul_Tensor>, at::Tensor, c10::guts::typelist::typelist<c10::DispatchKeySet, at::Tensor const&, at::Tensor const&> >, false>::call(c10::OperatorKernel*, c10::OperatorHandle const&, c10::DispatchKeySet, std::vector<c10::IValue, std::allocator<c10::IValue> >*)
File "VariableType_0.cpp", line 0, in torch::autograd::VariableType::(anonymous namespace)::mul_Tensor(c10::DispatchKeySet, at::Tensor const&, at::Tensor const&)
File "??", line 0, in at::_ops::mul_Tensor::redispatch(c10::DispatchKeySet, at::Tensor const&, at::Tensor const&)
File "offloadstuff.c", line 0, in c10::impl::BoxedKernelWrapper<at::Tensor (at::Tensor const&, at::Tensor const&), void>::call(c10::BoxedKernel const&, c10::OperatorHandle const&, c10::DispatchKeySet, at::Tensor const&, at::Tensor const&)
File "PyInterpreter.cpp", line 0, in torch::detail::(anonymous namespace)::ConcretePyInterpreterVTable::python_dispatcher(c10::OperatorHandle const&, c10::DispatchKeySet, std::vector<c10::IValue, std::allocator<c10::IValue> >*) const
File "offloadstuff.c", line 0, in c10::OperatorHandle::callBoxedForDispatchKey(c10::DispatchKey, std::vector<c10::IValue, std::allocator<c10::IValue> >&) const
File "PythonFallbackKernel.cpp", line 0, in (anonymous namespace)::pythonFallback(c10::OperatorHandle const&, c10::DispatchKeySet, std::vector<c10::IValue, std::allocator<c10::IValue> >*)
File "PyInterpreter.cpp", line 0, in torch::detail::(anonymous namespace)::ConcretePyInterpreterVTable::dispatch(c10::OperatorHandle const&, std::vector<c10::IValue, std::allocator<c10::IValue> >*) const
File "??", line 0, in torch::handle_torch_function_no_python_arg_parser(c10::ArrayRef<_object*>, _object*, _object*, char const*, _object*, char const*, torch::TorchFunctionName)
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 577, in PyObject_CallMethod
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/utils/_stats.py", line 27, in wrapper
return fn(*args, **kwargs)
File "/usr/local/src/conda/python-3.10.16/Python/ceval.c", line 5945, in do_call_core
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_subclasses/fake_tensor.py", line 1346, in __torch_dispatch__
return self.dispatch(func, types, args, kwargs)
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_subclasses/fake_tensor.py", line 2029, in dispatch
return self._cached_dispatch_impl(func, types, args, kwargs)
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_subclasses/fake_tensor.py", line 1442, in _cached_dispatch_impl
return self._dispatch_impl(func, types, args, kwargs)
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_subclasses/fake_tensor.py", line 2552, in _dispatch_impl
return maybe_propagate_real_tensors(fast_impl(self, *args, **kwargs))
File "/usr/local/src/conda/python-3.10.16/Python/ceval.c", line 5945, in do_call_core
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_subclasses/fake_impls.py", line 956, in fast_binary_impl
final_shape = infer_size(final_shape, shape)
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_subclasses/fake_impls.py", line 916, in infer_size
torch._check(
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/__init__.py", line 1669, in _check
_check_with(RuntimeError, cond, message)
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/__init__.py", line 1632, in _check_with
if expect_true(cond):
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/fx/experimental/symbolic_shapes.py", line 1686, in expect_true
return a.node.expect_true(
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/fx/experimental/sym_node.py", line 552, in expect_true
return self.guard_bool(file, line)
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/fx/experimental/sym_node.py", line 536, in guard_bool
r = self.evaluate()
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/fx/experimental/sym_node.py", line 510, in evaluate
return self.shape_env.evaluate_sym_node(self, size_oblivious)
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/fx/experimental/symbolic_shapes.py", line 7113, in evaluate_sym_node
return self.evaluate_expr(
