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distr_admm

Distributed ADMM for linear models.

Algo

System

Build & Run

1 Clone git repo
git clone http://10.210.228.76/opticlick/admm.git
2 Bootstrap the project dev environment
./bootstrap

It will download/checkout all the third-party libraries and build them.

3 Build
make && make check
4 Run locally
LD_LIBRARY_PATH=$LD_LIBRARY_PATH:$HADOOP_HOME/lib/native:$JAVA_HOME/jre/lib/amd64:$JAVA_HOME/jre/lib/amd64/server DMLC_ROLE=worker ./tracker/dmlc_local.py -n 3  --log-level DEBUG  ./admm admm.conf
5 Run on YARN

Example:

tracker/dmlc_yarn.py -n 6 --vcores 1 --log-level DEBUG -q root.megatron.baigang --jobname admm_lr --tempdir ns1/user/baigang/temp -mem 512   ./admm admm.conf

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