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Not Enough Forever | 专注于机器学习

2016 年 8 月 14 日. DMLC的ps-lite以及Petuum的bosen两者都是目前比较流行的Parameter Server计算框架的实现,PS(Parameter Server)计算框架在并行机器学习系统中被广泛使用,之前并行机器学习领域比较流行的是基于MPI的All Reduce计算框架,AR(All Reduce)计算框架下,算法需要严格同步,节点之间需要等待; 而PS不需要严格同步,通过一些方法在一定的Error Bound条件下完成异步训练。 由于是在实际中用到并行模型进行CTR预估训练,因此选择基于ps-lite的difacto以及基于bosen实现的mlr,前者是并行版本的factorization machine, 这个模型也是我在2014年参加Cretio在kaggle上举办的广告CTR预估竞赛时用过的,取得了17名的成绩,现在也被越来越多的公司在实际中使用 后者是并行版本的logistics regression模型,这个是最普遍被使用的模型。 使用yarn提交job, run yarn.sh内容为. Max data pass = 3. 修改launch.p...

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Not Enough Forever | 专注于机器学习 | doesbetter.com Reviews
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2016 年 8 月 14 日. DMLC的ps-lite以及Petuum的bosen两者都是目前比较流行的Parameter Server计算框架的实现,PS(Parameter Server)计算框架在并行机器学习系统中被广泛使用,之前并行机器学习领域比较流行的是基于MPI的All Reduce计算框架,AR(All Reduce)计算框架下,算法需要严格同步,节点之间需要等待; 而PS不需要严格同步,通过一些方法在一定的Error Bound条件下完成异步训练。 由于是在实际中用到并行模型进行CTR预估训练,因此选择基于ps-lite的difacto以及基于bosen实现的mlr,前者是并行版本的factorization machine, 这个模型也是我在2014年参加Cretio在kaggle上举办的广告CTR预估竞赛时用过的,取得了17名的成绩,现在也被越来越多的公司在实际中使用 后者是并行版本的logistics regression模型,这个是最普遍被使用的模型。 使用yarn提交job, run yarn.sh内容为. Max data pass = 3. 修改launch.p...
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Not Enough Forever | 专注于机器学习 | doesbetter.com Reviews

https://doesbetter.com

2016 年 8 月 14 日. DMLC的ps-lite以及Petuum的bosen两者都是目前比较流行的Parameter Server计算框架的实现,PS(Parameter Server)计算框架在并行机器学习系统中被广泛使用,之前并行机器学习领域比较流行的是基于MPI的All Reduce计算框架,AR(All Reduce)计算框架下,算法需要严格同步,节点之间需要等待; 而PS不需要严格同步,通过一些方法在一定的Error Bound条件下完成异步训练。 由于是在实际中用到并行模型进行CTR预估训练,因此选择基于ps-lite的difacto以及基于bosen实现的mlr,前者是并行版本的factorization machine, 这个模型也是我在2014年参加Cretio在kaggle上举办的广告CTR预估竞赛时用过的,取得了17名的成绩,现在也被越来越多的公司在实际中使用 后者是并行版本的logistics regression模型,这个是最普遍被使用的模型。 使用yarn提交job, run yarn.sh内容为. Max data pass = 3. 修改launch.p...

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soulmachine.me soulmachine.me

Deserialize a JSON String to a Binary Tree - soulmachine

http://www.soulmachine.me/blog/2015/06/22/deserialize-a-json-string-to-a-binary-tree

Deserialize a JSON String to a Binary Tree. We know that Jackson is very convenient to deserialize a JSON string into a. But how to deserialize a JSON String to a binary tree? The definition of binary tree node is as follows:. The JSON String is as follows:. Value": 2, "left": { "value": 1, "left": null, "right": null }, "right": { "value": 10, "left": { "value": 5, "left": null, "right": null }, "right": null } }. The above JSON string represents a binary tree as the following:. Value : 2, n. Left : { n.

soulmachine.me soulmachine.me

Calling C Code From Java Using JNI - soulmachine

http://www.soulmachine.me/blog/2015/07/23/calling-c-code-from-java-using-jni

Calling C Code From Java Using JNI. This blog is a fork of http:/ stuf.ro/calling-c-code-from-java-using-jni. With some errors fixed and C support added. In this tutorial we’ll be creating a Java application calling code from a native library. We’ll have a Java application called. Which will call the function. From a shared library named. Using Java Native Interface. First off, we’ll create a file named. Make the JVM aware of a function defined externally, named. Load an external library called. Alright,...

soulmachine.me soulmachine.me

About - soulmachine

http://www.soulmachine.me/about

Frank, Dai Born. 201109 — 2014.06, Master, Tsinghua University. 200807 — 2009.08, Kingsoft Security. 200801 — 2008.04, Taobao. Intern at search engine team. 200409 — 2008.07, Bachelor, Computer Science and Technology, Whuhan University. Machine Learning, Spark. Our team’s weibo group is 程序员北美求职. 新浪微群 http:/ q.weibo.com/1644133. Spark, Machine Learning, Scala, more. Calling C Code From Java Using JNI. Compile and Run Java Source Code in Memory. Deserialize a JSON String to a Binary Tree.

