When run on GPUs or TPUs, JAX can replace other programs that call NumPy, but its programs run ... and computes the gradient directly from the function, whereas TensorFlow’s gradient tape ...

NumPy, the mathematical library for Python, has received its first major release since 2006 with version 2.0.0. This not only offers new functions, but also performance improvements for Intel and ...