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 112, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 215, in _PyObject_MakeTpCall
File "/usr/local/src/conda/python-3.10.16/Modules/_functoolsmodule.c", line 1020, in bounded_lru_cache_wrapper
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 267, in PyVectorcall_Call
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/fx/experimental/recording.py", line 272, in wrapper
return retlog(fn(*args, **kwargs))
File "/usr/local/src/conda/python-3.10.16/Python/ceval.c", line 5945, in do_call_core
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 267, in PyVectorcall_Call
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/fx/experimental/symbolic_shapes.py", line 7215, in evaluate_expr
return self._inner_evaluate_expr(
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 112, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 215, in _PyObject_MakeTpCall
File "/usr/local/src/conda/python-3.10.16/Modules/_functoolsmodule.c", line 1020, in bounded_lru_cache_wrapper
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/fx/experimental/recording.py", line 272, in wrapper
return retlog(fn(*args, **kwargs))
File "/usr/local/src/conda/python-3.10.16/Python/ceval.c", line 5945, in do_call_core
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/fx/experimental/symbolic_shapes.py", line 7238, in _inner_evaluate_expr
return self._evaluate_expr(
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/fx/experimental/symbolic_shapes.py", line 7505, in _evaluate_expr
self._maybe_guard_rel(g)
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 112, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 215, in _PyObject_MakeTpCall
File "/usr/local/src/conda/python-3.10.16/Modules/_functoolsmodule.c", line 1020, in bounded_lru_cache_wrapper
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/fx/experimental/symbolic_shapes.py", line 6758, in _maybe_guard_rel
self._refine_ranges(expr)
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/fx/experimental/symbolic_shapes.py", line 7709, in _refine_ranges
self._set_replacement(
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/fx/experimental/symbolic_shapes.py", line 6667, in _set_replacement
self.framework_specialization_stacks[source] = CapturedTraceback.extract(cpp=True)
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/utils/_traceback.py", line 207, in extract
torch._C._profiler.gather_traceback(python=True, script=script, cpp=cpp),
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 112, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 215, in _PyObject_MakeTpCall
File "/usr/local/src/conda/python-3.10.16/Objects/methodobject.c", line 543, in cfunction_call
File "offloadstuff.c", line 0, in pybind11::cpp_function::dispatcher(_object*, _object*, _object*)
File "offloadstuff.c", line 0, in pybind11::cpp_function::initialize<std::shared_ptr<torch::CapturedTraceback> (*&)(bool, bool, bool), std::shared_ptr<torch::CapturedTraceback>, bool, bool, bool, pybind11::name, pybind11::scope, pybind11::sibling, pybind11::arg_v, pybind11::arg_v, pybind11::arg_v>(std::shared_ptr<torch::CapturedTraceback> (*&)(bool, bool, bool), std::shared_ptr<torch::CapturedTraceback> (*)(bool, bool, bool), pybind11::name const&, pybind11::scope const&, pybind11::sibling const&, pybind11::arg_v const&, pybind11::arg_v const&, pybind11::arg_v const&)::{lambda(pybind11::detail::function_call&)#3}::_FUN(pybind11::detail::function_call&)
File "??", line 0, in torch::CapturedTraceback::gather(bool, bool, bool)
File "??", line 0, in torch::unwind::unwind()
User stack:
File "/home/bobren/local/a/pytorch/scratch/repro.py", line 5, in foo
return torch.randn(5) * x
```
cc ezyang SherlockNoMad EikanWang jgong5 wenzhe-nrv
[ghstack-poisoned]
Example new error message
```
torch.fx.experimental.symbolic_shapes.ConstraintViolationError: Constraints violated (L['x'].size()[0])! For more information, run with TORCH_LOGS="+dynamic".
- You marked L['x'].size()[0] as dynamic but your code specialized it to be a constant (5). Either remove the mark_dynamic or use a less strict API such as maybe_mark_dynamic or Dim.AUTO.
