trial_index,submit_time,queue_time,worker_generator_uuid,start_time,end_time,run_time,program_string,exit_code,signal,hostname,OO_Info_int_param,OO_Info_int_param_two,OO_Info_float_param,OO_Info_choice_param,arm_name,trial_status,generation_node,RESULT,int_param,float_param,int_param_two,choice_param
0,1786605730,2,03e0764f-e1de-4166-a4f4-56d2c10e05b3,1786605732,1786605738,6,./.tests/optimization_example.py --int_param='-68' --float_param='-60.80305993556976318359' --choice_param='4' --int_param_two='-100' --nr_results=1,0,,70c9310aba19,-68,-100,-60.80305993556976318359375,4,0_0,COMPLETED,SOBOL,-206274.546968841896159574389457702637,-68,-60.80305993556976318359375,-100,4
1,1786605740,2,03e0764f-e1de-4166-a4f4-56d2c10e05b3,1786605742,1786605748,6,./.tests/optimization_example.py --int_param='10' --float_param='-21.62793911993503570557' --choice_param='8' --int_param_two='-40' --nr_results=1,0,,70c9310aba19,10,-40,-21.62793911993503570556640625,8,1_0,COMPLETED,SOBOL,-27639.791417749700485728681087493896,10,-21.62793911993503570556640625,-40,8
2,1786605751,2,03e0764f-e1de-4166-a4f4-56d2c10e05b3,1786605753,1786605759,6,./.tests/optimization_example.py --int_param='-100' --float_param='-100' --choice_param='4' --int_param_two='-50' --nr_results=1,0,,70c9310aba19,-100,-50,-100,4,2_0,COMPLETED,BOTORCH_MODULAR,-250788.119999999995343387126922607422,-100,-100,-50,4
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1786605728,795.4140625,29.8
RESULT (goal: minimize )Best value: -250788.12 OO_Info_int_param = -100 (r=0.995, strong positive correlation) int_param = -100 (r=0.995, strong positive correlation) OO_Info_choice_param = 4 (r=0.982, strong positive correlation) choice_param = 4 (r=0.982, strong positive correlation) OO_Info_float_param = -100 (r=0.945, strong positive correlation) float_param = -100 (r=0.945, strong positive correlation) OO_Info_int_param_two = -50 (r=0.471, moderate positive correlation) int_param_two = -50 (r=0.471, moderate positive correlation) run_time = 6 (r=0, weak negative correlation)
Top-5 Best Results Parameter Sensitivity Ranking Parameters ranked by absolute Pearson correlation with each result. Stronger correlations (|r| ≥ 0.7) suggest the parameter has more influence on the outcome.
Parameter statistics Parameter Min Max Mean Std Dev Count run_time 6 6 6 0 3 OO_Info_int_param -100 10 -52.6667 46.1976 3 OO_Info_int_param_two -100 -40 -63.3333 26.2467 3 OO_Info_float_param -100 -21.6279 -60.8103 31.9953 3 OO_Info_choice_param 4 8 5.3333 1.8856 3 RESULT -250788.12 -27639.7914 -161567.4861 96429.0243 3 int_param -100 10 -52.6667 46.1976 3 float_param -100 -21.6279 -60.8103 31.9953 3 int_param_two -100 -40 -63.3333 26.2467 3 choice_param 4 8 5.3333 1.8856 3
