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PyTorch 张量与自动求导 — 练习

Download exercise.py

实现 mse_and_grad(x):(L=\mathrm{mean}(x^2)),返回 (loss, ∂L/∂x)。对 (x_i) 的梯度是 (2x_i/n)。

bash
cd docs/programming/pytorch/code
python exercise.py

源码位置

docs/programming/pytorch/code/exercise.py