Thanks for your code.
When I used your code, I met the following error.

tools/slurm_train.sh: line 15: srun: command not found

I think maybe because of slurm. Would you please offer the other instructions such as "PMM", the "bash dish.sh" version

Best wishes to you!

Hi,

nice work!

When I used your code. I got the following error. We should use the pseudo label of ppmg. and the path of label might be fixed?
such as /2009_002281.png.jpg. Would you please give me some advice?

Best wishes to you!

FileNotFoundError: [Errno 2] No such file or directory: '/JPEGImages/2009_002281.jpg /SegmentationClassAug/2009_002281.png.jpg'

Excuse me, I still find the performence of coco is only 33.64, could you help me with some details? I run the config file pspnet_scalenet101_40kx32_coco.py with val_mini.txt split using 4 gpus. The detailed report is as below:
20220203_085809.log

Hi there! Your work is so awesome at the performence! I'd like to do something on it. But when I run the code you commited, I meet some question:

1. What's the label '0' refer to in your ppmg_coco pseudo mask? I found that people and the background are all labeled as '0' in some pseudo masks like 000000000036.png.
2. Is that your label mapping is showed as bellow?

CLASSES = (
'person', 'bicycle', 'car', 'motorcycle', 'airplane', 'bus', 'train',
'truck', 'boat', 'traffic light', 'fire hydrant', 'stop sign',
'parking meter', 'bench', 'bird', 'cat', 'dog', 'horse', 'sheep',
'cow', 'elephant', 'bear', 'zebra', 'giraffe', 'backpack', 'umbrella',
'handbag', 'tie', 'suitcase', 'frisbee', 'skis', 'snowboard',
'sports ball', 'kite', 'baseball bat', 'baseball glove', 'skateboard',
'surfboard', 'tennis racket', 'bottle', 'wine glass', 'cup', 'fork',
'knife', 'spoon', 'bowl', 'banana', 'apple', 'sandwich', 'orange',
'broccoli', 'carrot', 'hot dog', 'pizza', 'donut', 'cake', 'chair',
'couch', 'potted plant', 'bed', 'dining table', 'toilet', 'tv',
'laptop', 'mouse', 'remote', 'keyboard', 'cell phone', 'microwave',
'oven', 'toaster', 'sink', 'refrigerator', 'book', 'clock', 'vase',
'scissors', 'teddy bear', 'hair drier', 'toothbrush', 'banner',
'blanket', 'branch', 'bridge', 'building-other', 'bush', 'cabinet',
'cage', 'cardboard', 'carpet', 'ceiling-other', 'ceiling-tile',
'cloth', 'clothes', 'clouds', 'counter', 'cupboard', 'curtain',
'desk-stuff', 'dirt', 'door-stuff', 'fence', 'floor-marble',
'floor-other', 'floor-stone', 'floor-tile', 'floor-wood',
'flower', 'fog', 'food-other', 'fruit', 'furniture-other', 'grass',
'gravel', 'ground-other', 'hill', 'house', 'leaves', 'light', 'mat',
'metal', 'mirror-stuff', 'moss', 'mountain', 'mud', 'napkin', 'net',
'paper', 'pavement', 'pillow', 'plant-other', 'plastic', 'platform',
'playingfield', 'railing', 'railroad', 'river', 'road', 'rock', 'roof',
'rug', 'salad', 'sand', 'sea', 'shelf', 'sky-other', 'skyscraper',
'snow', 'solid-other', 'stairs', 'stone', 'straw', 'structural-other',
'table', 'tent', 'textile-other', 'towel', 'tree', 'vegetable',
'wall-brick', 'wall-concrete', 'wall-other', 'wall-panel',
'wall-stone', 'wall-tile', 'wall-wood', 'water-other', 'waterdrops',
'window-blind', 'window-other', 'wood')

Traceback (most recent call last):
File "tools/train.py", line 161, in
main()
File "tools/train.py", line 131, in main
cfg.model, train_cfg=cfg.train_cfg, test_cfg=cfg.test_cfg)
File "/space0/yisheng/workspace/WSSS_MMSeg/mmseg/models/builder.py", line 57, in build_segmentor
return build(cfg, SEGMENTORS, dict(train_cfg=train_cfg, test_cfg=test_cfg))
File "/space0/yisheng/workspace/WSSS_MMSeg/mmseg/models/builder.py", line 32, in build
return build_from_cfg(cfg, registry, default_args)
File "/space0/yisheng/anaconda3/envs/py37pt110/lib/python3.7/site-packages/mmcv/utils/registry.py", line 171, in build_from_cfg
return obj_cls(**args)
File "/space0/yisheng/workspace/WSSS_MMSeg/mmseg/models/segmentors/encoder_decoder.py", line 37, in init
self.backbone = builder.build_backbone(backbone)
File "/space0/yisheng/workspace/WSSS_MMSeg/mmseg/models/builder.py", line 37, in build_backbone
return build(cfg, BACKBONES)
File "/space0/yisheng/workspace/WSSS_MMSeg/mmseg/models/builder.py", line 32, in build
return build_from_cfg(cfg, registry, default_args)
File "/space0/yisheng/anaconda3/envs/py37pt110/lib/python3.7/site-packages/mmcv/utils/registry.py", line 171, in build_from_cfg
return obj_cls(**args)
TypeError: init() got an unexpected keyword argument 'init_cfg'

Hello, this is my error message, it seems that the mmcv doesn't include argument 'init_cfg' in 1.1.4.
If you have changed mmcv?

RuntimeError: replicas_[0].size() == rebuilt_param_indices_.size() INTERNAL ASSERT FAILED at "/pytorch/torch/csrc/distributed/c10d/reducer.cpp":1326, please report a bug to PyTorch. rebuilt parameter indices size is not same as original model parameters size.538 versus 1076000

Hello, do you have any good suggestions for solving this problem, thank you