Open hezj-opt opened 1 year ago
https://hezj-opt.github.io/Deep-Learning/%E6%9D%8E%E5%AE%8F%E6%AF%85%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0/%E6%9D%8E%E5%AE%8F%E6%AF%85%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0-%E4%B8%BA%E4%BB%80%E4%B9%88%E8%AE%AD%E7%BB%83%E4%BC%9A%E5%A4%B1%E8%B4%A5/
Training loss很高
这时发生了什么 训练方法
Batch
Batch对训练效率影响 Batch对训练效果影响
Momentum Learning rate Loss function
Training data的loss很小
过拟合
调整模型复杂度 添加更多数据
https://hezj-opt.github.io/Deep-Learning/%E6%9D%8E%E5%AE%8F%E6%AF%85%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0/%E6%9D%8E%E5%AE%8F%E6%AF%85%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0-%E4%B8%BA%E4%BB%80%E4%B9%88%E8%AE%AD%E7%BB%83%E4%BC%9A%E5%A4%B1%E8%B4%A5/
Training loss很高
这时发生了什么 训练方法
Batch
Batch对训练效率影响 Batch对训练效果影响
Momentum Learning rate Loss function
Training data的loss很小
过拟合
调整模型复杂度 添加更多数据