soulmachine.me soulmachine.me

Category: Compiler - soulmachine

http://www.soulmachine.me/blog/categories/compiler

Compile and Run Java Source Code in Memory. Spark, Machine Learning, Scala, more. Calling C Code From Java Using JNI. Compile and Run Java Source Code in Memory. Deserialize a JSON String to a Binary Tree. Deserialize a JSON Array to a Singly Linked List. Debug Hadoop Applications With IntelliJ.

soulmachine.me soulmachine.me

Category: Hadoop - soulmachine

http://www.soulmachine.me/blog/categories/hadoop

Debug Hadoop Applications With IntelliJ. Create a Hadoop Compilation and Development Environment. Spark, Machine Learning, Scala, more. Calling C Code From Java Using JNI. Compile and Run Java Source Code in Memory. Deserialize a JSON String to a Binary Tree. Deserialize a JSON Array to a Singly Linked List. Debug Hadoop Applications With IntelliJ.

soulmachine.me soulmachine.me

Restore Octopress at a New Computer - soulmachine

http://www.soulmachine.me/blog/2014/01/28/restore-octopress-at-a-new-computer

Restore Octopress at a New Computer. OS: Ubuntu 12.04 64-bit. 11 Install ruby via RVM. Curl -sSL https:/ get.rvm.io bash -s stable - ruby. 12 Integrating RVM with gnome-terminal. Are for login shell, and. Is for interactive shell, and RVM’s path is added to. So you need to set the shell as a login shell. 13 Give it a try. Exit current shell, and open a new shell,. You have successfully installed ruby. Sudo apt-get install -y python. Syntax highlighting needs Python. 3 Clone your blog to the new machine.

soulmachine.me soulmachine.me

Category: Jackson - soulmachine

http://www.soulmachine.me/blog/categories/jackson

Deserialize a JSON String to a Binary Tree. Deserialize a JSON Array to a Singly Linked List. Spark, Machine Learning, Scala, more. Calling C Code From Java Using JNI. Compile and Run Java Source Code in Memory. Deserialize a JSON String to a Binary Tree. Deserialize a JSON Array to a Singly Linked List. Debug Hadoop Applications With IntelliJ.

soulmachine.me soulmachine.me

Create a Hadoop Compilation and Development Environment - soulmachine

http://www.soulmachine.me/blog/2015/01/29/create-a-hadoop-compilation-and-development-environment

Create a Hadoop Compilation and Development Environment. If you want to read the source code of Hadoop and dig into the internals of Hadoop, then you need to know how to compile the source code and use IDEs (such as Eclipse or IntelliJ Idea) to open the projects. This blog will introduce you how to create a Hadoop build and development environment. CentOS 6.6, Oracle JDK 1.7.0 75. 1 Install Oracle JDK 7. Download jdk-7u75-linux-x64.rpm sudo yum localinstall -y ./jdk-7u75-linux-x64.rpm. If you want to run.

soulmachine.me soulmachine.me

Compile and Run Java Source Code in Memory - soulmachine

http://www.soulmachine.me/blog/2015/07/22/compile-and-run-java-source-code-in-memory

Compile and Run Java Source Code in Memory. In this blog I will show you how to compile and run Java source code on the fly in memory. In other words, use Java as a script language. Here are the three source code files. Simple interface to Java compiler using JSR 199 Compiler API. Could not get Java compiler. Please, ensure that JDK is used instead of JRE. Compile a single static method. Compile given String source and return bytecodes as a Map. Param source Java source as String. To save the compiled.

soulmachine.me soulmachine.me

Debug Hadoop Applications With IntelliJ - soulmachine

http://www.soulmachine.me/blog/2015/01/30/debug-hadoop-applications-with-intellij

Debug Hadoop Applications With IntelliJ. In my previous blog, I explained how to Create a Hadoop Compilation and Development Environment. So that you can build the Hadoop source code you get from the Apache Hadoop git repository. However, not everyone need to dig into the source code, normally more people will just call the Hadoop APIs to write a MapReduce program. When you write a MapReduce program, you rarely get it right for one time, then you need to debug your code. 1 Create a MapReduce Maven project.

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2016 年 8 月 14 日. DMLC的ps-lite以及Petuum的bosen两者都是目前比较流行的Parameter Server计算框架的实现,PS(Parameter Server)计算框架在并行机器学习系统中被广泛使用,之前并行机器学习领域比较流行的是基于MPI的All Reduce计算框架,AR(All Reduce)计算框架下,算法需要严格同步,节点之间需要等待; 而PS不需要严格同步,通过一些方法在一定的Error Bound条件下完成异步训练。 由于是在实际中用到并行模型进行CTR预估训练,因此选择基于ps-lite的difacto以及基于bosen实现的mlr,前者是并行版本的factorization machine, 这个模型也是我在2014年参加Cretio在kaggle上举办的广告CTR预估竞赛时用过的,取得了17名的成绩,现在也被越来越多的公司在实际中使用 后者是并行版本的logistics regression模型,这个是最普遍被使用的模型。 使用yarn提交job, run yarn.sh内容为. Max data pass = 3. 修改launch.p...

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