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
0,1786609408,2,7dafcd69-ffed-432d-b523-d2865083f3c4,1786609410,1786609416,6,./.tests/optimization_example.py --int_param='-18' --float_param='-80.8662751317024230957' --choice_param='16' --int_param_two='-26' --nr_results=1,0,,runnervmvrwv9,-18,-26,-80.866275131702423095703125,16,0_0,COMPLETED,SOBOL,-90093.09204993219464085996150970459,-18,-80.866275131702423095703125,-26,16
1,1786609418,2,7dafcd69-ffed-432d-b523-d2865083f3c4,1786609420,1786609426,6,./.tests/optimization_example.py --int_param='-54' --float_param='0.90353618375957012177' --choice_param='8' --int_param_two='-96' --nr_results=1,0,,runnervmvrwv9,-54,-96,0.903536183759570010742834256234,8,1_0,COMPLETED,SOBOL,-136560.330157977703493088483810424805,-54,0.90353618375957012176513671875,-96,8
2,1786609434,2,7dafcd69-ffed-432d-b523-d2865083f3c4,1786609436,1786609442,6,./.tests/optimization_example.py --int_param='-100' --float_param='10' --choice_param='8' --int_param_two='-42' --nr_results=1,0,,runnervmvrwv9,-100,-42,10,8,2_0,COMPLETED,BOTORCH_MODULAR,-132837.720000000001164153218269348145,-100,10,-42,8
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1786609406,899.3515625,28.8
RESULT (goal: minimize )Best value: -136560.33015798 OO_Info_choice_param = 8 (r=0.997, strong positive correlation) choice_param = 8 (r=0.997, strong positive correlation) OO_Info_float_param = 0.90353618375957 (r=-0.987, strong negative correlation) float_param = 0.90353618375957 (r=-0.987, strong negative correlation) OO_Info_int_param = -54 (r=0.786, strong positive correlation) int_param = -54 (r=0.786, strong positive correlation) OO_Info_int_param_two = -96 (r=0.728, strong positive correlation) int_param_two = -96 (r=0.728, strong 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 -18 -57.3333 33.5592 3 OO_Info_int_param_two -96 -26 -54.6667 29.9481 3 OO_Info_float_param -80.8663 10 -23.3209 40.8598 3 OO_Info_choice_param 8 16 10.6667 3.7712 3 RESULT -136560.3302 -90093.092 -119830.3807 21082.2866 3 int_param -100 -18 -57.3333 33.5592 3 float_param -80.8663 10 -23.3209 40.8598 3 int_param_two -96 -26 -54.6667 29.9481 3 choice_param 8 16 10.6667 3.7712 3
