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Tensor – obiekt matematyczny będący uogólnieniem pojęcia wektora. Zbiór wszystkich tensorów wraz z działaniami dodawania i mnożenia przez skalar nazywa się przestrzenią tensorową. Tensory, podobnie jak wektory, mogą być swobodne i zaczepione.
15 sie 2024 · All tensors are immutable like Python numbers and strings: you can never update the contents of a tensor, only create a new one. Basics. First, create some basic tensors. Here is a "scalar" or "rank-0" tensor . A scalar contains a single value, and no "axes".
In mathematics, a tensor is an algebraic object that describes a multilinear relationship between sets of algebraic objects related to a vector space. Tensors may map between different objects such as vectors, scalars, and even other tensors.
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2 sty 2020 · A tensor space is a vector space $T$ equipped with a linear representation \(\langle \cdot |:T\to V_0\oslash\cdots \oslash V_{\ell}\) into the space $V_0\oslash\cdots\oslash V_{\ell}$ of multilinear maps with reference frame $V_0,\ldots,V_{\ell}$. Tensors are elements of tensor spaces.
Tensors are a specialized data structure that are very similar to arrays and matrices. In PyTorch, we use tensors to encode the inputs and outputs of a model, as well as the model’s parameters. Tensors are similar to NumPy’s ndarrays, except that tensors can run on GPUs or other hardware accelerators. In fact, tensors and NumPy arrays can ...
In PyTorch, we use tensors to encode the inputs and outputs of a model, as well as the model’s parameters. Tensors are similar to NumPy’s ndarrays, except that tensors can run on GPUs or other specialized hardware to accelerate computing.
