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fix channel mismatch in new_model.py when i==1 #47

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fix channel mismatch in new_model.py when i==1 #47

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JingweiZhang12
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  1. discard useless parameter 'criterion' in Class newModel
  2. fix channel mismatch in new_model.py when i==1
  3. change the default cityscapes epoch to 90
  4. remove args.gpu_ids, replace the 'len(agrs.gpu_ids)' by 'torch.cuda.device_count()'
  5. some parameters changes considering practical training, not matter

JingweiZhang12 and others added 14 commits August 31, 2019 17:02
1. fix the error: only 11 layers are passed
2.Set cudnn.bechmark for slightly speeding up.
3. Remove unused argument.
4. epoch 0~19 train weights only and epoch 20~39 train both weights and archs.
fix channel mismatch by add self._filter_multiplier * filter_param_dict[prev_level] in new_model
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