MMCV==2.0.1
tobibaum opened this issue · comments
Hello.
I am trying to install and test xrmocap. Unfortunately this code seems to be dependent on mmcv<1.8, whereas the default installation of mmdet, mmhuman3d, .... all have the new mmcv>=2.0 format.
this pertains to errors like:
from mmcv.runner import get_dist_info
ModuleNotFoundError: No module named 'mmcv.runner'
from mmcv.runner.hooks import Hook
ModuleNotFoundError: No module named 'mmcv.runner'
from mmcv.utils import Registry
ImportError: cannot import name 'Registry' from 'mmcv.utils' (/home/tobi/apps/anaconda3/envs/xrmocap2/lib/python3.8/site-packages/mmcv/utils/__init__.py)
Is there a branch or version of xrmocap that runs with the latest conventions of mmengine?
Thanks!!
Tobi
when trying to install everything using the requirements.txt/runtime.txt pip instructions, there emerge circular dependencies:
ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.
xrmocap 0.8.0 requires numpy==1.23.5, but you have numpy 1.22.4 which is incompatible.
xrmocap 0.8.0 requires scipy==1.10.0, but you have scipy 1.7.3 which is incompatible.
and when I install scipy==1.10.0:
ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.
mmtrack 0.14.0 requires scipy<=1.7.3, but you have scipy 1.10.0 which is incompatible.
xrmocap 0.8.0 requires numpy==1.23.5, but you have numpy 1.22.4 which is incompatible.
lastly, trying to install mmdet manually does not help get rid of the "install mmdet" warning:
$ pip install mmdet==2.27.0
Requirement already satisfied: mmdet==2.27.0 in /home/tobi/apps/anaconda3/envs/xrmocap2/lib/python3.8/site-packages (2.27.0)
Requirement already satisfied: matplotlib in /home/tobi/apps/anaconda3/envs/xrmocap2/lib/python3.8/site-packages (from mmdet==2.27.0) (3.7.2)
Requirement already satisfied: numpy in /home/tobi/apps/anaconda3/envs/xrmocap2/lib/python3.8/site-packages (from mmdet==2.27.0) (1.22.4)
Requirement already satisfied: pycocotools in /home/tobi/apps/anaconda3/envs/xrmocap2/lib/python3.8/site-packages (from mmdet==2.27.0) (2.0.6)
Requirement already satisfied: scipy in /home/tobi/apps/anaconda3/envs/xrmocap2/lib/python3.8/site-packages (from mmdet==2.27.0) (1.10.0)
Requirement already satisfied: six in /home/tobi/apps/anaconda3/envs/xrmocap2/lib/python3.8/site-packages (from mmdet==2.27.0) (1.16.0)
Requirement already satisfied: terminaltables in /home/tobi/apps/anaconda3/envs/xrmocap2/lib/python3.8/site-packages (from mmdet==2.27.0) (3.1.10)
Requirement already satisfied: contourpy>=1.0.1 in /home/tobi/apps/anaconda3/envs/xrmocap2/lib/python3.8/site-packages (from matplotlib->mmdet==2.27.0) (1.1.0)
Requirement already satisfied: cycler>=0.10 in /home/tobi/apps/anaconda3/envs/xrmocap2/lib/python3.8/site-packages (from matplotlib->mmdet==2.27.0) (0.11.0)
Requirement already satisfied: fonttools>=4.22.0 in /home/tobi/apps/anaconda3/envs/xrmocap2/lib/python3.8/site-packages (from matplotlib->mmdet==2.27.0) (4.41.1)
Requirement already satisfied: kiwisolver>=1.0.1 in /home/tobi/apps/anaconda3/envs/xrmocap2/lib/python3.8/site-packages (from matplotlib->mmdet==2.27.0) (1.4.4)
Requirement already satisfied: packaging>=20.0 in /home/tobi/apps/anaconda3/envs/xrmocap2/lib/python3.8/site-packages (from matplotlib->mmdet==2.27.0) (23.1)
