- 16:49:00.800068 DEBUG: ------ Optimizing hyperparameters ------ - 16:49:00.800093 DEBUG: Initial hyper parameters: [3](-6,nan,1) - 16:49:00.806926 DEBUG: 1st opt 90-> [3](-6,1,1) f() ->-6.67579 - 16:49:00.806988 DEBUG: Final hyper parameters: [3](-6,1,1) - 16:49:00.807076 INFO: Iteration: 21 of 30 | Total samples: 26 - 16:49:00.807093 INFO: Query: [8](0,1,1,0,0,1,1,1) - 16:49:00.807112 INFO: Query outcome: 0.0076 - 16:49:00.807128 INFO: Best query: [8](0,1,1,0,1,1,1,0) - 16:49:00.807146 INFO: Best outcome: 0 - 16:49:00.807924 DEBUG: ------ Optimizing criteria ------ - 16:49:00.814805 DEBUG: ------ Optimizing hyperparameters ------ - 16:49:00.814837 DEBUG: Initial hyper parameters: [3](-6,-inf,1) - 16:49:00.822047 DEBUG: 1st opt 90-> [3](-6,-2.5,1) f() ->-6.99915 - 16:49:00.822142 DEBUG: Final hyper parameters: [3](-6,-2.5,1) - 16:49:00.822572 INFO: Iteration: 22 of 30 | Total samples: 27 - 16:49:00.822591 INFO: Query: [8](0,0,1,0,0,1,1,0) - 16:49:00.822611 INFO: Query outcome: 0.0046 - 16:49:00.822627 INFO: Best query: [8](0,1,1,0,1,1,1,0) - 16:49:00.822645 INFO: Best outcome: 0 - 16:49:00.823372 DEBUG: ------ Optimizing criteria ------ - 16:49:00.830429 DEBUG: ------ Optimizing hyperparameters ------ - 16:49:00.830454 DEBUG: Initial hyper parameters: [3](-6,nan,1) - 16:49:00.838201 DEBUG: 1st opt 90-> [3](-6,1,1) f() ->-7.32001 - 16:49:00.838291 DEBUG: Final hyper parameters: [3](-6,1,1) - 16:49:00.838415 INFO: Iteration: 23 of 30 | Total samples: 28 - 16:49:00.838431 INFO: Query: [8](1,1,1,0,0,1,1,0) - 16:49:00.838450 INFO: Query outcome: 0.0065 - 16:49:00.838467 INFO: Best query: [8](0,1,1,0,1,1,1,0) - 16:49:00.838485 INFO: Best outcome: 0 - 16:49:00.839255 DEBUG: ------ Optimizing criteria ------ - 16:49:00.846492 DEBUG: ------ Optimizing hyperparameters ------ - 16:49:00.846524 DEBUG: Initial hyper parameters: [3](-6,-inf,1) - 16:49:00.860997 DEBUG: 1st opt 90-> [3](-6,-2.5,1) f() ->-7.6383 - 16:49:00.862403 DEBUG: Final hyper parameters: [3](-6,-2.5,1) - 16:49:00.862531 INFO: Iteration: 24 of 30 | Total samples: 29 - 16:49:00.862911 INFO: Query: [8](0,1,1,0,0,1,0,0) - 16:49:00.862935 INFO: Query outcome: 0.0125 - 16:49:00.862952 INFO: Best query: [8](0,1,1,0,1,1,1,0) - 16:49:00.862970 INFO: Best outcome: 0 - 16:49:00.865977 DEBUG: ------ Optimizing criteria ------ - 16:49:00.880700 DEBUG: ------ Optimizing hyperparameters ------ - 16:49:00.880727 DEBUG: Initial hyper parameters: [3](-6,nan,1) - 16:49:00.889801 DEBUG: 1st opt 90-> [3](-6,1,1) f() ->-7.96286 - 16:49:00.889872 DEBUG: Final hyper parameters: [3](-6,1,1) - 16:49:00.889982 INFO: Iteration: 25 of 30 | Total samples: 30 - 16:49:00.889999 INFO: Query: [8](1,0,1,0,1,1,1,0) - 16:49:00.890017 INFO: Query outcome: 0.0048 - 16:49:00.890033 INFO: Best query: [8](0,1,1,0,1,1,1,0) - 16:49:00.890052 INFO: Best outcome: 0 - 16:49:00.890876 DEBUG: ------ Optimizing criteria ------ - 16:49:00.898615 DEBUG: ------ Optimizing hyperparameters ------ - 16:49:00.898648 DEBUG: Initial hyper parameters: [3](-6,-inf,1) - 16:49:00.908011 DEBUG: 1st opt 90-> [3](-6,-2.5,1) f() ->-8.28236 - 16:49:00.908094 DEBUG: Final hyper parameters: [3](-6,-2.5,1) - 16:49:00.908210 INFO: Iteration: 26 of 30 | Total samples: 31 - 16:49:00.908226 INFO: Query: [8](1,1,0,0,1,1,1,0) - 16:49:00.908244 INFO: Query outcome: 0.0155 - 16:49:00.908259 INFO: Best query: [8](0,1,1,0,1,1,1,0) - 16:49:00.908277 INFO: Best outcome: 0 - 16:49:00.909107 DEBUG: ------ Optimizing criteria ------ - 16:49:00.916864 DEBUG: ------ Optimizing hyperparameters ------ - 16:49:00.916896 DEBUG: Initial hyper parameters: [3](-6,nan,1) - 16:49:00.927044 DEBUG: 1st opt 90-> [3](-6,1,1) f() ->-8.60571 - 16:49:00.927120 DEBUG: Final hyper parameters: [3](-6,1,1) - 16:49:00.927242 INFO: Iteration: 27 of 30 | Total samples: 32 - 16:49:00.927257 INFO: Query: [8](0,0,1,0,0,1,1,1) - 16:49:00.927276 INFO: Query outcome: 0.0096 - 16:49:00.927290 INFO: Best query: [8](0,1,1,0,1,1,1,0) - 16:49:00.927309 INFO: Best outcome: 0 - 16:49:00.928156 DEBUG: ------ Optimizing criteria ------ - 16:49:00.936071 DEBUG: ------ Optimizing hyperparameters ------ - 16:49:00.936109 DEBUG: Initial hyper parameters: [3](-6,-inf,1) - 16:49:00.946646 DEBUG: 1st opt 90-> [3](-6,-2.5,1) f() ->-8.92731 - 16:49:00.946712 DEBUG: Final hyper parameters: [3](-6,-2.5,1) - 16:49:00.946838 INFO: Iteration: 28 of 30 | Total samples: 33 - 16:49:00.946853 INFO: Query: [8](0,0,1,0,0,1,0,0) - 16:49:00.946872 INFO: Query outcome: 0.0181 - 16:49:00.946886 INFO: Best query: [8](0,1,1,0,1,1,1,0) - 16:49:00.946904 INFO: Best outcome: 0 - 16:49:00.947711 DEBUG: ------ Optimizing criteria ------ - 16:49:00.956033 DEBUG: ------ Optimizing hyperparameters ------ - 16:49:00.956062 DEBUG: Initial hyper parameters: [3](-6,nan,1) - 16:49:00.967183 DEBUG: 1st opt 90-> [3](-6,1,1) f() ->-9.25094 - 16:49:00.967245 DEBUG: Final hyper parameters: [3](-6,1,1) - 16:49:00.967376 INFO: Iteration: 29 of 30 | Total samples: 34 - 16:49:00.967392 INFO: Query: [8](1,1,1,0,1,1,1,1) - 16:49:00.967411 INFO: Query outcome: 0.008 - 16:49:00.967428 INFO: Best query: [8](0,1,1,0,1,1,1,0) - 16:49:00.967447 INFO: Best outcome: 0 - 16:49:00.968297 DEBUG: ------ Optimizing criteria ------ - 16:49:00.976526 DEBUG: ------ Optimizing hyperparameters ------ - 16:49:00.976557 DEBUG: Initial hyper parameters: [3](-6,-inf,1) - 16:49:00.990475 DEBUG: 1st opt 90-> [3](-6,-2.5,1) f() ->-9.56855 - 16:49:00.990530 DEBUG: Final hyper parameters: [3](-6,-2.5,1) - 16:49:00.990666 INFO: Iteration: 30 of 30 | Total samples: 35 - 16:49:00.990680 INFO: Query: [8](1,1,0,0,1,0,1,0) - 16:49:00.990697 INFO: Query outcome: 0.0201 - 16:49:00.990710 INFO: Best query: [8](0,1,1,0,1,1,1,0) - 16:49:00.990727 INFO: Best outcome: 0