Pytorch Error Runtimeerror Input Type - Latest Information & Updates 2026

Web Reference: Nov 23, 2019 · RuntimeError: Input type (torch.FloatTensor) and weight type (torch.cuda.FloatTensor) should be the same. You get this error because your model is on the GPU, but your data is on the CPU. So, you need to send your input tensors to the GPU. Or like this, to stay consistent with the rest of your code: Oct 22, 2024 · I set the input as half and also print out the dtype of the input, it did show that the input dtype is torch.cuda.HalfTensor, but I don’t know why I still got the error stated in the title. Dec 15, 2024 · The error stems from a mismatch between the types of tensors used in your models. Essentially, when you define your model, it expects input tensors and parameter tensors (like weights) to be of the same type.

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