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README.md

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# disML_Framwork
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distributed LR, SVM
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distributed LR, SVM on tensorflow
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## cluster list
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Cluster | Master Node | Slave Node
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- | :-: | -:
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b1g1 | b1g36 | b1g1-b1g35
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b1g37 | b1g72 | b1g37-b1g71
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## how to start
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```
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cd /root/code/disML_Framwork
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python start_experiment.py {n_experiments_samples} {ml_job:
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SVM, CNN, LR}.
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Eg: python start_experiment.py 10 SVM
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```
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## how to stop task
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```
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ssh master_node
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./code/disML_Framework/bin/kill_cluster_pid.sh 1 36
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```
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## how to update code
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```
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ssh master_node
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./code/disML_Framework/bin/trans_data.sh {locsl file/dir} {target dir}
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```
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## important log file
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1. SVM_19_6_Adam_2e-05_3600_22_process.csv
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SVM: ml_job
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19: n_workers
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6: n_intra_op Adam:Optimizer
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2e-05: learning rate
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3600:batch size
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22:n_partations
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2. SVM_result.csv records the final result of SVM all jobs.
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