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OpenDAS
nni
Commits
abd164c2
Unverified
Commit
abd164c2
authored
Feb 10, 2022
by
Yuge Zhang
Committed by
GitHub
Feb 10, 2022
Browse files
Bootstrapping tutorials in documentation (#4522)
parent
cc122226
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@@ -4,9 +4,17 @@
自动超参数调优
##############
自动调优是 NNI 的主要功能之一。它的工作模式是反复运行 trial 代码,每次向其提供不同的超参组合,从而对 trial 的运行结果进行调优。NNI 提供了很多流行的自动调优算法(称为 Tuner)和一些提前终止算法(称为 Assessor)。NNI 支持在多种训练平台上运行 trial,包括本机、远程服务器、Azure Machine Learning、基于 Kubernetes 的集群(如 OpenPAI、Kubeflow)等等。
自动调优是 NNI 的主要功能之一。它的工作模式是
反复运行 trial 代码,每次向其提供不同的超参组合,从而对 trial 的运行结果进行调优。
NNI 提供了很多流行的自动调优算法(称为 Tuner)和一些提前终止算法(称为 Assessor)。
NNI 支持在多种训练平台上运行 trial,包括本机、
远程服务器、Azure Machine Learning、基于 Kubernetes 的集群(如 OpenPAI、Kubeflow)等等。
NNI 具有高扩展性,用户可以根据需求实现自己的 Tuner 算法和训练平台。
其他的功能,例如模型压缩、特征工程,也可以
使用自动调优。这些我们在介绍相应功能的时候会具体介绍。
NNI 具有高扩展性,
用户可以根据需求实现自己的 Tuner 算法和训练平台。
.. toctree::
:maxdepth: 2
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@@ -8,17 +8,36 @@ Neural Network Intelligence
.. toctree::
:maxdepth: 2
:
titlesonly:
:
caption: Get Started
:hidden:
Overview
Installation <installation>
QuickStart <Tutorial/QuickStart>
Tutorials <tutorials>
.. toctree::
:maxdepth: 2
:caption: Advanced Materials
:hidden:
Overview
Auto (Hyper-parameter) Tuning <hyperparameter_tune>
Neural Architecture Search <nas>
Model Compression <model_compression>
Feature Engineering <feature_engineering>
.. toctree::
:maxdepth: 2
:caption: References
:hidden:
References <reference>
.. toctree::
:maxdepth: 2
:caption: Misc
:hidden:
Use Cases and Solutions <CommunitySharings/community_sharings>
Research and Publications <ResearchPublications>
FAQ <Tutorial/FAQ>
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24e980bd73ba5e335fba0d026916955e
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1c1500ed177d6b4badecd72037a24a30
###########################
Neural Network Intelligence
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概述<Overview>
安装 <installation>
入门<Tutorial/QuickStart>
教程<tutorials>
自动(超参数)调优 <hyperparameter_tune>
神经网络架构搜索<nas>
模型压缩<model_compression>
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