RuntimeError: “nll_loss_forward_reduce_cuda_kernel_2d_index“ not implemented for ‘Int‘

Traceback (most recent call last):
  File "E:/relate_code/Gaitpart-master/main.py", line 149, in <module>
    train_model()
  File "E:/relate_code/Gaitpart-master/main.py", line 98, in train_model
    loss = criterion(outputs, labels)
  File "C:\Anaconda3\envs\gaitpart\lib\site-packages\torch\nn\modules\module.py", line 1110, in _call_impl
    return forward_call(*input, **kwargs)
  File "C:\Anaconda3\envs\gaitpart\lib\site-packages\torch\nn\modules\loss.py", line 1163, in forward
    return F.cross_entropy(input, target, weight=self.weight,
  File "C:\Anaconda3\envs\gaitpart\lib\site-packages\torch\nn\functional.py", line 2996, in cross_entropy
    return torch._C._nn.cross_entropy_loss(input, target, weight, _Reduction.get_enum(reduction), ignore_index, label_smoothing)
RuntimeError: "nll_loss_forward_reduce_cuda_kernel_2d_index" not implemented for 'Int'

loss计算时,数据类型出错,将:

loss = criterion(outputs, labels)

修改为:

loss = criterion(outputs, labels.long())

即可解决!

参考链接:https://wanghao.blog.csdn.net/article/details/123503587?spm=1001.2101.3001.6650.1&utm_medium=distribute.pc_relevant.none-task-blog-2%7Edefault%7ECTRLIST%7ERate-1.pc_relevant_antiscanv2&depth_1-utm_source=distribute.pc_relevant.none-task-blog-2%7Edefault%7ECTRLIST%7ERate-1.pc_relevant_antiscanv2&utm_relevant_index=2

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