Raincoat
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Can only run the HAR dataset; encountering errors when running other datasets.
For the Sleep-EDF dataset, the following error is reported:
Traceback (most recent call last):
File "/media/qiu/DataDisk/yue/Raincoat-main (1)/Raincoat-main/main.py", line 37, in
File "/home/qiu/anaconda3/envs/sleepstage/lib/python3.7/site-packages/torch/nn/modules/module.py", line 1194, in _call_impl
return forward_call(*input, **kwargs)
File "/media/qiu/DataDisk/yue/Raincoat-main (1)/Raincoat-main/algorithms/RAINCOAT.py", line 110, in forward
ef = F.relu(self.bn_freq(self.avg(ef).squeeze()))
File "/home/qiu/anaconda3/envs/sleepstage/lib/python3.7/site-packages/torch/nn/modules/module.py", line 1194, in _call_impl
return forward_call(*input, **kwargs)
File "/home/qiu/anaconda3/envs/sleepstage/lib/python3.7/site-packages/torch/nn/modules/batchnorm.py", line 182, in forward
self.eps,
File "/home/qiu/anaconda3/envs/sleepstage/lib/python3.7/site-packages/torch/nn/functional.py", line 2451, in batch_norm
input, weight, bias, running_mean, running_var, training, momentum, eps, torch.backends.cudnn.enabled
RuntimeError: running_mean should contain 100 elements not 600
For the HHAR dataset, the following error is reported:
Traceback (most recent call last):
File "/media/qiu/DataDisk/yue/Raincoat-main (1)/Raincoat-main/main.py", line 37, in
For the WISDM dataset, the following error is reported:
Traceback (most recent call last):
File "/media/qiu/DataDisk/yue/Raincoat-main (1)/Raincoat-main/main.py", line 37, in
Could you please clarify whether there are any parameters that haven't been set, or if there might be some other reasons for this issue?