Framework stack:
File "??", line 0, in _start
File "", line 0, in __libc_start_main_alias_2
File "??", line 0, in __libc_start_call_main
File "/usr/local/src/conda/python-3.10.16/Modules/main.c", line 1094, in Py_BytesMain
File "/usr/local/src/conda/python-3.10.16/Modules/main.c", line 357, in pymain_run_file_obj
File "/usr/local/src/conda/python-3.10.16/Python/pythonrun.c", line 90, in _PyRun_AnyFileObject
File "/usr/local/src/conda/python-3.10.16/Python/pythonrun.c", line 456, in _PyRun_SimpleFileObject
File "/usr/local/src/conda/python-3.10.16/Python/pythonrun.c", line 1208, in pyrun_file
File "/usr/local/src/conda/python-3.10.16/Python/pythonrun.c", line 1312, in run_mod
File "/usr/local/src/conda/python-3.10.16/Python/pythonrun.c", line 1291, in run_eval_code_obj
File "/usr/local/src/conda/python-3.10.16/Python/ceval.c", line 1134, in PyEval_EvalCode
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/scratch/repro.py", line 9, in <module>
foo(x)
File "/usr/local/src/conda/python-3.10.16/Python/ceval.c", line 5945, in do_call_core
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/eval_frame.py", line 699, in compile_wrapper
return fn(*args, **kwargs)
File "offloadstuff.c", line 0, in dynamo__custom_eval_frame
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 305, in _PyObject_Call
File "/usr/local/src/conda/python-3.10.16/Objects/typeobject.c", line 7494, in slot_tp_call
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 431, in _PyObject_Call_Prepend
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/convert_frame.py", line 1469, in __call__
return self._torchdynamo_orig_callable(
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 112, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 215, in _PyObject_MakeTpCall
File "/usr/local/src/conda/python-3.10.16/Objects/typeobject.c", line 7494, in slot_tp_call
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 431, in _PyObject_Call_Prepend
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 153, in _PyObject_FastCallDictTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/convert_frame.py", line 1248, in __call__
result = self._inner_convert(
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 112, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 215, in _PyObject_MakeTpCall
File "/usr/local/src/conda/python-3.10.16/Objects/typeobject.c", line 7494, in slot_tp_call
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 431, in _PyObject_Call_Prepend
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 153, in _PyObject_FastCallDictTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/convert_frame.py", line 625, in __call__
return _compile(
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/convert_frame.py", line 1092, in _compile
guarded_code = compile_inner(code, one_graph, hooks, transform)
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_utils_internal.py", line 97, in wrapper_function
return function(*args, **kwargs)
File "/usr/local/src/conda/python-3.10.16/Python/ceval.c", line 5945, in do_call_core
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/convert_frame.py", line 779, in compile_inner
return _compile_inner(code, one_graph, hooks, transform)
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/convert_frame.py", line 818, in _compile_inner
out_code = transform_code_object(code, transform)
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/bytecode_transformation.py", line 1424, in transform_code_object
transformations(instructions, code_options)
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/convert_frame.py", line 265, in _fn
return fn(*args, **kwargs)
File "/usr/local/src/conda/python-3.10.16/Python/ceval.c", line 5945, in do_call_core
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/convert_frame.py", line 743, in transform
tracer.run()
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/symbolic_convert.py", line 3531, in run
super().run()
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/symbolic_convert.py", line 1359, in run
while self.step():
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/symbolic_convert.py", line 1263, in step
self.dispatch_table[inst.opcode](self, inst)
