Transfer Learning From Multiple Source Domains via Consensus Regularization


 
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Old 09-22-2008
Transfer Learning From Multiple Source Domains via Consensus Regularization

HPL-2008-115 Transfer Learning From Multiple Source Domains via Consensus Regularization - Luo, Ping; Zhuang, Fuzhen; Xiong, Hui; Xiong, Yuhong; He, Qing
Keyword(s): Classification, Transfer Learning, Consensus Regularization
Abstract: Recent years have witnessed an increased interest in transfer learning. Despite the vast amount of research performed in this field, there are remaining challenges in applying the knowledge learnt from multiple source domains to a target domain. First, data from multiple source domains can be semant ...
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condor_transfer_data(1) 				      General Commands Manual					   condor_transfer_data(1)

Name
       condor_transfer_data transfer - spooled data

Synopsis
       condor_transfer_data [-help -version]

       condor_transfer_data[-pool   centralmanagerhostname[:portnumber]-name  scheddname][-addr  "<a.b.c.d:port>"]  cluster...	cluster.process...
       user... -constraint expression...

       condor_transfer_data[-pool centralmanagerhostname[:portnumber]-name scheddname][-addr "<a.b.c.d:port>"] -all

Description
       condor_transfer_data causes Condor to transfer spooled data. It is meant to be used in conjunction with the -spooloption of  condor_submit,
       as in

       condor_submit -spool mysubmitfile

       Submission  of  a  job with the -spooloption causes Condor to spool all input files, the user log, and any proxy across a connection to the
       machine where the condor_schedddaemon is running. After spooling these files, the machine from which the job is	submitted  may	disconnect
       from the network or modify its local copies of the spooled files.

       When  the job finishes, the job has  JobStatus = 4, meaning that the job has completed. The output of the job is spooled, and condor_trans-
       fer_dataretrieves the output of the completed job.

Options
       -help

	  Display usage information

       -version

	  Display version information

       -pool centralmanagerhostname[:portnumber]

	  Specify a pool by giving the central manager's host name and an optional port number

       -name scheddname

	  Send the command to a machine identified by scheddname

       -addr <a.b.c.d:port>

	  Send the command to a machine located at "<a.b.c.d:port>"

       cluster

	  Transfer spooled data belonging to the specified cluster

       cluster.process

	  Transfer spooled data belonging to a specific job in the cluster

       user

	  Transfer spooled data belonging to the specified user

       -constraint expression

	  Transfer spooled data for jobs which match the job ClassAd expression constraint

       -all

	  Transfer all spooled data

Exit Status
       condor_transfer_datawill exit with a status value of 0 (zero) upon success, and it will exit with the value 1 (one) upon failure.

Author
       Condor Team, University of Wisconsin-Madison

Copyright
       Copyright (C) 1990-2012 Condor Team, Computer Sciences Department, University of  Wisconsin-Madison,  Madison,  WI.  All  Rights  Reserved.
       Licensed under the Apache License, Version 2.0.

       See the Condor Version 7.8.2 Manualor http://www.condorproject.org/licensefor additional notices. condor-admin@cs.wisc.edu

								  September 2012					   condor_transfer_data(1)