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In Tensorflow, I'd like to convert a scalar tensor to an integer. ... To convert the zero-dimensional PyTorch tensor to a Python number, ...

This question refers to latest version in master branch. When we define a Tensor object, what is the best way to retrieve one of element as scalar value ? x ...

torch.to(other, non_blocking=False, copy=False) → Tensor Returns a Tensor with same torch.dtype and torch.device as the Tensor other. When non_blocking, tries to convert asynchronously with respect to the host if possible, e.g., converting a CPU Tensor with pinned memory to a CUDA Tensor.

11.04.2018 · When we define a Tensor object, what is the best way to retrieve one of element as scalar value ? x = torch.Tensor([2, 3]) x.data[0] still returns Tensor type x.numpy()[0] gives scalar value, but with type numpy.int64 which sometimes leads to problems x.tolist()[0] returns int type. Seems for now tolist() works well.

Convert tensor to numpy: ... The next example will show that PyTorch tensor residing on CPU shares the same storage as numpy array na.

04.05.2016 · In Tensorflow, I'd like to convert a scalar tensor to an integer. Is it possible to do? I need to create a loop and the index of the loop is a scalar tensor, and inside the loop body, I want to use the index to access an entry in a tensor array.

Python answers related to “numpy scalar to torch tensor” ... pytorch tensor change dimension order · convert numpy to torch · convert torch ...

PyTorch Tensor to NumPy - Convert a PyTorch tensor to a NumPy ... Retrieve Tensor as scalar value with `Tensor.data , This question refers to latest version ...

torch.as_tensor¶ torch. as_tensor (data, dtype = None, device = None) → Tensor ¶ Convert the data into a torch.Tensor.If the data is already a Tensor with the same dtype and device, no copy will be performed, otherwise a new Tensor will be returned with computational graph retained if data Tensor has requires_grad=True.Similarly, if the data is an ndarray of the corresponding …

How do I convert a PyTorch Tensor into a python list? ... Usually, the output is scalar and hence the scalar is passed to backward as a default choice.

Example: get value of torch tensor Variable var containing: 0.9546 [torch.cuda.FloatTensor of size 1 (GPU 0)] Use var.item()

This video will show you how to fill a PyTorch tensor with a certain scalar by using the PyTorch fill operation. To get started, we import PyTorch. Then we print the PyTorch version we are using. We are using PyTorch 0.3.1.post2. Let's now initialize a PyTorch tensor with the shape of 2x4x6 using the torch.Tensor functionality, and we're going ...