pytorch
db134a68 - (torch.distributed.elastic) properly format traceback on error (#65041)
Commit
3 years ago(torch.distributed.elastic) properly format traceback on error (#65041)
Summary:
Pull Request resolved: https://github.com/pytorch/pytorch/pull/65041
Fixes a bug introduced in https://github.com/pytorch/pytorch/pull/64036 where the traceback of the error handler is printed out rather than the traceback of the actual exception.
Fixes https://github.com/pytorch/pytorch/issues/60910
Closes https://github.com/pytorch/pytorch/issues/60910
BEFORE (note that the `py_callstack` is NOT the traceback of the RuntimeError):
```
**************************************************************************************************************************************************************************************************************************************************
run_script_path FAILED
==================================================================================================================================================================================================================================================
Root Cause:
[0]:
time: 2021-09-14_22:01:06
rank: 0 (local_rank: 0)
exitcode: 1 (pid: 1092727)
error_file: /tmp/torchelastic_aeyvjbpe/none_8zuih7tj/attempt_0/0/error.json
msg:
{
"message": "RuntimeError: rasing error since --throw was specified",
"extraInfo": {
"py_callstack": [
" File \"<string>\", line 1, in <module>\n",
" File \"/usr/local/fbcode/platform009/lib/python3.8/multiprocessing/spawn.py\", line 116, in spawn_main\n exitcode = _main(fd, parent_sentinel)\n",
" File \"/usr/local/fbcode/platform009/lib/python3.8/multiprocessing/spawn.py\", line 129, in _main\n return self._bootstrap(parent_sentinel)\n",
" File \"/usr/local/fbcode/platform009/lib/python3.8/multiprocessing/process.py\", line 315, in _bootstrap\n self.run()\n",
" File \"/usr/local/fbcode/platform009/lib/python3.8/multiprocessing/process.py\", line 108, in run\n self._target(*self._args, **self._kwargs)\n",
" File \"/data/users/kiuk/fbsource/fbcode/buck-out/dev/gen/caffe2/run#link-tree/torch/multiprocessing/spawn.py\", line 59, in _wrap\n fn(i, *args)\n",
" File \"/data/users/kiuk/fbsource/fbcode/buck-out/dev/gen/caffe2/run#link-tree/torch/distributed/elastic/multiprocessing/api.py\", line 382, in _wrap\n ret = record(fn)(*args_)\n",
" File \"/data/users/kiuk/fbsource/fbcode/buck-out/dev/gen/caffe2/run#link-tree/torch/distributed/elastic/multiprocessing/errors/__init__.py\", line 373, in wrapper\n error_handler.record_exception(e)\n",
" File \"/data/users/kiuk/fbsource/fbcode/buck-out/dev/gen/caffe2/run#link-tree/torch/distributed/elastic/multiprocessing/errors/error_handler.py\", line 86, in record_exception\n _write_error(e, self._get_error_file_path())\n",
" File \"/data/users/kiuk/fbsource/fbcode/buck-out/dev/gen/caffe2/run#link-tree/torch/distributed/elastic/multiprocessing/errors/error_handler.py\", line 26, in _write_error\n \"py_callstack\": traceback.format_stack(),\n"
],
"timestamp": "1631682066"
}
}
==================================================================================================================================================================================================================================================
Other Failures:
<NO_OTHER_FAILURES>
**************************************************************************************************************************************************************************************************************************************************
```
AFTER (note the traceback is the traceback of the RuntimeError):
```
********************************************************************************
run_script_path FAILED
================================================================================
Root Cause:
[0]:
time: 2021-09-14_21:49:25
rank: 0 (local_rank: 0)
exitcode: 1 (pid: 1014681)
error_file: /tmp/torchelastic_q0zods2c/none_qwmz5dgj/attempt_0/0/error.json
msg: Traceback (most recent call last):
File "/data/users/kiuk/fbsource/fbcode/buck-out/dev/gen/caffe2/run#link-tree/torch/distributed/elastic/multiprocessing/errors/__init__.py", line 361, in wrapper
return f(*args, **kwargs)
File "/data/users/kiuk/fbsource/fbcode/buck-out/dev/gen/caffe2/run#link-tree/torch/distributed/run.py", line 671, in run_script_path
runpy.run_path(sys.argv[0], run_name="__main__")
File "/usr/local/fbcode/platform009/lib/python3.8/runpy.py", line 265, in run_path
return _run_module_code(code, init_globals, run_name,
File "/usr/local/fbcode/platform009/lib/python3.8/runpy.py", line 97, in _run_module_code
_run_code(code, mod_globals, init_globals,
File "/usr/local/fbcode/platform009/lib/python3.8/runpy.py", line 87, in _run_code
exec(code, run_globals)
File "/home/kiuk/tmp/test.py", line 55, in <module>
main()
File "/data/users/kiuk/fbsource/fbcode/buck-out/dev/gen/caffe2/run#link-tree/torch/distributed/elastic/multiprocessing/errors/__init__.py", line 361, in wrapper
return f(*args, **kwargs)
File "/home/kiuk/tmp/test.py", line 25, in main
raise RuntimeError("rasing error since --throw was specified")
RuntimeError: rasing error since --throw was specified
================================================================================
Other Failures:
<NO_OTHER_FAILURES>
********************************************************************************
```
Test Plan:
(see summary for before and after)
`test.py` contents:
```
import argparse
import os
import sys
import torch
import torch.distributed as dist
import torch.nn.functional as F
from torch.distributed.elastic.multiprocessing.errors import record
def parse_args(argv):
parser = argparse.ArgumentParser(description="test script")
parser.add_argument("--init_method", type=str, default="env://")
parser.add_argument("--backend", type=str, default="gloo")
parser.add_argument("--throw", action="store_true", default=False)
parser.add_argument("--exit", action="store_true", default=False)
return parser.parse_args()
record
def main():
args = parse_args(sys.argv[1:])
if args.throw:
raise RuntimeError("rasing error since --throw was specified")
if args.exit:
sys.exit(1)
init_method=args.init_method
backend=args.backend
world_size = int(os.environ["WORLD_SIZE"])
rank = int(os.environ["RANK"])
print(f"initializing `{backend}` process group with rank={rank}, world_size={world_size} at {init_method}")
dist.init_process_group(
backend=backend,
init_method=init_method,
world_size=world_size,
rank=rank)
print(f"successfully initialized process group with rank={dist.get_rank()}, world_size={dist.get_world_size()}")
t = F.one_hot(torch.tensor(rank), num_classes=world_size)
dist.all_reduce(t)
derived_world_size = torch.sum(t).item()
if derived_world_size != world_size:
raise RuntimeError(f"derived world size: {derived_world_size} != actual world size: {world_size}")
else:
print(f"sucessfully derived world size: {derived_world_size} (expected: {world_size}). Exiting")
if __name__ == "__main__":
main()
```
run it as:
```
$ python -m torch.distributed.run --nproc_per_node 2 test.py --throw
```
Reviewed By: cbalioglu
Differential Revision: D30953731
fbshipit-source-id: bbea04c59c2aec58969cf44d8e3723d5f8abe8a8
References
Author
Kiuk Chung
Committer
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