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Title: python_developer_tools/python_developer_tools/cv/optimizer at main · HuiZhaozh/python_developer_tools · GitHub

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Description: python_developer_tools. Contribute to HuiZhaozh/python_developer_tools development by creating an account on GitHub.

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Opengraph URL: https://github.com/HuiZhaozh/python_developer_tools/tree/main/python_developer_tools/cv/optimizer

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	https://github.com/HuiZhaozh/python_developer_tools
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cv	https://github.com/HuiZhaozh/python_developer_tools/tree/main/python_developer_tools/cv
History	https://github.com/HuiZhaozh/python_developer_tools/commits/main/python_developer_tools/cv/optimizer
	https://github.com/HuiZhaozh/python_developer_tools/commits/main/python_developer_tools/cv/optimizer
python_developer_tools	https://github.com/HuiZhaozh/python_developer_tools/tree/main
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cv	https://github.com/HuiZhaozh/python_developer_tools/tree/main/python_developer_tools/cv
..	https://github.com/HuiZhaozh/python_developer_tools/tree/main/python_developer_tools/cv
ranger21	https://github.com/HuiZhaozh/python_developer_tools/tree/main/python_developer_tools/cv/optimizer/ranger21
ranger21	https://github.com/HuiZhaozh/python_developer_tools/tree/main/python_developer_tools/cv/optimizer/ranger21
torchlars	https://github.com/HuiZhaozh/python_developer_tools/tree/main/python_developer_tools/cv/optimizer/torchlars
torchlars	https://github.com/HuiZhaozh/python_developer_tools/tree/main/python_developer_tools/cv/optimizer/torchlars
Adagrad.png	https://github.com/HuiZhaozh/python_developer_tools/blob/main/python_developer_tools/cv/optimizer/Adagrad.png
Adagrad.png	https://github.com/HuiZhaozh/python_developer_tools/blob/main/python_developer_tools/cv/optimizer/Adagrad.png
Adam.png	https://github.com/HuiZhaozh/python_developer_tools/blob/main/python_developer_tools/cv/optimizer/Adam.png
Adam.png	https://github.com/HuiZhaozh/python_developer_tools/blob/main/python_developer_tools/cv/optimizer/Adam.png
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RAdam.py	https://github.com/HuiZhaozh/python_developer_tools/blob/main/python_developer_tools/cv/optimizer/RAdam.py
RAdam.py	https://github.com/HuiZhaozh/python_developer_tools/blob/main/python_developer_tools/cv/optimizer/RAdam.py
README.md	https://github.com/HuiZhaozh/python_developer_tools/blob/main/python_developer_tools/cv/optimizer/README.md
README.md	https://github.com/HuiZhaozh/python_developer_tools/blob/main/python_developer_tools/cv/optimizer/README.md
Ranger.py	https://github.com/HuiZhaozh/python_developer_tools/blob/main/python_developer_tools/cv/optimizer/Ranger.py
Ranger.py	https://github.com/HuiZhaozh/python_developer_tools/blob/main/python_developer_tools/cv/optimizer/Ranger.py
SGD.png	https://github.com/HuiZhaozh/python_developer_tools/blob/main/python_developer_tools/cv/optimizer/SGD.png
SGD.png	https://github.com/HuiZhaozh/python_developer_tools/blob/main/python_developer_tools/cv/optimizer/SGD.png
utils.py	https://github.com/HuiZhaozh/python_developer_tools/blob/main/python_developer_tools/cv/optimizer/utils.py
utils.py	https://github.com/HuiZhaozh/python_developer_tools/blob/main/python_developer_tools/cv/optimizer/utils.py
README.md	https://github.com/HuiZhaozh/python_developer_tools/tree/main/python_developer_tools/cv/optimizer#readme
	https://github.com/HuiZhaozh/python_developer_tools/tree/main/python_developer_tools/cv/optimizer#sgd
	https://github.com/HuiZhaozh/python_developer_tools/blob/main/python_developer_tools/cv/optimizer/SGD.png
	https://github.com/HuiZhaozh/python_developer_tools/tree/main/python_developer_tools/cv/optimizer#code
	https://github.com/HuiZhaozh/python_developer_tools/tree/main/python_developer_tools/cv/optimizer#asgd平均随机梯度下降算法
	https://github.com/HuiZhaozh/python_developer_tools/tree/main/python_developer_tools/cv/optimizer#code-1
	https://github.com/HuiZhaozh/python_developer_tools/tree/main/python_developer_tools/cv/optimizer#adagrad
	https://github.com/HuiZhaozh/python_developer_tools/blob/main/python_developer_tools/cv/optimizer/Adagrad.png
	https://github.com/HuiZhaozh/python_developer_tools/tree/main/python_developer_tools/cv/optimizer#code-2
	https://github.com/HuiZhaozh/python_developer_tools/tree/main/python_developer_tools/cv/optimizer#adadelta自适应学习率调整
	https://github.com/HuiZhaozh/python_developer_tools/tree/main/python_developer_tools/cv/optimizer#code-3
