Numpy is a widely used python library. It runs on CPU mainly. Sometimes machine learning deal with a huge amount of data set. Cupy is a similar library that works on cuda GPUs. While running on GPU, it mainly speeds up the arithmetic operations on large size arrays.
Installation of Cupy:
https://cupy.chainer.org/
Comparison
Python code
https://github.com/Dragunov314/Cupy-tutorials/blob/master/tutorial.py
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