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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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+
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+ 2 . SVM_result.csv records the final result of SVM all jobs.
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