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/symbolic_convert.py", line 422, in impl
self.push(fn_var.call_function(self, self.popn(nargs), {}))
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/variables/builtin.py", line 1160, in call_function
return handler(tx, args, kwargs)
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/variables/builtin.py", line 792, in <lambda>
return lambda tx, args, kwargs: obj.call_function(
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/variables/builtin.py", line 1160, in call_function
return handler(tx, args, kwargs)
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/variables/builtin.py", line 1120, in _handle_insert_op_in_graph
return wrap_fx_proxy(tx, proxy)
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/variables/builder.py", line 2500, in wrap_fx_proxy
return wrap_fx_proxy_cls(target_cls=TensorVariable, **kwargs)
File "/usr/local/src/conda/python-3.10.16/Python/ceval.c", line 5945, in do_call_core
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 267, in PyVectorcall_Call
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/variables/builder.py", line 2566, in wrap_fx_proxy_cls
return _wrap_fx_proxy(
File "/usr/local/src/conda/python-3.10.16/Python/ceval.c", line 5945, in do_call_core
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/variables/builder.py", line 2664, in _wrap_fx_proxy
example_value = get_fake_value(proxy.node, tx, allow_non_graph_fake=True)
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/utils.py", line 3205, in get_fake_value
ret_val = wrap_fake_exception(
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/utils.py", line 2705, in wrap_fake_exception
return fn()
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/utils.py", line 3206, in <lambda>
lambda: run_node(tx.output, node, args, kwargs, nnmodule)
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/utils.py", line 3373, in run_node
return node.target(*args, **kwargs)
File "/usr/local/src/conda/python-3.10.16/Python/ceval.c", line 5917, in do_call_core
File "/usr/local/src/conda/python-3.10.16/Objects/methodobject.c", line 430, in cfunction_vectorcall_FASTCALL
File "/usr/local/src/conda/python-3.10.16/Objects/abstract.c", line 891, in binary_op1
File "/usr/local/src/conda/python-3.10.16/Objects/typeobject.c", line 7284, in slot_nb_multiply
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Objects/descrobject.c", line 344, in method_vectorcall_VARARGS_KEYWORDS
File "python_variable_methods.cpp", line 0, in _object* torch::autograd::TypeError_to_NotImplemented_<&torch::autograd::THPVariable_mul>(_object*, _object*, _object*)
File "python_variable_methods.cpp", line 0, in torch::autograd::THPVariable_mul(_object*, _object*, _object*)
File "??", line 0, in at::_ops::mul_Tensor::call(at::Tensor const&, at::Tensor const&)
File "offloadstuff.c", line 0, in c10::impl::BoxedKernelWrapper<at::Tensor (at::Tensor const&, at::Tensor const&), void>::call(c10::BoxedKernel const&, c10::OperatorHandle const&, c10::DispatchKeySet, at::Tensor const&, at::Tensor const&)
File "PyInterpreter.cpp", line 0, in torch::detail::(anonymous namespace)::ConcretePyInterpreterVTable::python_dispatcher(c10::OperatorHandle const&, c10::DispatchKeySet, std::vector<c10::IValue, std::allocator<c10::IValue> >*) const
File "offloadstuff.c", line 0, in c10::OperatorHandle::callBoxedForDispatchKey(c10::DispatchKey, std::vector<c10::IValue, std::allocator<c10::IValue> >&) const
File "PythonFallbackKernel.cpp", line 0, in void c10::BoxedKernel::make_boxed_function<&(anonymous namespace)::pythonTLSSnapshotFallback>(c10::OperatorKernel*, c10::OperatorHandle const&, c10::DispatchKeySet, std::vector<c10::IValue, std::allocator<c10::IValue> >*)
File "PyInterpreter.cpp", line 0, in torch::detail::(anonymous namespace)::ConcretePyInterpreterVTable::python_dispatcher(c10::OperatorHandle const&, c10::DispatchKeySet, std::vector<c10::IValue, std::allocator<c10::IValue> >*) const
File "offloadstuff.c", line 0, in c10::OperatorHandle::callBoxedForDispatchKey(c10::DispatchKey, std::vector<c10::IValue, std::allocator<c10::IValue> >&) const