Requirement already satisfied: pillow>=6.2.0 in /home/tobi/apps/anaconda3/envs/xrmocap2/lib/python3.8/site-packages (from matplotlib->mmdet==2.27.0) (9.4.0)
Requirement already satisfied: pyparsing<3.1,>=2.3.1 in /home/tobi/apps/anaconda3/envs/xrmocap2/lib/python3.8/site-packages (from matplotlib->mmdet==2.27.0) (3.0.9)
Requirement already satisfied: python-dateutil>=2.7 in /home/tobi/apps/anaconda3/envs/xrmocap2/lib/python3.8/site-packages (from matplotlib->mmdet==2.27.0) (2.8.2)
Requirement already satisfied: importlib-resources>=3.2.0 in /home/tobi/apps/anaconda3/envs/xrmocap2/lib/python3.8/site-packages (from matplotlib->mmdet==2.27.0) (6.0.0)
Requirement already satisfied: zipp>=3.1.0 in /home/tobi/apps/anaconda3/envs/xrmocap2/lib/python3.8/site-packages (from importlib-resources>=3.2.0->matplotlib->mmdet==2.27.0) (3.16.2)
(xrmocap2) tobi@tobi-desktop:10:04~/combatiq/third_party/xrmocap ((v0.8.0) $%)$ python tools/mview_mperson_topdown_estimator.py --estimator_config 'configs/mvpose_tracking/mview_mperson_topdown_estimator.py' --image_and_camera_param 'xrmocap_data/Shelf_50/image_and_camera_param.txt' --start_frame 300 --end_frame 350 --output_dir 'output/estimation' --enable_log_file
/home/tobi/apps/anaconda3/envs/xrmocap2/lib/python3.8/site-packages/torchvision/io/image.py:13: UserWarning: Failed to load image Python extension: /home/tobi/apps/anaconda3/envs/xrmocap2/lib/python3.8/site-packages/torchvision/image.so: undefined symbol: _ZN2at4_ops19empty_memory_format4callEN3c108ArrayRefIlEENS2_8optionalINS2_10ScalarTypeEEENS5_INS2_6LayoutEEENS5_INS2_6DeviceEEENS5_IbEENS5_INS2_12MemoryFormatEEE
warn(f"Failed to load image Python extension: {e}")
2023-07-24 10:04:24,786 - __main__ - ERROR - File "tools/mview_mperson_topdown_estimator.py", line 17, in <module>
from xrmocap.core.estimation.builder import build_estimator
File "/home/tobi/combatiq/third_party/xrmocap/xrmocap/core/estimation/__init__.py", line 7, in <module>
from .mview_mperson_topdown_estimator import (
File "/home/tobi/combatiq/third_party/xrmocap/xrmocap/core/estimation/mview_mperson_topdown_estimator.py", line 11, in <module>
from xrmocap.human_perception.builder import (
File "/home/tobi/combatiq/third_party/xrmocap/xrmocap/human_perception/__init__.py", line 2, in <module>
from xrmocap.human_perception.bbox_detection.mmdet_detector import (
File "/home/tobi/combatiq/third_party/xrmocap/xrmocap/human_perception/bbox_detection/__init__.py", line 1, in <module>
from .mmdet_detector import MMdetDetector, process_mmdet_results
File "/home/tobi/combatiq/third_party/xrmocap/xrmocap/human_perception/bbox_detection/mmdet_detector.py", line 19, in <module>
for line in traceback.format_stack():
Traceback (most recent call last):
File "/home/tobi/combatiq/third_party/xrmocap/xrmocap/human_perception/bbox_detection/mmdet_detector.py", line 12, in <module>
from mmdet.apis import inference_detector, init_detector
File "/home/tobi/apps/anaconda3/envs/xrmocap2/lib/python3.8/site-packages/mmdet/apis/__init__.py", line 2, in <module>
from .inference import (async_inference_detector, inference_detector,
File "/home/tobi/apps/anaconda3/envs/xrmocap2/lib/python3.8/site-packages/mmdet/apis/inference.py", line 8, in <module>
