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Pytorch NN helpers

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Bumps [numpy](https://github.com/numpy/numpy) from 1.14.2 to 1.22.0. Release notes Sourced from numpy's releases. v1.22.0 NumPy 1.22.0 Release Notes NumPy 1.22.0 is a big release featuring the work of 153 contributors spread...

dependencies

https://github.com/bkj/basenet/blob/c61f558c7bd6341dcc1610135553c96bd7d2ca5b/examples/cifar/cifar10.py#L118-L122 What is the motivation behind computing the batch norm and relu before sending the data into the convolutional layer? In the implementation done by https://github.com/kuangliu/pytorch-cifar, the computation is done...