File "VariableType_0.cpp", line 0, in c10::impl::make_boxed_from_unboxed_functor<c10::impl::detail::WrapFunctionIntoFunctor_<c10::CompileTimeFunctionPointer<at::Tensor (c10::DispatchKeySet, at::Tensor const&, at::Tensor const&), &torch::autograd::VariableType::(anonymous namespace)::mul_Tensor>, at::Tensor, c10::guts::typelist::typelist<c10::DispatchKeySet, at::Tensor const&, at::Tensor const&> >, false>::call(c10::OperatorKernel*, c10::OperatorHandle const&, c10::DispatchKeySet, std::vector<c10::IValue, std::allocator<c10::IValue> >*)
File "VariableType_0.cpp", line 0, in torch::autograd::VariableType::(anonymous namespace)::mul_Tensor(c10::DispatchKeySet, at::Tensor const&, at::Tensor const&)
File "??", line 0, in at::_ops::mul_Tensor::redispatch(c10::DispatchKeySet, at::Tensor const&, at::Tensor const&)
File "offloadstuff.c", line 0, in c10::impl::BoxedKernelWrapper<at::Tensor (at::Tensor const&, at::Tensor const&), void>::call(c10::BoxedKernel const&, c10::OperatorHandle const&, c10::DispatchKeySet, at::Tensor const&, at::Tensor const&)
File "PyInterpreter.cpp", line 0, in torch::detail::(anonymous namespace)::ConcretePyInterpreterVTable::python_dispatcher(c10::OperatorHandle const&, c10::DispatchKeySet, std::vector<c10::IValue, std::allocator<c10::IValue> >*) const
File "offloadstuff.c", line 0, in c10::OperatorHandle::callBoxedForDispatchKey(c10::DispatchKey, std::vector<c10::IValue, std::allocator<c10::IValue> >&) const
File "PythonFallbackKernel.cpp", line 0, in (anonymous namespace)::pythonFallback(c10::OperatorHandle const&, c10::DispatchKeySet, std::vector<c10::IValue, std::allocator<c10::IValue> >*)
File "PyInterpreter.cpp", line 0, in torch::detail::(anonymous namespace)::ConcretePyInterpreterVTable::dispatch(c10::OperatorHandle const&, std::vector<c10::IValue, std::allocator<c10::IValue> >*) const
File "??", line 0, in torch::handle_torch_function_no_python_arg_parser(c10::ArrayRef<_object*>, _object*, _object*, char const*, _object*, char const*, torch::TorchFunctionName)
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 577, in PyObject_CallMethod
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/utils/_stats.py", line 27, in wrapper
return fn(*args, **kwargs)
File "/usr/local/src/conda/python-3.10.16/Python/ceval.c", line 5945, in do_call_core
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_subclasses/fake_tensor.py", line 1346, in __torch_dispatch__
return self.dispatch(func, types, args, kwargs)
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_subclasses/fake_tensor.py", line 2029, in dispatch
return self._cached_dispatch_impl(func, types, args, kwargs)
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_subclasses/fake_tensor.py", line 1442, in _cached_dispatch_impl
return self._dispatch_impl(func, types, args, kwargs)
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_subclasses/fake_tensor.py", line 2552, in _dispatch_impl
return maybe_propagate_real_tensors(fast_impl(self, *args, **kwargs))
File "/usr/local/src/conda/python-3.10.16/Python/ceval.c", line 5945, in do_call_core
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_subclasses/fake_impls.py", line 956, in fast_binary_impl
final_shape = infer_size(final_shape, shape)
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_subclasses/fake_impls.py", line 916, in infer_size
torch._check(
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/__init__.py", line 1669, in _check
_check_with(RuntimeError, cond, message)
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/__init__.py", line 1632, in _check_with
if expect_true(cond):
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/fx/experimental/symbolic_shapes.py", line 1686, in expect_true
return a.node.expect_true(
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/fx/experimental/sym_node.py", line 552, in expect_true
return self.guard_bool(file, line)
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/fx/experimental/sym_node.py", line 536, in guard_bool
r = self.evaluate()
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/fx/experimental/sym_node.py", line 510, in evaluate
return self.shape_env.evaluate_sym_node(self, size_oblivious)
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/fx/experimental/symbolic_shapes.py", line 7113, in evaluate_sym_node
return self.evaluate_expr(
