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
0,1786609309,1,250add6e-b3ed-4f81-9993-bbd6deb00056,1786609310,1786609316,6,./.tests/optimization_example.py --int_param='-21' --float_param='-21.59927487373352050781' --choice_param='8' --int_param_two='-43' --nr_results=1,0,,runnervmliwqe,-21,-43,-21.5992748737335205078125,8,0_0,COMPLETED,SOBOL,-36954.134238084297976456582546234131,-21,-21.5992748737335205078125,-43,8
1,1786609318,2,250add6e-b3ed-4f81-9993-bbd6deb00056,1786609320,1786609326,6,./.tests/optimization_example.py --int_param='-49' --float_param='-78.89271739870309829712' --choice_param='hallo' --int_param_two='-87' --nr_results=1,0,,runnervmliwqe,-49,-87,-78.892717398703098297119140625,hallo,1_0,COMPLETED,SOBOL,-184021.20032538659870624542236328125,-49,-78.892717398703098297119140625,-87,hallo
2,1786609328,1,250add6e-b3ed-4f81-9993-bbd6deb00056,1786609329,1786609335,6,./.tests/optimization_example.py --int_param='-100' --float_param='-100' --choice_param='hallo' --int_param_two='-41' --nr_results=1,0,,runnervmliwqe,-100,-41,-100,hallo,2_0,COMPLETED,BOTORCH_MODULAR,-242100.119999999995343387126922607422,-100,-100,-41,hallo
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1786609307,769.71875,30.3
RESULT (goal: minimize )Best value: -242100.12 OO_Info_float_param = -100 (r=1, strong positive correlation) float_param = -100 (r=1, strong positive correlation) OO_Info_int_param = -100 (r=0.916, strong positive correlation) int_param = -100 (r=0.916, strong positive correlation) OO_Info_int_param_two = -41 (r=0.205, weak positive correlation) int_param_two = -41 (r=0.205, 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 -21 -56.6667 32.7041 3 OO_Info_int_param_two -87 -41 -57 21.2289 3 OO_Info_float_param -100 -21.5993 -66.8307 33.1239 3 OO_Info_choice_param No numerical statistics available RESULT -242100.12 -36954.1342 -154358.4849 86337.0387 3 int_param -100 -21 -56.6667 32.7041 3 float_param -100 -21.5993 -66.8307 33.1239 3 int_param_two -87 -41 -57 21.2289 3 choice_param No numerical statistics available
