[torch.distributed.rpc] Add stringify WorkerInfo, better error message for py_rref (#39974)
Summary:
Pull Request resolved: https://github.com/pytorch/pytorch/pull/39974
# Problem
When this assertion happens, I don't know
- which worker_id it is on, even with the worker_name "trainer:0".
- which rref is throwing this exception.
```shell
File "/mnt/xarfuse/uid-213229/96b122e4-seed-df64b884-e2b4-4520-b7a8-777e79c829ac-ns-4026532900/caffe2/torch/fb/training_toolkit/backend/training_strategies/parameter_server_strategy.py", line 246, in _initialize_trainers
trainer_name: fut.wait() for trainer_name, fut in model_rref_futs.items()
File "/mnt/xarfuse/uid-213229/96b122e4-seed-df64b884-e2b4-4520-b7a8-777e79c829ac-ns-4026532900/caffe2/torch/fb/training_toolkit/backend/training_strategies/parameter_server_strategy.py", line 246, in <dictcomp>
trainer_name: fut.wait() for trainer_name, fut in model_rref_futs.items()
File "/mnt/xarfuse/uid-213229/96b122e4-seed-df64b884-e2b4-4520-b7a8-777e79c829ac-ns-4026532900/torch/distributed/rpc/internal.py", line 158, in _handle_exception
raise result.exception_type(result.msg)
RuntimeError: RuntimeError('Cannot call localValue() on a non-local reference. Call it on trainer:0')
Traceback (most recent call last):
File "/mnt/xarfuse/uid-213229/96b122e4-seed-21bc7792-3714-4e62-a1c1-32a7c38ed984-ns-4026533058/torch/distributed/rpc/internal.py", line 148, in _run_function
result = python_udf.func(*python_udf.args, **python_udf.kwargs)
File "/mnt/xarfuse/uid-213229/96b122e4-seed-21bc7792-3714-4e62-a1c1-32a7c38ed984-ns-4026533058/torch/distributed/rpc/rref_proxy.py", line 5, in _local_invoke
return getattr(rref.local_value(), func_name)(*args, **kwargs)
RuntimeError: Cannot call localValue() on a non-local reference. Call it on trainer:0
```
Changes,
- Add stringify WorkerInfo
- Make localValue() assertion message clearer about the case.
ghstack-source-id: 105840918
Test Plan:
buck test mode/dev-nosan //caffe2/test/distributed/rpc/:rpc_fork -- test_local_value_not_on_owner
buck test mode/dev-nosan //caffe2/test/distributed/rpc/jit/:rpc_fork
Reviewed By: mrshenli
Differential Revision: D5690653
fbshipit-source-id: ca6a8b1ff6e09f8644303a0f82f9b1a546a11170