Pytorch Chain rules

Derivative Rules $$ \begin{aligned} &\frac{\delta E}{\delta w^1_{jk}}=\frac{\delta E}{\delta O_k^1}\frac{\delta O_k^1}{\delta w^1_{jk}}=\frac{\delta E