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RuntimeError: one of the variables needed for gradient computation has been modified by an inplace

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RuntimeError: one of the variables needed for gradient computation has been modified by an inplace

报错:

RuntimeError: one of the variables needed for gradient computation has been modified by an inplace operation: [torch.FloatTensor [544, 768]], which is output 0 of ViewBackward, is at version 1; expected version 0 instead. 

Hint: enable anomaly detection to find the operation that failed to compute its gradient, with torch.autograd.set_detect_anomaly(True).
 

解决方法:

报错原因是因为我在搭建网络模型时,残差相加的代码是这样写的: x += y

但是在pytorch中这样写会有问题, 改成: x = x+y就好了

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