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 112, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 215, in _PyObject_MakeTpCall
File "/usr/local/src/conda/python-3.10.16/Modules/_functoolsmodule.c", line 1020, in bounded_lru_cache_wrapper
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 267, in PyVectorcall_Call
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/fx/experimental/recording.py", line 272, in wrapper
return retlog(fn(*args, **kwargs))
File "/usr/local/src/conda/python-3.10.16/Python/ceval.c", line 5945, in do_call_core
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 267, in PyVectorcall_Call
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/fx/experimental/symbolic_shapes.py", line 7215, in evaluate_expr
return self._inner_evaluate_expr(
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 112, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 215, in _PyObject_MakeTpCall
File "/usr/local/src/conda/python-3.10.16/Modules/_functoolsmodule.c", line 1020, in bounded_lru_cache_wrapper
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/fx/experimental/recording.py", line 272, in wrapper
return retlog(fn(*args, **kwargs))
File "/usr/local/src/conda/python-3.10.16/Python/ceval.c", line 5945, in do_call_core
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/fx/experimental/symbolic_shapes.py", line 7238, in _inner_evaluate_expr
return self._evaluate_expr(
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/fx/experimental/symbolic_shapes.py", line 7505, in _evaluate_expr
self._maybe_guard_rel(g)
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 112, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 215, in _PyObject_MakeTpCall
File "/usr/local/src/conda/python-3.10.16/Modules/_functoolsmodule.c", line 1020, in bounded_lru_cache_wrapper
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/fx/experimental/symbolic_shapes.py", line 6758, in _maybe_guard_rel
self._refine_ranges(expr)
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/fx/experimental/symbolic_shapes.py", line 7709, in _refine_ranges
self._set_replacement(
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/fx/experimental/symbolic_shapes.py", line 6667, in _set_replacement
self.framework_specialization_stacks[source] = CapturedTraceback.extract(cpp=True)
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/utils/_traceback.py", line 207, in extract
torch._C._profiler.gather_traceback(python=True, script=script, cpp=cpp),
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 112, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 215, in _PyObject_MakeTpCall
File "/usr/local/src/conda/python-3.10.16/Objects/methodobject.c", line 543, in cfunction_call
File "offloadstuff.c", line 0, in pybind11::cpp_function::dispatcher(_object*, _object*, _object*)
File "offloadstuff.c", line 0, in pybind11::cpp_function::initialize<std::shared_ptr<torch::CapturedTraceback> (*&)(bool, bool, bool), std::shared_ptr<torch::CapturedTraceback>, bool, bool, bool, pybind11::name, pybind11::scope, pybind11::sibling, pybind11::arg_v, pybind11::arg_v, pybind11::arg_v>(std::shared_ptr<torch::CapturedTraceback> (*&)(bool, bool, bool), std::shared_ptr<torch::CapturedTraceback> (*)(bool, bool, bool), pybind11::name const&, pybind11::scope const&, pybind11::sibling const&, pybind11::arg_v const&, pybind11::arg_v const&, pybind11::arg_v const&)::{lambda(pybind11::detail::function_call&)#3}::_FUN(pybind11::detail::function_call&)
File "??", line 0, in torch::CapturedTraceback::gather(bool, bool, bool)
File "??", line 0, in torch::unwind::unwind()
User stack:
File "/home/bobren/local/a/pytorch/scratch/repro.py", line 5, in foo
return torch.randn(5) * x
```
cc ezyang SherlockNoMad EikanWang jgong5 wenzhe-nrv
[ghstack-poisoned]
bobrenjc93
added a commit
that referenced
this pull request
Jun 10, 2025
specializations
```
torch.fx.experimental.symbolic_shapes.ConstraintViolationError: Constraints violated (L['x'].size()[0])! For more information, run with TORCH_LOGS="+dynamic".
- You marked L['x'].size()[0] as dynamic but your code specialized it to be a constant (5). Either remove the mark_dynamic or use a less strict API such as maybe_mark_dynamic or Dim.AUTO.
