def compare(name, structure):
# if name == 'c20ng' and structure == 'tree':
# return
rlist = []
rname = "results/%s/%s.%s" % (dirname, name, structure)
ename = "results/%s/error.%s.%s" % (dirname, name, structure)
try:
if os.path.isfile(rname + ".pkl") and os.path.isfile(rname + ".csv"):
print "skipping ", rname
return
br = gs.best_grid_point(name, structure, "grid")
t = float(br["t"])
cp = float(br["cp"])
for i in range(10):
print i, name
r = gs.eval_grid_point(structure, name, t, cp, 1)
rlist.append(r)
except Exception as e:
print "compare() caught exception: something went wrong" # at i:%d'%i
experiment.save_results(rlist, ename)
import traceback
traceback.print_exc(file=open(ename + ".tb", "w"))
raise
else:
experiment.save_results(rlist, rname)
def t_tests():
print "name\t\tdag_tst\t\t", "tree_tst\t", "dag > tree\t", " dsize", "tsize\t", "|ds|/|ts|", "dtime\t\t", "ttime\t", "dt/tt"
for name in names:
t_test(name)
if False:
pool = Pool(5)
structure = "tree"
tasks = [(n, structure) for n in names]
results = [pool.apply_async(compare, t) for t in tasks]
for r in results:
r.get()
pool.close()
pool.join()
elif True:
t_tests()
else:
for structure in ["dag", "tree"]:
print "\n\t\t\ttime\tvld_llh\t\t\tnum_nodes"
for name in names:
if name == "c20ng":
continue
br = gs.best_grid_point(name, structure, "grid")
print (name + " ")[:8], "\t", structure, "\t", int(float(br["time"])), "\t", br[
"vld_llh"
], "\t", br["num_nodes"]