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Add Docs for Tuning Systems with NNI #1715
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xuehui1991
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Nov 7, 2019
README.md
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| @@ -327,6 +327,7 @@ Maybe you want to read: | |||
| * [Implement TrainingService in NNI](docs/en_US/TrainingService/HowToImplementTrainingService.md) | |||
| * [Use Genetic Algorithm to find good model architectures for Reading Comprehension task](docs/en_US/TrialExample/SquadEvolutionExamples.md) | |||
| * [Advanced Neural Architecture Search](docs/en_US/AdvancedFeature/AdvancedNas.md) | |||
| * [Automatically tune systems with NNI](docs/en_US/Tutorial/TuningSystems.md) | |||
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“Automatically tune"--> "Automatically tuning"?
README_zh_CN.md
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| @@ -314,6 +314,7 @@ You can use these commands to get more information about the experiment | |||
| * [实现 NNI 训练平台](docs/zh_CN/TrainingService/HowToImplementTrainingService.md) | |||
| * [使用进化算法为阅读理解任务找到好模型](docs/zh_CN/TrialExample/SquadEvolutionExamples.md) | |||
| * [高级神经网络架构搜索](docs/zh_CN/AdvancedFeature/AdvancedNas.md) | |||
| * [为系统自动调参](docs/zh_CN/Tutorial/TuningSystems.md) | |||
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I think you could leave the Chinese doc and let Teacher Song to change it.
docs/en_US/Tutorial/TuningSystems.md
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| @@ -0,0 +1,8 @@ | |||
| # Automatically tune systems with NNI | |||
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Do not put in Tutorial. You could put into "Advanced Feature" folder
docs/en_US/Tutorial/TuningSystems.md
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| # Automatically tune systems with NNI | |||
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| As computer systems and networking get increasingly complicated, optimizing them manually with explicit rules and heuristics becomes harder than ever before, sometimes impossible. At Microsoft Research Asia, our AutoSys project applies learning techniques provided by NNI to large-scale system performance tuning. Based on AutoSys, we have built a tool to help many crucial system scenarios within Microsoft. These scenarios include multimedia search for Bing (e.g., tail latency reduced by up to ~40%, and capacity increased by up to ~30%), job scheduling for Bing Ads (e.g., tail latency reduced by up to ~13%), and so on. | |||
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Due the nni is an opensource project, I think we don't need to Mention "MSR...Autosys project"...
You could delete it "At Microsoft Research Asia, our AutoSys project applies learning techniques provided by NNI to large-scale system performance tuning."
Also delete " These scenarios include multimedia search for Bing (e.g., tail latency reduced by up to ~40%, and capacity increased by up to ~30%), job scheduling for Bing Ads (e.g., tail latency reduced by up to ~13%), and so on"
scarlett2018
approved these changes
Nov 7, 2019
QuanluZhang
approved these changes
Nov 7, 2019
xuehui1991
approved these changes
Nov 7, 2019
| @@ -359,4 +359,4 @@ You can use these commands to get more information about the experiment | |||
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| ## **许可协议** | |||
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| 代码库遵循 [MIT 许可协议](LICENSE) | |||
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