def main():
try:
params = UserInput.getUserInput('test')
ExampleLoader.loadExamples(params)
w = CacheObj.loadObject(params.modelFile)
Performance.writePerformance(params, w, params.resultFile)
Performance.printStrongAndWeakTrainError(params, w)
utils.dumpCurrentLatentVariables(params, params.latentVariableFile)
except Exception, e :
import traceback
traceback.print_exc(file=sys.stdout)
def main():
try:
params = UserInput.getUserInput('train')
ExampleLoader.loadExamples(params)
CommonApp.setExampleCosts(params)
w = None
if params.initialModelFile:
w = CacheObj.loadObject(params.initialModelFile)
else:
w = CommonApp.PsiObject(params,False)
globalSPLVars = SPLSelector.SPLVar()
if params.splParams.splMode != 'CCCP':
SPLSelector.setupSPL(params)
w = LSSVM.optimize(w, globalSPLVars, params)
CacheObj.cacheObject(params.modelFile,w)
Performance.printStrongAndWeakTrainError(params, w)
except Exception, e :
import traceback
traceback.print_exc(file=sys.stdout)