def jobman_entrypoint(state, channel): jobhandler = JB.JobHandler(state, channel) for i in range(1, 13): path = state['loadpath'] + '/' + str(i) + '/files' print '---------Computing:', i, score(jobhandler, path) return
def jobman_entrypoint(state, channel): jobhandler = JB.JobHandler(state,channel) for i in range(1,41): path = state['loadpath']+'/'+str(i)+'/files' print '---------Computing:',i, #try: score(jobhandler,path) #except: # print 'File not found.' return
def jobman_entrypoint(state, channel): jobhandler = JB.JobHandler(state, channel) run(jobhandler, False) return 0
if debug != True: ne = knn( freq_idx, embedding.params['e_weights'].get_value(borrow=True)) open('files/' + fname + 'nearest.txt', 'w').write(display(ne, senna)) saveexp() sys.stdout.flush() jobman.save() saveexp() def jobman_entrypoint(state, channel): jobhandler = JB.JobHandler(state, channel) run(jobhandler, False) return 0 if __name__ == "__main__": HP_init = [('values', 'epoch', [100]), ('values', 'deviation', [.1]), ('values', 'freq', [10000]), ('values', 'hsize', [100]), ('values', 'embedsize', [50, 100, 200]), ('values', 'wsize', [5]), ('values', 'npos', [1]), ('values', 'nneg', [10]), ('values', 'lr', [0.01, .0001, .001]), ('values', 'lambda', [.1, .01]), ('values', 'margin', [1.]), ('values', 'bs', [10])] hp_sampler = hyperparams(HP_init) jobparser = JB.JobParser(jobman_entrypoint, hp_sampler)
def jobman_entrypoint(state, channel): jobhandler = JB.JobHandler(state,channel) exp = experiment(jobhandler) exp.run() return 0
def jobman_entrypoint(state, channel): jobhandler = JB.JobHandler(state, channel) msrerror( '/scratch/rifaisal/data/wiki_april_2010/WestburyLab.wikicorp.201004_vocab30k.pkl', jobhandler) return 0