Framework C++ stack:
File "??", line 0, in _start
File "", line 0, in __libc_start_main_alias_2
File "??", line 0, in __libc_start_call_main
File "/usr/local/src/conda/python-3.10.16/Modules/main.c", line 1094, in Py_BytesMain
File "/usr/local/src/conda/python-3.10.16/Modules/main.c", line 357, in pymain_run_file_obj
File "/usr/local/src/conda/python-3.10.16/Python/pythonrun.c", line 90, in _PyRun_AnyFileObject
File "/usr/local/src/conda/python-3.10.16/Python/pythonrun.c", line 456, in _PyRun_SimpleFileObject
File "/usr/local/src/conda/python-3.10.16/Python/pythonrun.c", line 1208, in pyrun_file
File "/usr/local/src/conda/python-3.10.16/Python/pythonrun.c", line 1312, in run_mod
File "/usr/local/src/conda/python-3.10.16/Python/pythonrun.c", line 1291, in run_eval_code_obj
File "/usr/local/src/conda/python-3.10.16/Python/ceval.c", line 1134, in PyEval_EvalCode
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/scratch/repro.py", line 9, in <module>
foo(x)
File "/usr/local/src/conda/python-3.10.16/Python/ceval.c", line 5945, in do_call_core
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/eval_frame.py", line 699, in compile_wrapper
return fn(*args, **kwargs)
File "offloadstuff.c", line 0, in dynamo__custom_eval_frame
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 305, in _PyObject_Call
File "/usr/local/src/conda/python-3.10.16/Objects/typeobject.c", line 7494, in slot_tp_call
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 431, in _PyObject_Call_Prepend
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/convert_frame.py", line 1469, in __call__
return self._torchdynamo_orig_callable(
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 112, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 215, in _PyObject_MakeTpCall
File "/usr/local/src/conda/python-3.10.16/Objects/typeobject.c", line 7494, in slot_tp_call
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 431, in _PyObject_Call_Prepend
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 153, in _PyObject_FastCallDictTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/convert_frame.py", line 1248, in __call__
result = self._inner_convert(
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 112, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 215, in _PyObject_MakeTpCall
File "/usr/local/src/conda/python-3.10.16/Objects/typeobject.c", line 7494, in slot_tp_call
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 431, in _PyObject_Call_Prepend
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 153, in _PyObject_FastCallDictTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/convert_frame.py", line 625, in __call__
return _compile(
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/convert_frame.py", line 1092, in _compile
guarded_code = compile_inner(code, one_graph, hooks, transform)
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_utils_internal.py", line 97, in wrapper_function
return function(*args, **kwargs)
File "/usr/local/src/conda/python-3.10.16/Python/ceval.c", line 5945, in do_call_core
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/convert_frame.py", line 779, in compile_inner
return _compile_inner(code, one_graph, hooks, transform)
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/convert_frame.py", line 928, in _compile_inner
check_fn = CheckFunctionManager(
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 112, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Objects/typeobject.c", line 1135, in type_call
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 431, in _PyObject_Call_Prepend
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/guards.py", line 2767, in __init__
builder, guard_manager = self.build_guards(
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/guards.py", line 3017, in build_guards
guard.create(builder)
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_guards.py", line 360, in create
return self.create_fn(builder, self)
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/guards.py", line 2087, in SHAPE_ENV
python_code_parts, verbose_code_parts = _get_code_parts(
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/_dynamo/guards.py", line 2061, in _get_code_parts
return output_graph.shape_env.produce_guards_verbose(
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/fx/experimental/symbolic_shapes.py", line 5531, in produce_guards_verbose
track_symint(property_source, ss, constraint_size[i])
