What are named tensors in pytorch

This recipe explains what are named tensors in pytorch

Recipe Objective

What are named tensors in pytorch?

This function will allow users give explicit names to the tensor dimensions, the operations that take dimension parameters will accept dimension names. In this function the names are also being used to automatically check that APIs are being used correctly at runtime, providing extra safety. These are also can be used to rename the dimensions.

Build Expedia Hotel Recommendation System using Machine Learning

Step 1 - Import library

import torch

Step 2 - Named tensor

name = torch.ones(3,3, names=("T","E"))
name

tensor([[1., 1., 1.],
        [1., 1., 1.],
        [1., 1., 1.]], names=('T', 'E'))

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