fcdl94 / MiB

Official code for Modeling the Background for Incremental Learning in Semantic Segmentation https://arxiv.org/abs/2002.00718
MIT License
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Can not implement run.py #62

Open CuongHoang86 opened 2 years ago

CuongHoang86 commented 2 years ago

Hi, i am facing a problem like below:

python -m torch.distributed.launch --nproc_per_node=2 run.py --data_root data --batch_size 12 --dataset ade --name LWF --task 100-50 --step 0 --lr 0.01 --epochs 60 --method LWF /home/cuong69/anaconda3/envs/plop/lib/python3.6/site-packages/torch/distributed/launch.py:186: FutureWarning: The module torch.distributed.launch is deprecated and will be removed in future. Use torchrun. Note that --use_env is set by default in torchrun. If your script expects --local_rank argument to be set, please change it to read from os.environ['LOCAL_RANK'] instead. See https://pytorch.org/docs/stable/distributed.html#launch-utility for further instructions

FutureWarning, WARNING:torch.distributed.run:


Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed.


INFO:rank1: Device: cuda:1 Traceback (most recent call last): File "run.py", line 390, in main(opts) File "run.py", line 116, in main logger = Logger(logdir_full, rank=rank, debug=opts.debug, summary=opts.visualize, step=opts.step) File "/home/cuong69/Desktop/MiB-master/utils/logger.py", line 15, in init import tensorboardX File "/home/cuong69/anaconda3/envs/plop/lib/python3.6/site-packages/tensorboardX/init.py", line 5, in from .torchvis import TorchVis File "/home/cuong69/anaconda3/envs/plop/lib/python3.6/site-packages/tensorboardX/torchvis.py", line 11, in from .writer import SummaryWriter File "/home/cuong69/anaconda3/envs/plop/lib/python3.6/site-packages/tensorboardX/writer.py", line 15, in from .event_file_writer import EventFileWriter File "/home/cuong69/anaconda3/envs/plop/lib/python3.6/site-packages/tensorboardX/event_file_writer.py", line 28, in from .proto import event_pb2 File "/home/cuong69/anaconda3/envs/plop/lib/python3.6/site-packages/tensorboardX/proto/event_pb2.py", line 15, in from tensorboardX.proto import summary_pb2 as tensorboardX_dot_proto_dot_summarypb2 File "/home/cuong69/anaconda3/envs/plop/lib/python3.6/site-packages/tensorboardX/proto/summary_pb2.py", line 15, in from tensorboardX.proto import tensor_pb2 as tensorboardX_dot_proto_dot_tensorpb2 File "/home/cuong69/anaconda3/envs/plop/lib/python3.6/site-packages/tensorboardX/proto/tensor_pb2.py", line 15, in from tensorboardX.proto import resource_handle_pb2 as tensorboardX_dot_proto_dot_resourcehandlepb2 File "/home/cuong69/anaconda3/envs/plop/lib/python3.6/site-packages/tensorboardX/proto/resource_handle_pb2.py", line 22, in serialized_pb=_b('\n(tensorboardX/proto/resource_handle.proto\x12\x0ctensorboardX\"r\n\x13ResourceHandleProto\x12\x0e\n\x06\x64\x65vice\x18\x01 \x01(\t\x12\x11\n\tcontainer\x18\x02 \x01(\t\x12\x0c\n\x04name\x18\x03 \x01(\t\x12\x11\n\thash_code\x18\x04 \x01(\x04\x12\x17\n\x0fmaybe_type_name\x18\x05 \x01(\tB/\n\x18org.tensorflow.frameworkB\x0eResourceHandleP\x01\xf8\x01\x01\x62\x06proto3') TypeError: new() got an unexpected keyword argument 'serialized_options' Filtering images... 0/2000 ... WARNING:torch.distributed.elastic.multiprocessing.api:Sending process 1651457 closing signal SIGTERM ERROR:torch.distributed.elastic.multiprocessing.api:failed (exitcode: 1) local_rank: 0 (pid: 1651456) of binary: /home/cuong69/anaconda3/envs/plop/bin/python Traceback (most recent call last): File "/home/cuong69/anaconda3/envs/plop/lib/python3.6/runpy.py", line 193, in _run_module_as_main "main", mod_spec) File "/home/cuong69/anaconda3/envs/plop/lib/python3.6/runpy.py", line 85, in _run_code exec(code, run_globals) File "/home/cuong69/anaconda3/envs/plop/lib/python3.6/site-packages/torch/distributed/launch.py", line 193, in main() File "/home/cuong69/anaconda3/envs/plop/lib/python3.6/site-packages/torch/distributed/launch.py", line 189, in main launch(args) File "/home/cuong69/anaconda3/envs/plop/lib/python3.6/site-packages/torch/distributed/launch.py", line 174, in launch run(args) File "/home/cuong69/anaconda3/envs/plop/lib/python3.6/site-packages/torch/distributed/run.py", line 713, in run )(*cmd_args) File "/home/cuong69/anaconda3/envs/plop/lib/python3.6/site-packages/torch/distributed/launcher/api.py", line 131, in call return launch_agent(self._config, self._entrypoint, list(args)) File "/home/cuong69/anaconda3/envs/plop/lib/python3.6/site-packages/torch/distributed/launcher/api.py", line 261, in launch_agent failures=result.failures, torch.distributed.elastic.multiprocessing.errors.ChildFailedError:

run.py FAILED

Failures:

------------------------------------------------------------ Root Cause (first observed failure): [0]: time : 2022-06-15_09:57:39 host : aaa-Z490-AORUS-MASTER rank : 0 (local_rank: 0) exitcode : 1 (pid: 1651456) error_file: traceback : To enable traceback see: https://pytorch.org/docs/stable/elastic/errors.html I think it is related to version conflict...my gpu is RTX3090, therefore, i must use cuda 11.3. Please help me to solve the problem..Thank you!
fcdl94 commented 2 years ago

Hello @CuongHoang86.

So, from the console error, it seems the issue arises with tensorboardX. Can you try to use torch.tensorboard instead? It has the same interface, so you only need to change the imported logger.

For reference: https://pytorch.org/docs/stable/tensorboard.html