CICADA-LEARN-ONLINE.PY(1)

NAME
cicada-learn-online.py - a tool to learn parameters in an online fashion

SYNOPSIS

cicada-learn-online.py [options]

OPTIONS

--root-dir=DIRECTORY
    root directory for outputs

--prefix=PREFIX
    prefix for outputs (default: learn)

--srcset=FILE
    training data

--refset=FILE
    reference translations

--config=CONFIG
    cicada config file

--iteration=ITERATION
    # of iterations (default: 10)

--batch=BATCH
    mini batch size (default: 8)

--weights=FILE
    initial weights

--regularize-l1=REGULARIZER
    L1 regularization

--regularize-l2=REGULARIZER
    L2 regularization

--regularize-lambda=REGULARIZER
    regularization hyperparameter

--regularize-oscar=REGULARIZER
    OSCAR regularization

--scorer=SCORER
    scorer for oracle computation (default: bleu:order=4,exact=true)

--scorer-cube=SIZE
    cube size for oracle computation (default: 30)

--learn=LEARN
    learning algorithms from [softmax, osoftmax, hinge, ohinge, el, oel, pa, mira, cw, arow, nherd, xbleu] (default: xbleu)

--learn-options=OPTION
    additional learning options

--kbest=KBEST
    kbest size (default: 0)

--forest
    forest based learning

--asynchronous
    asynchronous learning

--max-malloc=MALLOC
    maximum memory in GB (default: 8)

--cicada-dir=DIRECTORY
    cicada directory

--mpi-dir=DIRECTORY
    MPI directory

--mpi=MPI
    # of processes for MPI-based parallel processing. Identical to --np for mpirun

--mpi-host=HOSTS
    list of hosts to run job. Identical to --host for mpirun

--mpi-host-file=FILE
    host list file to run job. Identical to --hostfile for mpirun

--mpi-options=OPTION
    additional MPI options

--threads=THREADS
    # of thrads for thread-based parallel processing

--pbs
    PBS for launching processes

--pbs-queue=NAME
    PBS queue for launching processes (default: ltg)

--debug=DEBUG
    debug level

-h, --help
    show this help message and exit

EXAMPLES

SEE ALSO

AUTHOR
Taro Watanabe <taro.watanabe@nict.go.jp>