Any idea why spearmint fell over with this? I'm running on git commit ac8a37e7eac0134d7af61a2d2a06f6fa78a34c74 from Sep 29.
Fitting GP for main task...
Getting suggestion...
Minimum expected objective value under model is 0.12737 (+/- 0.01400), at location:
NAME TYPE VALUE
---- ---- -----
line_width float 0.050000
log_line_V float -1.000000
log_combo_V float -1.000000
log_combined float -1.000000
synergy_widt float 10.000000
combo_width float 0.050000
Minimum of observed values is 0.121821, at location:
NAME TYPE VALUE
---- ---- -----
line_width float 0.050000
log_line_V float -1.000000
log_combo_V float -1.000000
log_combined float -1.000000
synergy_widt float 10.000000
combo_width float 0.050000
Suggestion: NAME TYPE VALUE
---- ---- -----
line_width float 0.400000
log_line_V float 1.000000
log_combo_V float -1.000000
log_combined float -1.000000
synergy_widt float 10.829132
combo_width float 0.400000
Submitted job 3 with local scheduler (process id: 52394).
Status: 1 pending, 1 complete.
Fitting GPClassifier for NaN task...
Getting suggestion...
Suggestion: NAME TYPE VALUE
---- ---- -----
line_width float 0.312500
log_line_V float -0.500000
log_combo_V float -0.500000
log_combined float 0.500000
synergy_widt float 115.000000
combo_width float 0.137500
Submitted job 3 with local scheduler (process id: 52532).
Status: 1 pending, 1 complete.
Fitting GP for main task...
Getting suggestion...
Traceback (most recent call last):
File "spearmint/main.py", line 494, in <module>
main()
File "spearmint/main.py", line 286, in main
suggested_job = get_suggestion(chooser, resource.tasks, db, expt_dir, options, resource_name)
File "spearmint/main.py", line 361, in get_suggestion
suggested_input = chooser.suggest()
File "/home/john/Dev/AZSanger/etc/Spearmint/spearmint/choosers/default_chooser.py", line 335, in suggest
current_best, current_best_location = self.best()
File "/home/john/Dev/AZSanger/etc/Spearmint/spearmint/choosers/default_chooser.py", line 447, in best
mc = self.probabilistic_constraint(grid)
File "/home/john/Dev/AZSanger/etc/Spearmint/spearmint/choosers/default_chooser.py", line 519, in probabilistic_constraint
for c in self.constraints],
KeyError: 'NaN'
Any idea why spearmint fell over with this? I'm running on git commit ac8a37e7eac0134d7af61a2d2a06f6fa78a34c74 from Sep 29.