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Tensors — PyTorch Tutorials 1.7.1 documentation
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 ...
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Introduction to Tensors | TensorFlow Core
Tensors are multi-dimensional arrays with a uniform type (called a dtype). You can see all supported dtypes at tf.dtypes. If you're familiar with NumPy, tensors are (kind of) like np.arrays. All tensors are immutable like Python numbers and strings: you can never update the contents of a tensor, only create a new one.
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The presence of Ig's and complement activation products in active MS lesions (11, 12) and the efficacy of therapeutic plasma exchange, or treatment with B cell–depleting antibodies, in some patients (13–15) provide circumstantial evidence for the involvement of antibodies in MS.However, the identity of antigens targeted by clinically …
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MPS tensor fails in nn_embedding with wrong error code #1084 …
When I attempt to speed it up with my M1 MBP, I can see all my different tensors in the MPS float type: [ MPSFloatType{256,256} ][ requires_grad = TRUE ] I also get torch::backends_mps_is_available == TRUE so I know that my mbp will work here. I have set my model environment variable PYTORCH_ENABLE_MPS_FALLBACK=1 but …
rTensor package
A set of tools for creation, manipulation, and modeling of tensors with arbitrary number of modes. A tensor in the context of data analysis is a multidimensional array. rTensor does this by providing a S4 class 'Tensor' that wraps around the base 'array' class. rTensor provides common tensor operations as methods, including matrix unfolding, …
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[0801.2372] Hyperbolicity of scalar-tensor theories of gravity …
Two first order strongly hyperbolic formulations of scalar-tensor theories of gravity (STT) allowing nonminimal couplings (Jordan frame) are presented along the lines of the 3+1 decomposition of spacetime. One is based on the Bona-Masso formulation while the other one employs a conformal decomposition similar to that of Baumgarte-Shapiro …
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