from mmcv.ops import RoIPool
File "/home/tobi/apps/anaconda3/envs/xrmocap2/lib/python3.8/site-packages/mmcv/ops/__init__.py", line 2, in <module>
from .active_rotated_filter import active_rotated_filter
File "/home/tobi/apps/anaconda3/envs/xrmocap2/lib/python3.8/site-packages/mmcv/ops/active_rotated_filter.py", line 10, in <module>
ext_module = ext_loader.load_ext(
File "/home/tobi/apps/anaconda3/envs/xrmocap2/lib/python3.8/site-packages/mmcv/utils/ext_loader.py", line 13, in load_ext
ext = importlib.import_module('mmcv.' + name)
File "/home/tobi/apps/anaconda3/envs/xrmocap2/lib/python3.8/importlib/__init__.py", line 127, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
ImportError: /home/tobi/apps/anaconda3/envs/xrmocap2/lib/python3.8/site-packages/mmcv/_ext.cpython-38-x86_64-linux-gnu.so: undefined symbol: _ZN2at4_ops4view4callERKNS_6TensorEN3c108ArrayRefIlEE
Traceback (most recent call last):
File "/home/tobi/apps/anaconda3/envs/xrmocap2/lib/python3.8/site-packages/mmcv/utils/registry.py", line 69, in build_from_cfg
return obj_cls(**args)
File "/home/tobi/combatiq/third_party/xrmocap/xrmocap/human_perception/bbox_detection/mmdet_detector.py", line 49, in __init__
raise ModuleNotFoundError('Please install mmdet to run detection.')
ModuleNotFoundError: Please install mmdet to run detection.
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/home/tobi/apps/anaconda3/envs/xrmocap2/lib/python3.8/site-packages/mmcv/utils/registry.py", line 69, in build_from_cfg
return obj_cls(**args)
File "/home/tobi/combatiq/third_party/xrmocap/xrmocap/core/estimation/mview_mperson_topdown_estimator.py", line 105, in __init__
self.bbox_detector = build_detector(bbox_detector)
File "/home/tobi/combatiq/third_party/xrmocap/xrmocap/human_perception/builder.py", line 32, in build_detector
return DETECTORS.build(cfg)
File "/home/tobi/apps/anaconda3/envs/xrmocap2/lib/python3.8/site-packages/mmcv/utils/registry.py", line 237, in build
return self.build_func(*args, **kwargs, registry=self)
File "/home/tobi/apps/anaconda3/envs/xrmocap2/lib/python3.8/site-packages/mmcv/utils/registry.py", line 72, in build_from_cfg
raise type(e)(f'{obj_cls.__name__}: {e}')
ModuleNotFoundError: MMdetDetector: Please install mmdet to run detection.
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "tools/mview_mperson_topdown_estimator.py", line 178, in <module>
main(args)
File "tools/mview_mperson_topdown_estimator.py", line 35, in main
smpl_estimator = build_estimator(estimator_config)
File "/home/tobi/combatiq/third_party/xrmocap/xrmocap/core/estimation/builder.py", line 32, in build_estimator
return ESTIMATORS.build(cfg)
File "/home/tobi/apps/anaconda3/envs/xrmocap2/lib/python3.8/site-packages/mmcv/utils/registry.py", line 237, in build
return self.build_func(*args, **kwargs, registry=self)
File "/home/tobi/apps/anaconda3/envs/xrmocap2/lib/python3.8/site-packages/mmcv/utils/registry.py", line 72, in build_from_cfg
raise type(e)(f'{obj_cls.__name__}: {e}')
ModuleNotFoundError: MultiViewMultiPersonTopDownEstimator: MMdetDetector: Please install mmdet to run detection.
I got it to run using the versions specified in the install.md
the gotcha was that I had to compile pytorch3d and torch from scratch with my respective cuda version (11.8)