A lot of warnings in instance segmentation training #3
Description
If you do not know the root cause of the problem / bug, and wish someone to help you, please
post according to this template:
Instructions To Reproduce the Issue:
- what changes you made (
git diff) or what code you wrote
<put diff or code here>
- what exact command you run:
I have tried below command
python train_net.py --config-file ../configs/COCO-InstanceSegmentation/mask_rcnn_R_101_FPN_3x.yaml --num-gpus 2 SOLVER.IMS_PER_BATCH 12 SOLVER.BASE_LR 0.005 MODEL.WEIGHTS ./imgnet_trained_model/r2_101.pkl
r2_101.pkl: file downloaded from link in this repo
However there are lots and lots of warnings. sounds like not much was loaded. please find attached for warnings
training_warnings.log
I have also tried standard command (which downloads the weights from Model.Zoo of FAIR) but the results are same.
python train_net.py --config-file ../configs/COCO-InstanceSegmentation/mask_rcnn_R_101_FPN_3x.yaml --num-gpus 2 SOLVER.IMS_PER_BATCH 12 SOLVER.BASE_LR 0.005
Could you please advise? Thank you.
- what you observed (including full logs):
<put logs here>
- please also simplify the steps as much as possible so they do not require additional resources to
run, such as a private dataset.
Expected behavior:
I think even with res2net backbone, the training should have started clean.
If there are no obvious error in "what you observed" provided above,
please tell us the expected behavior.
If you expect the model to converge / work better, note that we do not give suggestions
on how to train a new model.
Only in one of the two conditions we will help with it:
(1) You're unable to reproduce the results in detectron2 model zoo.
(2) It indicates a detectron2 bug.
Environment:
Provide your environment information using the following command:
wget -nc -q https://github.com/facebookresearch/detectron2/raw/master/detectron2/utils/collect_env.py && python collect_env.py
If your issue looks like an installation issue / environment issue,
please first try to solve it yourself with the instructions in
https://github.com/facebookresearch/detectron2/blob/master/INSTALL.md#common-installation-issues