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rurubaobao shenqi011

pspnet_voc's Issues

about the learning rate of snapshot.

Do you forget to update the learning rate when you reuse the snapshot? I mean, although you reuse the loss and epoch, but the learning rate is still start-lr.

Issue while training

Hi, I tried running the train function and came across this error

  File "train.py", line 150, in <module>
    train()
  File "/scratch/gd1302/miniconda3/envs/cv/lib/python3.6/site-packages/click/core.py", line 829, in __call__
    return self.main(*args, **kwargs)
  File "/scratch/gd1302/miniconda3/envs/cv/lib/python3.6/site-packages/click/core.py", line 782, in main
    rv = self.invoke(ctx)
  File "/scratch/gd1302/miniconda3/envs/cv/lib/python3.6/site-packages/click/core.py", line 1066, in invoke
    return ctx.invoke(self.callback, **ctx.params)
  File "/scratch/gd1302/miniconda3/envs/cv/lib/python3.6/site-packages/click/core.py", line 610, in invoke
    return callback(*args, **kwargs)
  File "train.py", line 114, in train
    for i,(x, y, y_cls) in enumerate(train_loader):
  File "/scratch/gd1302/miniconda3/envs/cv/lib/python3.6/site-packages/torch/utils/data/dataloader.py", line 345, in __next__
    data = self._next_data()
  File "/scratch/gd1302/miniconda3/envs/cv/lib/python3.6/site-packages/torch/utils/data/dataloader.py", line 385, in _next_data
    data = self._dataset_fetcher.fetch(index)  # may raise StopIteration
  File "/scratch/gd1302/miniconda3/envs/cv/lib/python3.6/site-packages/torch/utils/data/_utils/fetch.py", line 44, in fetch
    data = [self.dataset[idx] for idx in possibly_batched_index]
  File "/scratch/gd1302/miniconda3/envs/cv/lib/python3.6/site-packages/torch/utils/data/_utils/fetch.py", line 44, in <listcomp>
    data = [self.dataset[idx] for idx in possibly_batched_index]
  File "/scratch/gd1302/pspnet/PSPNet_VOC/voc_loader.py", line 101, in __getitem__
    cls = self.getcls(lbl)
  File "/scratch/gd1302/pspnet/PSPNet_VOC/voc_loader.py", line 108, in getcls
    cls = np.zeros((21),dtype=int)
IndexError: index 21 is out of bounds for axis 0 with size 21

Do you know what could be causing this?

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