Comments (13)
JialeCao001
commented on September 26, 2024
@joakimjohnander PyTorch1.1.0, cuda9.0/10.0, and mmcv0.2.1 are used by me. Please refer to Readme for more details.
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OneDirection9
commented on September 26, 2024
Hi @JialeCao001 , I am using mmcv==0.2.1, but following ImportError occurred:
ImportErrorImportError: : cannot import name 'caffe2_xavier_init' from 'mmcv.cnn.weight_init'
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JialeCao001
commented on September 26, 2024
@OneDirection9 Can you provide more details? Are you sure that mmcv==0.2.1 is successfully installed? It is difficult for me to judge the problem based on your description.
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OneDirection9
commented on September 26, 2024
@JialeCao001 Thanks for your reply. Here is the details:
(open-mmlab) ➜ SipMask-VIS git:(master) ✗ pip install mmcv==0.2.1
Requirement already satisfied: mmcv==0.2.1 in /anaconda3/envs/open-mmlab/lib/python3.7/site-packages (0.2.1)
Requirement already satisfied: pyyaml in /anaconda3/envs/open-mmlab/lib/python3.7/site-packages (from mmcv==0.2.1) (5.3.1)
Requirement already satisfied: six in /anaconda3/envs/open-mmlab/lib/python3.7/site-packages (from mmcv==0.2.1) (1.15.0)
Requirement already satisfied: requests in /anaconda3/envs/open-mmlab/lib/python3.7/site-packages (from mmcv==0.2.1) (2.24.0)
Requirement already satisfied: numpy>=1.11.1 in /anaconda3/envs/open-mmlab/lib/python3.7/site-packages (from mmcv==0.2.1) (1.17.0)
Requirement already satisfied: opencv-python in /anaconda3/envs/open-mmlab/lib/python3.7/site-packages (from mmcv==0.2.1) (4.4.0.42)
Requirement already satisfied: addict in /anaconda3/envs/open-mmlab/lib/python3.7/site-packages (from mmcv==0.2.1) (2.2.1)
Requirement already satisfied: chardet<4,>=3.0.2 in /anaconda3/envs/open-mmlab/lib/python3.7/site-packages (from requests->mmcv==0.2.1) (3.0.4)
Requirement already satisfied: idna<3,>=2.5 in /anaconda3/envs/open-mmlab/lib/python3.7/site-packages (from requests->mmcv==0.2.1) (2.10)
Requirement already satisfied: urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 in /anaconda3/envs/open-mmlab/lib/python3.7/site-packages (from requests->mmcv==0.2.1) (1.25.10)
Requirement already satisfied: certifi>=2017.4.17 in /anaconda3/envs/open-mmlab/lib/python3.7/site-packages (from requests->mmcv==0.2.1) (2020.6.20)
(open-mmlab) ➜ SipMask-VIS git:(master) ✗ CUDA_VISIBLE_DEVICES=0,1,2,3 ./tools/dist_train.sh ./configs/sipmask/sipmask_r50_caffe_fpn_gn_ms_1x.py 4
Traceback (most recent call last): [5/45635]
File "./tools/train.py", line 11, in <module>
from mmdet.apis import (get_root_logger, init_dist, set_random_seed,
File "/root/SipMask/SipMask-VIS/tools/../mmdet/apis/__init__.py", line 2, in <module>
from .inference import (inference_detector, init_detector, show_result,
File "/root/SipMask/SipMask-VIS/tools/../mmdet/apis/inference.py", line 13, in <module>
from mmdet.models import build_detector
File "/root/SipMask/SipMask-VIS/tools/../mmdet/models/__init__.py", line 9, in <module>
from .necks import * # noqa: F401,F403
File "/root/SipMask/SipMask-VIS/tools/../mmdet/models/necks/__init__.py", line 3, in <module>
from .hrfpn import HRFPN
File "/root/SipMask/SipMask-VIS/tools/../mmdet/models/necks/hrfpn.py", line 4, in <module>
from mmcv.cnn.weight_init import caffe2_xavier_init
ImportError: cannot import name 'caffe2_xavier_init' from 'mmcv.cnn.weight_init' (/anaconda3/envs/open-mmlab/lib/python3.7/site-packages/mmcv/cnn/weight_init.py)
Traceback (most recent call last):
File "./tools/train.py", line 11, in <module>
from mmdet.apis import (get_root_logger, init_dist, set_random_seed,
File "/root/SipMask/SipMask-VIS/tools/../mmdet/apis/__init__.py", line 2, in <module>
