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
0,1786613034,2,c118bb5b-4ef4-47f8-8e75-fda3dc3c71f4,1786613036,1786613042,6,./.tests/optimization_example.py --int_param='-1' --float_param='-21.51482701301574707031' --choice_param='hallo' --int_param_two='-92' --nr_results=1,0,,runnervmvrwv9,-1,-92,-21.5148270130157470703125,hallo,0_0,COMPLETED,SOBOL,-101171.680515301501145586371421813965,-1,-21.5148270130157470703125,-92,hallo
1,1786613045,2,c118bb5b-4ef4-47f8-8e75-fda3dc3c71f4,1786613047,1786613053,6,./.tests/optimization_example.py --int_param='-76' --float_param='-59.89421155303716659546' --choice_param='2' --int_param_two='6' --nr_results=1,0,,runnervmvrwv9,-76,6,-59.894211553037166595458984375,2,1_0,COMPLETED,SOBOL,-108385.906930903394822962582111358643,-76,-59.894211553037166595458984375,6,2
2,1786613057,2,c118bb5b-4ef4-47f8-8e75-fda3dc3c71f4,1786613059,1786613065,6,./.tests/optimization_example.py --int_param='-100' --float_param='9.13491361030541959565' --choice_param='2' --int_param_two='10' --nr_results=1,0,,runnervmvrwv9,-100,10,9.134913610305421372004275326617,2,2_0,COMPLETED,BOTORCH_MODULAR,-111415.495105646885349415242671966553,-100,9.134913610305419595647435926367,10,2
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1786613033,898.82421875,29.1
RESULT (goal: minimize )Best value: -111415.49510565 OO_Info_int_param = -100 (r=0.998, strong positive correlation) int_param = -100 (r=0.998, strong positive correlation) OO_Info_int_param_two = 10 (r=-0.967, strong negative correlation) int_param_two = 10 (r=-0.967, strong negative correlation) OO_Info_float_param = 9.1349136103054 (r=-0.225, weak negative correlation) float_param = 9.1349136103054 (r=-0.225, weak negative 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 -1 -59 42.1663 3 OO_Info_int_param_two -92 10 -25.3333 47.1687 3 OO_Info_float_param -59.8942 9.1349 -24.0914 28.2399 3 OO_Info_choice_param No numerical statistics available RESULT -111415.4951 -101171.6805 -106991.0275 4296.7585 3 int_param -100 -1 -59 42.1663 3 float_param -59.8942 9.1349 -24.0914 28.2399 3 int_param_two -92 10 -25.3333 47.1687 3 choice_param No numerical statistics available
