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8 个 PyTorch # PyTorch 入门教程 —— 从线性回归到神经网络
## 本章目标
- 理解动态计算图与自动微分
- 手写梯度下降 → 使用 PyTorch 的 optimizer
- 掌握 nn.Module 的模块化设计思想
- 理解损失函数与优化器的选择
## 1. 动态计算图:为什么 PyTorch 如此灵活?
**静态图(TensorFlow 1.x):** 先定义完整图 → 编译 → 运… 3% Verilog / SystemVerilog always_ff @(posedge clk or negedge rst_n) begin
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