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/fx/experimental/symbolic_shapes.py", line 5432, in track_symint
cpp_stack = CapturedTraceback.extract(cpp=True)
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 114, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Include/internal/pycore_ceval.h", line 46, in _PyEval_EvalFrame
File "/home/bobren/local/a/pytorch/torch/utils/_traceback.py", line 207, in extract
torch._C._profiler.gather_traceback(python=True, script=script, cpp=cpp),
File "/usr/local/src/conda/python-3.10.16/Include/cpython/abstract.h", line 112, in _PyObject_VectorcallTstate
File "/usr/local/src/conda/python-3.10.16/Objects/call.c", line 215, in _PyObject_MakeTpCall
File "/usr/local/src/conda/python-3.10.16/Objects/methodobject.c", line 543, in cfunction_call
File "offloadstuff.c", line 0, in pybind11::cpp_function::dispatcher(_object*, _object*, _object*)
File "offloadstuff.c", line 0, in pybind11::cpp_function::initialize<std::shared_ptr<torch::CapturedTraceback> (*&)(bool, bool, bool), std::shared_ptr<torch::CapturedTraceback>, bool, bool, bool, pybind11::name, pybind11::scope, pybind11::sibling, pybind11::arg_v, pybind11::arg_v, pybind11::arg_v>(std::shared_ptr<torch::CapturedTraceback> (*&)(bool, bool, bool), std::shared_ptr<torch::CapturedTraceback> (*)(bool, bool, bool), pybind11::name const&, pybind11::scope const&, pybind11::sibling const&, pybind11::arg_v const&, pybind11::arg_v const&, pybind11::arg_v const&)::{lambda(pybind11::detail::function_call&)#3}::_FUN(pybind11::detail::function_call&)
File "??", line 0, in torch::CapturedTraceback::gather(bool, bool, bool)
File "??", line 0, in torch::unwind::unwind()
User stack:
File "/home/bobren/local/a/pytorch/scratch/repro.py", line 5, in foo
return torch.randn(5) * x
```
ghstack-source-id: f7ccd00
Pull Request resolved: #155603
Contributor
Author
|
@pytorchbot merge |
Collaborator
Merge startedYour change will be merged once all checks pass (ETA 0-4 Hours). Learn more about merging in the wiki. Questions? Feedback? Please reach out to the PyTorch DevX Team |
Contributor
Author
|
@pytorchbot merge |
Collaborator
|
The merge job was canceled or timed out. This most often happen if two merge requests were issued for the same PR, or if merge job was waiting for more than 6 hours for tests to finish. In later case, please do not hesitate to reissue the merge command |
Collaborator
Merge startedYour change will be merged once all checks pass (ETA 0-4 Hours). Learn more about merging in the wiki. Questions? Feedback? Please reach out to the PyTorch DevX Team |
cyyever
approved these changes
Jun 10, 2025
Collaborator
|
The merge job was canceled or timed out. This most often happen if two merge requests were issued for the same PR, or if merge job was waiting for more than 6 hours for tests to finish. In later case, please do not hesitate to reissue the merge command |
Contributor
Author
|
@pytorchbot merge |
Collaborator
Merge startedYour change will be merged once all checks pass (ETA 0-4 Hours). Learn more about merging in the wiki. Questions? Feedback? Please reach out to the PyTorch DevX Team |
pytorch-bot bot
pushed a commit
that referenced
this pull request
Jul 1, 2025
…155603)" Summary: Original commit changeset: 4b3fdaa8f2c6 Original Phabricator Diff: D76434787 Meta: https://fb.workplace.com/groups/1286739428954016/permalink/1535462614081695/ Test Plan: Meta: Revert D76434787 for S536719 Rollback Plan: Differential Revision: D77626334
pytorchmergebot
pushed a commit
that referenced
this pull request
Jul 2, 2025
…155603)" (#157406) Summary: Original commit changeset: 4b3fdaa8f2c6 Original Phabricator Diff: D76434787 Meta: https://fb.workplace.com/groups/1286739428954016/permalink/1535462614081695/ Test Plan: Meta: Revert D76434787 for S536719 Rollback Plan: Differential Revision: D77626334 Pull Request resolved: #157406 Approved by: https://github.com/bobrenjc93
Contributor
|
This pull request has been reverted by 156bc24. To re-land this change, please open another pull request, assignthe same reviewers, fix the CI failures that caused the revert and make sure that the failing CI runs on the PR by applying the proper ciflow label (e.g., ciflow/trunk). |
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
5 participants
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Stack from ghstack (oldest at bottom):
Example new error message
cc @ezyang @SherlockNoMad @EikanWang @jgong5 @wenzhe-nrv