KeyError
Issue #17
new
I got this error:
KeyError Traceback (most recent call last)
<ipython-input-10-a9f6024df581> in <module>()
38 smbo = SMBO(scenario=scenario, rng=1, tae_runner=taf)
39 Stats.scenario = scenario
---> 40 smbo.run(max_iters=100)
41
42 print("Final Incumbent: %s" % (smbo.incumbent))
/home/feurerm/virtualenvs/ml2016/local/lib/python2.7/site-packages/smac/smbo/smbo.pyc in run(self, max_iters)
291 run_history=self.runhistory,
292 objective=self.objective,
--> 293 time_bound=max(0.01, time_spend))
294
295 # TODO: Write run history into database
/home/feurerm/virtualenvs/ml2016/local/lib/python2.7/site-packages/smac/smbo/intensification.pyc in intensify(self, challengers, incumbent, run_history, objective, time_bound)
226 chall_inst_seeds = set(map(lambda x: (
227 x.instance, x.seed), run_history.get_runs_for_config(challenger)))
--> 228 chal_perf = objective(challenger, run_history, chall_inst_seeds)
229 run_history.update_cost(challenger, chal_perf)
230
/home/feurerm/virtualenvs/ml2016/local/lib/python2.7/site-packages/smac/smbo/objective.pyc in average_cost(config, run_history, instance_seed_pairs)
116 float
117 """
--> 118 return np.mean(_cost(config, run_history, instance_seed_pairs))
119
120 def sum_cost(config, run_history, instance_seed_pairs=None):
/home/feurerm/virtualenvs/ml2016/local/lib/python2.7/site-packages/smac/smbo/objective.pyc in _cost(config, run_history, instance_seed_pairs)
93 for i, r in instance_seed_pairs:
94 k = run_history.RunKey(id_, i, r)
---> 95 costs.append(run_history.data[k].cost)
96 return costs
97
KeyError: RunKey(config_id=36, instance_id='2', seed=931243971)
I'll try to reproduce this.