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
0,1786609157,2,0b9851d0-d1f5-4b59-a816-4a62fc763795,1786609159,1786609165,6,./.tests/optimization_example.py --int_param='-35' --float_param='-23.16298305988311767578' --choice_param='1' --int_param_two='-53' --nr_results=1,0,,runnervmvrwv9,-35,-53,-23.162983059883121228494928800501,1,0_0,COMPLETED,SOBOL,-57564.856148312603181693702936172485,-35,-23.16298305988311767578125,-53,1
1,1786609168,1,0b9851d0-d1f5-4b59-a816-4a62fc763795,1786609169,1786609175,6,./.tests/optimization_example.py --int_param='-78' --float_param='-76.89266357570886611938' --choice_param='2' --int_param_two='-20' --nr_results=1,0,,runnervmvrwv9,-78,-20,-76.892663575708866119384765625,2,1_0,COMPLETED,SOBOL,-142580.603475242387503385543823242188,-78,-76.892663575708866119384765625,-20,2
2,1786609180,2,0b9851d0-d1f5-4b59-a816-4a62fc763795,1786609182,1786609188,6,./.tests/optimization_example.py --int_param='-100' --float_param='-100' --choice_param='2' --int_param_two='-85' --nr_results=1,0,,runnervmvrwv9,-100,-85,-100,2,2_0,COMPLETED,BOTORCH_MODULAR,-301218.520000000018626451492309570312,-100,-100,-85,2
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1786609156,899.09375,28.7
RESULT (goal: minimize )Best value: -301218.52 OO_Info_int_param = -100 (r=0.937, strong positive correlation) int_param = -100 (r=0.937, strong positive correlation) OO_Info_float_param = -100 (r=0.921, strong positive correlation) float_param = -100 (r=0.921, strong positive correlation) OO_Info_choice_param = 2 (r=-0.767, strong negative correlation) choice_param = 2 (r=-0.767, strong negative correlation) OO_Info_int_param_two = -85 (r=0.635, moderate positive correlation) int_param_two = -85 (r=0.635, 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 -35 -71 26.9938 3 OO_Info_int_param_two -85 -20 -52.6667 26.5372 3 OO_Info_float_param -100 -23.163 -66.6852 32.1883 3 OO_Info_choice_param 1 2 1.6667 0.4714 3 RESULT -301218.52 -57564.8561 -167121.3265 100973.4694 3 int_param -100 -35 -71 26.9938 3 float_param -100 -23.163 -66.6852 32.1883 3 int_param_two -85 -20 -52.6667 26.5372 3 choice_param 1 2 1.6667 0.4714 3