from .inference import (inference_detector, init_detector, show_result,
File "/root/SipMask/SipMask-VIS/tools/../mmdet/apis/inference.py", line 13, in <module>
from mmdet.models import build_detector
File "/root/SipMask/SipMask-VIS/tools/../mmdet/models/__init__.py", line 9, in <module>
from .necks import * # noqa: F401,F403
File "/root/SipMask/SipMask-VIS/tools/../mmdet/models/necks/__init__.py", line 3, in <module>
from .hrfpn import HRFPN
File "/root/SipMask/SipMask-VIS/tools/../mmdet/models/necks/hrfpn.py", line 4, in <module>
from mmcv.cnn.weight_init import caffe2_xavier_init
ImportError: cannot import name 'caffe2_xavier_init' from 'mmcv.cnn.weight_init' (/anaconda3/envs/open-mmlab/lib/python3.7/site-packages/mmcv/cnn/weight_init.py)
Traceback (most recent call last):
File "./tools/train.py", line 11, in <module>
from mmdet.apis import (get_root_logger, init_dist, set_random_seed,
File "/root/SipMask/SipMask-VIS/tools/../mmdet/apis/__init__.py", line 2, in <module>
from .inference import (inference_detector, init_detector, show_result,
File "/root/SipMask/SipMask-VIS/tools/../mmdet/apis/inference.py", line 13, in <module> from mmdet.models import build_detector
File "/root/SipMask/SipMask-VIS/tools/../mmdet/models/__init__.py", line 9, in <module>
from .necks import * # noqa: F401,F403
File "/root/SipMask/SipMask-VIS/tools/../mmdet/models/necks/__init__.py", line 3, in <module>
from .hrfpn import HRFPN
File "/root/SipMask/SipMask-VIS/tools/../mmdet/models/necks/hrfpn.py", line 4, in <module>
from mmcv.cnn.weight_init import caffe2_xavier_init
ImportError: cannot import name 'caffe2_xavier_init' from 'mmcv.cnn.weight_init' (/anaconda3/envs/open-mmlab/lib/python3.7/site-packages/mmcv/cnn/weight_init.py)
Traceback (most recent call last):
File "./tools/train.py", line 11, in <module>
from mmdet.apis import (get_root_logger, init_dist, set_random_seed,
File "/root/SipMask/SipMask-VIS/tools/../mmdet/apis/__init__.py", line 2, in <module>
from .inference import (inference_detector, init_detector, show_result,
File "/root/SipMask/SipMask-VIS/tools/../mmdet/apis/inference.py", line 13, in <module>
from mmdet.models import build_detector
File "/root/SipMask/SipMask-VIS/tools/../mmdet/models/__init__.py", line 9, in <module>
from .necks import * # noqa: F401,F403
File "/root/SipMask/SipMask-VIS/tools/../mmdet/models/necks/__init__.py", line 3, in <module>
from .hrfpn import HRFPN
File "/root/SipMask/SipMask-VIS/tools/../mmdet/models/necks/hrfpn.py", line 4, in <module>
from mmcv.cnn.weight_init import caffe2_xavier_init
ImportError: cannot import name 'caffe2_xavier_init' from 'mmcv.cnn.weight_init' (/anaconda3/envs/open-mmlab/lib/python3.7/site-packages/mmcv/cnn/weight_init.py)
Traceback (most recent call last):
File "/anaconda3/envs/open-mmlab/lib/python3.7/runpy.py", line 193, in _run_module_as_main
"__main__", mod_spec)
File "/anaconda3/envs/open-mmlab/lib/python3.7/runpy.py", line 85, in _run_code
exec(code, run_globals)
File "/anaconda3/envs/open-mmlab/lib/python3.7/site-packages/torch/distributed/launch.py", line 235, in <module>
main()
File "/anaconda3/envs/open-mmlab/lib/python3.7/site-packages/torch/distributed/launch.py", line 231, in main
cmd=process.args)
subprocess.CalledProcessError: Command '['/anaconda3/envs/open-mmlab/bin/python', '-u', './tools/train.py', '--local_rank=0', './configs/sipmask/sipmask_r50_caffe_fpn_gn_ms_1x.py', '--launcher', 'pytorch']' returned non-zero exit s
tatus 1.
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JialeCao001
commented on September 26, 2024
@OneDirection9 try mmcv0.2.11 or mmcv0.2.12.
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OneDirection9
commented on September 26, 2024
@JialeCao001 There are a new error, do you have any ideas?
