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
0,1786609034,2,67e342e3-89c2-4507-a1bb-dfaaf327f98c,1786609036,1786609042,6,./.tests/optimization_example.py --int_param='-91' --float_param='-5.20519137382507324219' --choice_param='16' --int_param_two='-84' --nr_results=1,0,,runnervmliwqe,-91,-84,-5.2051913738250732421875,16,0_0,COMPLETED,SOBOL,-173393.979309763992205262184143066406,-91,-5.2051913738250732421875,-84,16
1,1786609044,1,67e342e3-89c2-4507-a1bb-dfaaf327f98c,1786609045,1786609051,6,./.tests/optimization_example.py --int_param='6' --float_param='-54.26479680463671684265' --choice_param='1' --int_param_two='-19' --nr_results=1,0,,runnervmliwqe,6,-19,-54.2647968046367168426513671875,1,1_0,COMPLETED,SOBOL,-41171.681402948801405727863311767578,6,-54.2647968046367168426513671875,-19,1
2,1786609055,1,67e342e3-89c2-4507-a1bb-dfaaf327f98c,1786609056,1786609062,6,./.tests/optimization_example.py --int_param='-100' --float_param='-75.54219552511986535137' --choice_param='16' --int_param_two='-100' --nr_results=1,0,,runnervmliwqe,-100,-100,-75.542195525119851140516402665526,16,2_0,COMPLETED,BOTORCH_MODULAR,-286198.172600066405721008777618408203,-100,-75.542195525119865351371117867529,-100,16
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1786609032,769.09765625,29.8
RESULT (goal: minimize )Best value: -286198.17260007 OO_Info_int_param_two = -100 (r=0.958, strong positive correlation) int_param_two = -100 (r=0.958, strong positive correlation) OO_Info_int_param = -100 (r=0.921, strong positive correlation) int_param = -100 (r=0.921, strong positive correlation) OO_Info_choice_param = 16 (r=-0.888, strong negative correlation) choice_param = 16 (r=-0.888, strong negative correlation) float_param = -75.54219552512 (r=0.251, weak positive correlation) OO_Info_float_param = -75.54219552512 (r=0.251, weak 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 6 -61.6667 47.9884 3 OO_Info_int_param_two -100 -19 -67.6667 35.027 3 OO_Info_float_param -75.5422 -5.2052 -45.0041 29.4522 3 OO_Info_choice_param 1 16 11 7.0711 3 RESULT -286198.1726 -41171.6814 -166921.2778 100136.2979 3 int_param -100 6 -61.6667 47.9884 3 float_param -75.5422 -5.2052 -45.0041 29.4522 3 int_param_two -100 -19 -67.6667 35.027 3 choice_param 1 16 11 7.0711 3
