statham-stone / multirunner Goto Github PK
View Code? Open in Web Editor NEWThis is a python package for multi-process running.
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qianfance zheng5yu9 lycfly ccolten cclauss chuyf1977 linlanggirl bright1993ff66 bohriumkwong frankblood jankinxu dgq2011 i3esn0w turpure wyn314 porfavor bigrlab yangwangsky andyshenas yanzqing leo23 irenexzwen kodakfu manutdzou xxradon shengxiaoxiao tandychao xujiameng xtxiatong wyk0517 mengrang qq604395564 superkevingit xiahui1986 ronales lx3528 seancheng1019 feitiandemiaomi scdingwork mqrshiyan yangjiaxuan1 chky txu2k8 mamougo tmactmac1992 michaelw17 malestudents muyuguo elijahahianyomultirunner's Issues
Bug found by author: if two process generate ini JUST at the same time, the ini files will be generated twice.
We have to make sure that there are only ONE process generates the ini files.
最近将加入随机搜索功能，网格搜索太慢了，欢迎PR
《Deep Learning》 11.4.3和11.4.4分别介绍了网格搜索和随机搜索。
总结一句：随机搜索能比网格搜索更快地找到良好的超参数。
并行
谢谢分享！
- 你提供的这个工具，全部内容只有一个 .py 文件？
- 在这个文件里面，没有看到multiprocessing之类的多进程调用？请问是如何实现的多进程并发？
- 能提供一个最小的使用样例么（或者完整的实际使用样例），比如在mnist什么的上面使用Pytorch调一下参数。就是一个完整的样例，能够复现的。里面包括训练集、验证集的加载等等
- 如果模型是分布式（Pytorch DDP）的，这种情况下怎么使用这个工具去调参？有什么不同吗？
- 提供了random search功能吗？怎么使用？
Typos
'prepara' is expected to be 'prepare'?
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