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
0,1786612999,2,392b30c5-c2a8-4125-ae60-4f96e637ed32,1786613001,1786613007,6,./.tests/optimization_example.py --int_param='-98' --float_param='-49.88807886838912963867' --choice_param='16' --int_param_two='-31' --nr_results=1,0,,runnervmliwqe,-98,-31,-49.888078868389129638671875,16,0_0,COMPLETED,SOBOL,-150745.932018625113414600491523742676,-98,-49.888078868389129638671875,-31,16
1,1786613010,1,392b30c5-c2a8-4125-ae60-4f96e637ed32,1786613011,1786613018,7,./.tests/optimization_example.py --int_param='-41' --float_param='-0.24374924600124359131' --choice_param='hallo' --int_param_two='-58' --nr_results=1,0,,runnervmliwqe,-41,-58,-0.243749246001243508041866903113,hallo,1_0,COMPLETED,SOBOL,-61263.489061549400503281503915786743,-41,-0.24374924600124359130859375,-58,hallo
2,1786613020,2,392b30c5-c2a8-4125-ae60-4f96e637ed32,1786613022,1786613028,6,./.tests/optimization_example.py --int_param='-70' --float_param='-100' --choice_param='16' --int_param_two='10' --nr_results=1,0,,runnervmliwqe,-70,10,-100,16,2_0,COMPLETED,BOTORCH_MODULAR,-168705.720000000001164153218269348145,-70,-100,10,16
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1786612997,768.859375,29.7
RESULT (goal: minimize )Best value: -168705.72 run_time = 6 (r=0.988, strong positive correlation) OO_Info_float_param = -100 (r=0.932, strong positive correlation) float_param = -100 (r=0.932, strong positive correlation) OO_Info_int_param_two = 10 (r=-0.885, strong negative correlation) int_param_two = 10 (r=-0.885, strong negative correlation) OO_Info_int_param = -70 (r=0.784, strong positive correlation) int_param = -70 (r=0.784, strong positive 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 7 6.3333 0.4714 3 OO_Info_int_param -98 -41 -69.6667 23.2713 3 OO_Info_int_param_two -58 10 -26.3333 27.9563 3 OO_Info_float_param -100 -0.2437 -50.0439 40.7255 3 OO_Info_choice_param No numerical statistics available RESULT -168705.72 -61263.4891 -126905.047 46991.1275 3 int_param -98 -41 -69.6667 23.2713 3 float_param -100 -0.2437 -50.0439 40.7255 3 int_param_two -58 10 -26.3333 27.9563 3 choice_param No numerical statistics available
