![]() ![]() Most frameworks such as TensorFlow, Theano, Caffe, and CNTK have a static view of the world. ![]() PyTorch has a unique way of building neural networks: using and replaying a tape recorder. Such as slicing, indexing, mathematical operations, linear algebra, reductions.Īnd they are fast! Dynamic Neural Networks: Tape-Based Autograd We provide a wide variety of tensor routines to accelerate and fit your scientific computation needs ![]() PyTorch provides Tensors that can live either on the CPU or the GPU and accelerates the If you use NumPy, then you have used Tensors (a.k.a.
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