CmdLine

This class provides a parameter parsing framework which is very useful when one needs to run several experiments that rely on different parameter settings that are passed in the command line. This class will also override the default print function to direct all the output to a log file as well as screen at the same time.

A sample lua file is given below that makes use of CmdLine class.

cmd = torch.CmdLine()
cmd:text()
cmd:text()
cmd:text('Training a simple network')
cmd:text()
cmd:text('Options')
cmd:option('-seed',123,'initial random seed')
cmd:option('-booloption',false,'boolean option')
cmd:option('-stroption','mystring','string option')
cmd:text()

-- parse input params
params = cmd:parse(arg)

params.rundir = cmd:string('experiment', params, {dir=true})
paths.mkdir(params.rundir)

-- create log file
cmd:log(params.rundir .. '/log', params)

When this file is run on the th command line as follows

# th myscript.lua

It will produce the following output:

[program started on Tue Jan 10 15:33:49 2012]
[command line arguments]
booloption  false
seed    123
rundir  experiment
stroption   mystring
[----------------------]
booloption  false
seed    123
rundir  experiment
stroption   mystring

The same output will also be written to file experiment/log. Whenever one of the options are passed on the command line and is different than the default value, the rundir is name is produced to reflect the parameter setting.

# th myscript.lua -seed 456 -stroption mycustomstring

This will produce the following output:

[program started on Tue Jan 10 15:36:55 2012]
[command line arguments]
booloption  false
seed    456
rundir  experiment,seed=456,stroption=mycustomstring
stroption   mycustomstring
[----------------------]
booloption  false
seed    456
rundir  experiment,seed=456,stroption=mycustomstring
stroption   mycustomstring

and the output will be logged in experiment,seed=456,stroption=mycustomstring/log

addTime([name] [,format])

Adds a prefix to every line in the log file with the date/time in the given format with an optional name argument. The date/time format is the same as os.date(). Note that the prefix is only added to the log file, not the screen output. The default value for name is empty and the default format is '%F %T'.

The final produced output for the following command is:

> cmd:addTime('your project name','%F %T')
> print('Your log message')

2012-02-07 08:21:56[your project name]: Your log message

log(filename, parameter_table)

It sets the log filename to filename and prints the values of parameters in the parameter_table. If filename is an open file descriptor, it will write to the file instead of creating a new one.

option(name, default, help)

Stores an option argument. The name should always start with '-'.

[table] parse(arg)

Parses a given table, arg is by default the argument table that is created by lua using the command line arguments passed to the executable. Returns a table of option values.

silent()

Silences the output to standard output. The only output is written to the log file.

[string] string(prefix, params, ignore)

Returns a string representation of the options by concatenating the non-default options. ignore is a table {dir=true}, which will ensure that option named dir will be ignored while creating the string representation.

This function is useful for creating unique experiment directories that depend on the parameter settings.

text(string)

Logs a custom text message.