	https://github.com/HuiZhaozh/python_developer_tools/tree/main/python_developer_tools/cv/optimizer#rmsprop
	https://github.com/HuiZhaozh/python_developer_tools/tree/main/python_developer_tools/cv/optimizer#code-4
	https://github.com/HuiZhaozh/python_developer_tools/tree/main/python_developer_tools/cv/optimizer#adam自适应矩估计
	https://github.com/HuiZhaozh/python_developer_tools/blob/main/python_developer_tools/cv/optimizer/Adam.png
	https://github.com/HuiZhaozh/python_developer_tools/tree/main/python_developer_tools/cv/optimizer#code-5
	https://github.com/HuiZhaozh/python_developer_tools/tree/main/python_developer_tools/cv/optimizer#adamax
	https://github.com/HuiZhaozh/python_developer_tools/tree/main/python_developer_tools/cv/optimizer#code-6
	https://github.com/HuiZhaozh/python_developer_tools/tree/main/python_developer_tools/cv/optimizer#sparseadam
	https://github.com/HuiZhaozh/python_developer_tools/tree/main/python_developer_tools/cv/optimizer#code-7
	https://github.com/HuiZhaozh/python_developer_tools/tree/main/python_developer_tools/cv/optimizer#l-bfgs
	https://github.com/HuiZhaozh/python_developer_tools/tree/main/python_developer_tools/cv/optimizer#code-8
	https://github.com/HuiZhaozh/python_developer_tools/tree/main/python_developer_tools/cv/optimizer#rprop弹性反向传播算法
	https://github.com/HuiZhaozh/python_developer_tools/tree/main/python_developer_tools/cv/optimizer#code-9
	https://github.com/HuiZhaozh/python_developer_tools/tree/main/python_developer_tools/cv/optimizer#adamw
	https://github.com/HuiZhaozh/python_developer_tools/tree/main/python_developer_tools/cv/optimizer#code-10
	https://github.com/HuiZhaozh/python_developer_tools/tree/main/python_developer_tools/cv/optimizer#lookahead
paper	https://arxiv.org/abs/1907.08610
	https://github.com/HuiZhaozh/python_developer_tools/tree/main/python_developer_tools/cv/optimizer#paper
radam	https://github.com/HuiZhaozh/python_developer_tools/blob/main/python_developer_tools/cv/optimizer/RAdam.py
	https://github.com/HuiZhaozh/python_developer_tools/tree/main/python_developer_tools/cv/optimizer#radam
paper	https://arxiv.org/abs/1908.03265
	https://github.com/HuiZhaozh/python_developer_tools/tree/main/python_developer_tools/cv/optimizer#paper-1
作者源码	https://github.com/LiyuanLucasLiu/RAdam
讲解参考	https://lessw.medium.com/new-state-of-the-art-ai-optimizer-rectified-adam-radam-5d854730807b
	https://github.com/HuiZhaozh/python_developer_tools/blob/main/python_developer_tools/cv/optimizer/RAdam.jpeg
	https://github.com/HuiZhaozh/python_developer_tools/tree/main/python_developer_tools/cv/optimizer#code-11
ranger	https://github.com/HuiZhaozh/python_developer_tools/blob/main/python_developer_tools/cv/optimizer/Ranger.py
	https://github.com/HuiZhaozh/python_developer_tools/tree/main/python_developer_tools/cv/optimizer#ranger
代码	https://github.com/lessw2020/Ranger-Deep-Learning-Optimizer
代码2	https://github.com/lessw2020/Ranger21
本地代码	https://github.com/HuiZhaozh/python_developer_tools/blob/main/python_developer_tools/cv/optimizer/Ranger21
	https://github.com/HuiZhaozh/python_developer_tools/blob/main/python_developer_tools/cv/optimizer/ranger21/ranger21.jpg
本地代码2	https://github.com/HuiZhaozh/python_developer_tools/blob/main/python_developer_tools/cv/optimizer/Ranger.py
	https://github.com/HuiZhaozh/python_developer_tools/tree/main/python_developer_tools/cv/optimizer#code-12
	https://github.com/HuiZhaozh/python_developer_tools/tree/main/python_developer_tools/cv/optimizer#lars
介绍	https://www.jianshu.com/p/e430620d3acf
提升	https://github.com/mgrankin/over9000
GC	https://arxiv.org/abs/2004.01461
也取得了比Ranger好的效果	https://github.com/lessw2020/Ranger-Deep-Learning-Optimizer
Fast SWA	https://arxiv.org/abs/1806.05594
paper	https://arxiv.org/abs/1708.03888
	https://github.com/HuiZhaozh/python_developer_tools/tree/main/python_developer_tools/cv/optimizer#paper-2
code	https://github.com/kakaobrain/torchlars
	https://github.com/HuiZhaozh/python_developer_tools/tree/main/python_developer_tools/cv/optimizer#code-13
本地代码	https://github.com/HuiZhaozh/python_developer_tools/blob/main/python_developer_tools/cv/optimizer/torchlars
utils	https://github.com/HuiZhaozh/python_developer_tools/blob/main/python_developer_tools/cv/optimizer/utils.py
	https://github.com/HuiZhaozh/python_developer_tools/tree/main/python_developer_tools/cv/optimizer#utils
	https://github.com/HuiZhaozh/python_developer_tools/tree/main/python_developer_tools/cv/optimizer#参考链接
https://www.zhihu.com/question/340834465	https://www.zhihu.com/question/340834465
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