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
