Pytorch can't optimize a non-leaf Tensor

本文记录 pytorch: can’t optimize a non-leaf Tensor 解决方案。

错误

运行优化时报错

from torch import optim
 
weights = torch.rand(2,1,128,416)
weights.requires_grad = True
weights = weights.cuda()
optimizer = optim.Adam([weights], lr=0.01)

• 报错： can’t optimize a non-leaf Tensor

解决方案

需要先把Tensor放入到GPU中，然后再设置Tensor.requires_grad=True。

from torch import optim
 
weights = torch.rand(2,1,128,416)
weights = weights.cuda()
weights.requires_grad = True
optimizer = optim.Adam([weights], lr=0.01)

参考资料

• https://blog.csdn.net/nkhgl/article/details/100047276

文章链接：
https://www.zywvvd.com/notes/study/deep-learning/pytorch/none-leaf-tensor/none-leaf-tensor/