Simple understanding of Tensor
If you are exploring Machine Learning and Deep Learning, you will see “Tensor“ appear “everywhere“ in life. What is Tensor? A tensor is a away to represent data, it helps machines can understand complex data. In traditional programing, a variable can store string, number, bool and array. But tensors do much more than that like videos, audio, times series, graph and more. If you see a bottle, can you store a bottle in a tensor. Basically inside tensors are matrices and matrix like a 2-dimensional array. Types of Tensor 0D tensor - Scalar 1D tensor - Vector 2D tensor - Matrix 3D tensor 4D tensor … complex and more Tensor, CPU and GPU Tensor can be stored on both CPU(Central Processing Unit) and GPU(Graphics Processing Unit). Calculations in the computer will be processed on the CPU, however for large tensors, processing on CPU will reduce performance. At this point we need the GPU to increase performance. GPU (Graphics Processing Unit) is designed to process thousands to millions of para...