HarborYuan
commented
4 months ago Hi @zxx0809 ,
In my environment, I use the versions as in the README.md. For mmcv, you should install with:
TORCH_CUDA_ARCH_LIST="{COMCAP}" TORCH_NVCC_FLAGS="-Xfatbin -compress-all" CUDA_HOME=$(dirname $(dirname $(which nvcc))) LD_LIBRARY_PATH=$(dirname $(dirname $(which nvcc)))/lib MMCV_WITH_OPS=1 FORCE_CUDA=1 python -m pip install git+https://github.com/open-mmlab/mmcv.git@4f65f91db6502d990ce2ee5de0337441fb69dd10If you want to use a newer version of mmcv, please update the versions of other packages (e.g., mmdet, mmpretrain).
You can use other versions of CUDA.
zxx0809
miquel-espinosa
According to your README, you have installed CUDA 12.1, but according to this website https://mmcv.readthedocs.io/en/latest/get_started/installation.html#install-with-pip , I should install PyTorch version 2.1.0 and mmcv 2.1.0. However, it seems that it is not meeting the requirement "Please install mmcv>=2.0.0, <2.1.0." Can you please tell me the correct environment configuration requirements? Thank you！！
When I execute "bash tools/dist.sh test seg/configs/sam2clip/sam_vith_dump.py 1", I get this error.
Traceback (most recent call last): File "/root/miniconda3/envs/ovsam/lib/python3.10/site-packages/mmengine/config/lazy.py", line 68, in build module = importlib.import_module(self._module) File "/root/miniconda3/envs/ovsam/lib/python3.10/importlib/init.py", line 126, in import_module return _bootstrap._gcd_import(name[level:], package, level) File "", line 1050, in _gcd_import
File "", line 1027, in _find_and_load
File "", line 1006, in _find_and_load_unlocked
File "", line 688, in _load_unlocked
File "", line 883, in exec_module
File "", line 241, in _call_with_frames_removed
File "/workspace/ovsam/seg/models/detectors/init.py", line 1, in
from .sam2clip_distill import BackboneDistillation
File "/workspace/ovsam/seg/models/detectors/sam2clip_distill.py", line 6, in
from mmdet.models.detectors.base import ForwardResults
File "/root/miniconda3/envs/ovsam/lib/python3.10/site-packages/mmdet/models/init.py", line 3, in
from .data_preprocessors import * # noqa: F401,F403
File "/root/miniconda3/envs/ovsam/lib/python3.10/site-packages/mmdet/models/data_preprocessors/init.py", line 6, in
from .reid_data_preprocessor import ReIDDataPreprocessor
File "/root/miniconda3/envs/ovsam/lib/python3.10/site-packages/mmdet/models/data_preprocessors/reid_data_preprocessor.py", line 13, in
import mmpretrain
File "/root/miniconda3/envs/ovsam/lib/python3.10/site-packages/mmpretrain/init.py", line 18, in
and mmcv_version < digit_version(mmcv_maximum_version)), \
AssertionError: MMCV==2.1.0 is used but incompatible. Please install mmcv>=2.0.0, <2.1.0.
During handling of the above exception, another exception occurred:
Traceback (most recent call last): File "/workspace/ovsam/tools/test.py", line 177, in
main()
File "/workspace/ovsam/tools/test.py", line 141, in main
runner = Runner.from_cfg(cfg)
File "/root/miniconda3/envs/ovsam/lib/python3.10/site-packages/mmengine/runner/runner.py", line 445, in from_cfg
runner = cls(
File "/root/miniconda3/envs/ovsam/lib/python3.10/site-packages/mmengine/runner/runner.py", line 412, in init
self.model = self.build_model(model)
File "/root/miniconda3/envs/ovsam/lib/python3.10/site-packages/mmengine/runner/runner.py", line 819, in build_model
model = MODELS.build(model)
File "/root/miniconda3/envs/ovsam/lib/python3.10/site-packages/mmengine/registry/registry.py", line 570, in build
return self.build_func(cfg, *args, *kwargs, registry=self)
File "/root/miniconda3/envs/ovsam/lib/python3.10/site-packages/mmengine/registry/build_functions.py", line 232, in build_model_from_cfg
return build_from_cfg(cfg, registry, default_args)
File "/root/miniconda3/envs/ovsam/lib/python3.10/site-packages/mmengine/registry/build_functions.py", line 96, in build_from_cfg
obj_type = args.pop('type')
File "/root/miniconda3/envs/ovsam/lib/python3.10/site-packages/mmengine/config/config.py", line 182, in pop
return self.build_lazy(super().pop(key, default))
File "/root/miniconda3/envs/ovsam/lib/python3.10/site-packages/mmengine/config/config.py", line 215, in build_lazy
value = value.build()
File "/root/miniconda3/envs/ovsam/lib/python3.10/site-packages/mmengine/config/lazy.py", line 70, in build
raise type(e)(f'Failed to import {self._module} '
AssertionError: Failed to import seg.models.detectors in seg/configs/sam2clip/sam_vith_dump.py, line 5 for MMCV==2.1.0 is used but incompatible. Please install mmcv>=2.0.0, <2.1.0.
[2024-07-05 10:13:04,386] torch.distributed.elastic.multiprocessing.api: [ERROR] failed (exitcode: 1) local_rank: 0 (pid: 40539) of binary: /root/miniconda3/envs/ovsam/bin/python
Traceback (most recent call last):
File "/root/miniconda3/envs/ovsam/bin/torchrun", line 33, in
sys.exit(load_entry_point('torch==2.1.0', 'console_scripts', 'torchrun')())
File "/root/miniconda3/envs/ovsam/lib/python3.10/site-packages/torch/distributed/elastic/multiprocessing/errors/init.py", line 346, in wrapper
return f( args, **kwargs)
File "/root/miniconda3/envs/ovsam/lib/python3.10/site-packages/torch/distributed/run.py", line 806, in main
run(args)
File "/root/miniconda3/envs/ovsam/lib/python3.10/site-packages/torch/distributed/run.py", line 797, in run
elastic_launch(
File "/root/miniconda3/envs/ovsam/lib/python3.10/site-packages/torch/distributed/launcher/api.py", line 134, in call
return launch_agent(self._config, self._entrypoint, list(args))
File "/root/miniconda3/envs/ovsam/lib/python3.10/site-packages/torch/distributed/launcher/api.py", line 264, in launch_agent
raise ChildFailedError(
torch.distributed.elastic.multiprocessing.errors.ChildFailedError: