RuntimeError: shape '[1, 96]' is invalid for input of size 26016
时间: 2023-09-20 14:12:35 浏览: 913
这个错误通常出现在神经网络的输入形状与数据大小不匹配时。你可以检查一下输入数据的形状是否正确,例如输入数据的大小是否等于输入张量的大小。同时,你也可以检查一下网络的结构是否正确,例如网络的最后一层输出的形状是否与期望的输出形状一致。如果还有其他的细节信息,可以一起提供给我,这样我能够更好地帮助你解决问题。
相关问题
RuntimeError: shape '[1]' is invalid for input of size 2
这个错误通常发生在输入数据的维度不匹配时。在PyTorch中,张量的维度应该是一个整数的元组,用于描述张量的形状。这个错误信息的意思是,你尝试将一个大小为2的张量转换成形状为[1]的张量,这是不允许的。可能你的代码中有一个维度的错误,或者在数据处理中出现了错误。你需要检查一下你的代码,确保输入的张量的形状和你的模型的输入形状匹配。
RuntimeError: shape [-1, 784] is invalid for input of size 131072
This error message indicates that the input tensor has a shape of [-1, 784], which means that the first dimension is unknown and the second dimension is 784. However, the size of the input tensor is 131,072, which is incompatible with the specified shape.
To fix this error, you should check the input data and make sure that it has the correct shape and size. It's possible that the input data has been incorrectly formatted or preprocessed, or that the model architecture is not compatible with the input data.
You can also try adjusting the shape of the input tensor to match the size of the input data. For example, you might need to reshape the input data to have a different number of dimensions or a different size for the first dimension. Alternatively, you might need to modify the model architecture to accept a different input shape.
Overall, the best approach to fixing this error will depend on the specific details of your model and input data.