Traceback (most recent call last):
File "./tools/train.py", line 110, in <module>
main()
File "./tools/train.py", line 106, in main
logger=logger)
File "/root/SipMask/SipMask-VIS/tools/../mmdet/apis/train.py", line 58, in train_detector
_dist_train(model, dataset, cfg, validate=validate)
File "/root/SipMask/SipMask-VIS/tools/../mmdet/apis/train.py", line 185, in _dist_train
runner.load_checkpoint(cfg.load_from)
File "/anaconda3/envs/open-mmlab/lib/python3.7/site-packages/mmcv/runner/runner.py", line 234, in load_checkpoint
self.logger)
File "/anaconda3/envs/open-mmlab/lib/python3.7/site-packages/mmcv/runner/checkpoint.py", line 171, in load_checkpoint
load_state_dict(model.module, state_dict, strict, logger)
File "/anaconda3/envs/open-mmlab/lib/python3.7/site-packages/mmcv/runner/checkpoint.py", line 74, in load_state_dict
name, own_state[name].size(), param.size()))
RuntimeError: While copying the parameter named bbox_head.fcos_cls.weight, whose dimensions in the model are torch.Size([40, 256, 3, 3]) and whose dimensions in the checkpoint are torch.Size([80, 256, 3, 3]).
Traceback (most recent call last):
File "/anaconda3/envs/open-mmlab/lib/python3.7/site-packages/mmcv/runner/checkpoint.py", line 68, in load_state_dict
own_state[name].copy_(param)
RuntimeError: The expanded size of the tensor (40) must match the existing size (80) at non-singleton dimension 0. Target sizes: [40, 256, 3, 3]. Tensor sizes: [80, 256, 3, 3]
I am trying to load the model pre-trained on MSCOCO and finetune it on YouTube-VIS, like this:
load_from = './../SipMask-mmdetection/work_dirs/sipmask_r50_caffe_fpn_gn_ms_2x.pth'
It looks like mmcv will raise an error when tensor name is the same but the size is not. The number of category is different for MSCOCO (80) and YouTube-VIS (40).
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JialeCao001
commented on September 26, 2024
@OneDirection9 You use mmcv0.2.11?
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OneDirection9
commented on September 26, 2024
It worked when using mmcv==0.2.12. Thanks.
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joakimjohnander
commented on September 26, 2024
@JialeCao001 Thanks a lot for the swift reply! Changing mmcv version and refraining from installing mmdet did it. I'll supply the Dockerfile for future reference.
ARG PYTORCH="1.4"
ARG CUDA="10.1"
ARG CUDNN="7"
FROM pytorch/pytorch:${PYTORCH}-cuda${CUDA}-cudnn${CUDNN}-devel
RUN apt-get update && apt-get install -y ffmpeg libglib2.0-0 libsm6 libxrender-dev libxext6 gcc git
# Install mmdetection
RUN conda install cython -y
RUN pip install mmcv==0.2.10
RUN git clone https://github.com/youtubevos/cocoapi.git /cocoapi
WORKDIR /cocoapi/PythonAPI
RUN pip uninstall -y pycocotools
RUN python setup.py build_ext install
RUN git clone https://github.com/JialeCao001/SipMask.git /SipMask
WORKDIR /SipMask/SipMask-VIS
ENV TORCH_CUDA_ARCH_LIST="3.5;3.7;5.0;5.2;6.0+PTX;6.1+PTX;7.0+PTX;7.5+PTX"
RUN pip install -e .
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rusvagzur
commented on September 26, 2024
Hello,
I have the same issue.
How did mmcv=0.2.12 solved it? When I install it, then I get this message:
mmdet 1.1.0+1d877f8 requires mmcv>=0.3.1, but you have mmcv 0.2.12 which is incompatible.
Thanks
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OneDirection9
commented on September 26, 2024
Hi,
It looks like the mmdet requires higher mmcv. Can you try to downgrade mmdet?
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rusvagzur
commented on September 26, 2024
My version of mmdet is directly cloned from this project, how come yours is a different mmdet version? May I know your mmdet version?
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JialeCao001
commented on September 26, 2024
@surgavur Can you try to first compile the project with higher mmcv, uninstall mmcv, and reinstall mmcv0.2.12?
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Related Issues (20)
- How to visualize the results? HOT 3
- crop_split_cuda? HOT 1
- 关于SipMask-VIS的预训练模型 HOT 4
- CUDA error: device-side assert triggered HOT 2
- SipMask-VIS tracking implementation HOT 9
- About the testing process
- SP module implementation location
- SipMask-VIS mAP is not stable HOT 2
- python setup.py develop ERROR HOT 2
- How do I set my custom label map? HOT 3
- Licensing issue
- Annotation format for a huge Dataset
- how to measure the fps? HOT 1
- AttributeError: 'float' object has no attribute 'detach' HOT 1
- 您好！我把网络改了一点点之后，训练是收敛的，但是为什么精度都是0呢？
- forward() takes from 3 to 4 positional arguments but 5 were given
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- Hello, sorry to bother you. I wonder if you are still maintaining this code. I would like to ask what gt_pids, gt_INds and idx_GT stand for in anchor_head of SIPmask_VIS
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