Experiment overview Setting Value Model for non-random steps BOTORCH_MODULAR Max. nr. evaluations 2 Number random steps 1 Nr. of workers (parameter) 20 Main process memory (GB) 8 Worker memory (GB) 4
Best RESULT, min (total: 2) OO_Info_int… OO_Info_int… OO_Info_flo… OO_Info_cho… OO_Info_SLUR… int_param float_param int_param_two choice_param RESULT -45 -61 -58.9215674… 4 63 -45 -58.9215674… -61 4 -109088.587…
Job Summary per Generation Node
Generation Node Total COMPLETED
SOBOL 2 2
Experiment parameters Name Type Lower bound Upper bound Values Type Log Scale? int_param range -100 10 int No float_param range -100 10 float No choice_param choice 1, 2, 4, 8, 16, hallo int_param_two range -100 10 int No
Number of evaluations
Failed
Succeeded
Running
Total
0
2
0
2
Result names and types
Last progressbar status
2026-08-10 11:19:30 (7367df10-46c3-4595-8e65-7de8e03db2b6): SOBOL, best RESULT: -109088.587916107, █▁, waiting for 1 job, finished 1 job Git-Version
Commit: 62c3e6e5a69697e87d3444399175be2ecab93db7 (9430-17-g62c3e6e5a)
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,OO_Info_SLURM_JOB_ID,arm_name,trial_status,generation_node,RESULT,int_param,float_param,int_param_two,choice_param
0,1786360755,8,7367df10-46c3-4595-8e65-7de8e03db2b6,1786360763,1786360769,6,./.tests/optimization_example --int_param='-45' --float_param='-58.92156749963760375977' --choice_param='4' --int_param_two='-61' --nr_results=1,0,,slurmnode3,-45,-61,-58.921567499637596654338267398998,4,63,0_0,COMPLETED,SOBOL,-109088.587916107004275545477867126465,-45,-58.921567499637603759765625,-61,4
1,1786360755,6,7367df10-46c3-4595-8e65-7de8e03db2b6,1786360761,1786360767,6,./.tests/optimization_example --int_param='-36' --float_param='0.75179772451519966125' --choice_param='1' --int_param_two='1' --nr_results=1,0,,slurmnode2,-36,1,0.751797724515199550232580349984,1,62,1_0,COMPLETED,SOBOL,-17588.592225734300882322713732719421,-36,0.7517977245151996612548828125,1,1
2026-08-10 11:19:15 (7367df10-46c3-4595-8e65-7de8e03db2b6): SOBOL, Started OmniOpt2 run...
2026-08-10 11:19:15 (7367df10-46c3-4595-8e65-7de8e03db2b6): SOBOL, getting new HP set #1/2
2026-08-10 11:19:15 (7367df10-46c3-4595-8e65-7de8e03db2b6): SOBOL, getting new HP set #2/2
2026-08-10 11:19:15 (7367df10-46c3-4595-8e65-7de8e03db2b6): SOBOL, requested 2 jobs, got 2, 0.06 s/job
2026-08-10 11:19:15 (7367df10-46c3-4595-8e65-7de8e03db2b6): SOBOL, eval #1/2 start
2026-08-10 11:19:15 (7367df10-46c3-4595-8e65-7de8e03db2b6): SOBOL, eval #2/2 start
2026-08-10 11:19:15 (7367df10-46c3-4595-8e65-7de8e03db2b6): SOBOL, starting new job
2026-08-10 11:19:15 (7367df10-46c3-4595-8e65-7de8e03db2b6): SOBOL, pending 1 = ∑1/20, started new job
2026-08-10 11:19:16 (7367df10-46c3-4595-8e65-7de8e03db2b6): SOBOL, running/pending 1/1 = ∑2/20, started new job
2026-08-10 11:19:17 (7367df10-46c3-4595-8e65-7de8e03db2b6): SOBOL, running/pending 1/1 = ∑2/20, waiting for 2 jobs
2026-08-10 11:19:18 (7367df10-46c3-4595-8e65-7de8e03db2b6): SOBOL, running 2 = ∑2/20, waiting for 2 jobs
2026-08-10 11:19:27 (7367df10-46c3-4595-8e65-7de8e03db2b6): SOBOL, running 2 = ∑2/20, new result: RESULT: -17588.592226
2026-08-10 11:19:28 (7367df10-46c3-4595-8e65-7de8e03db2b6): SOBOL, best RESULT: -17588.5922257343, running 1 = ∑1/20, waiting for 2 jobs, finished 1 job
2026-08-10 11:19:28 (7367df10-46c3-4595-8e65-7de8e03db2b6): SOBOL, best RESULT: -17588.5922257343, running 1 = ∑1/20, waiting for 1 job
2026-08-10 11:19:29 (7367df10-46c3-4595-8e65-7de8e03db2b6): SOBOL, best RESULT: -17588.5922257343, running 1 = ∑1/20, new result: RESULT: -109088.587916
2026-08-10 11:19:30 (7367df10-46c3-4595-8e65-7de8e03db2b6): SOBOL, best RESULT: -109088.587916107, █▁, waiting for 1 job, finished 1 job
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.671 │ 2 │ 0.336 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.671 │ │ │
│ Median │ 0.671 │ │ │
│ Total │ 0.671 │ │ │
│ Max │ 0.671 │ │ │
│ Min │ 0.671 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.120 │ 2 │ 0.060 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.120 │ │ │
│ Median │ 0.120 │ │ │
│ Total │ 0.120 │ │ │
│ Max │ 0.120 │ │ │
│ Min │ 0.120 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Arguments Overview Key Value config_yaml None config_toml None config_json None num_random_steps 1 max_eval 2 run_program [['Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgIC0taW50X3BhcmFtPSclKGludF9wYXJhbSknIC0tZmxvYXRfcGFyYW09Jy… experiment_name __main__tests__BOTORCH_MODULAR___nogridsearch mem_gb 4 parameter [['int_param', 'range', '-100', '10', 'int'], ['float_param', 'range', '-100', '10', 'float'], ['choice_param', 'choice', '1,2,4,8,16,hallo'], ['int_param_two', 'range', '-100', '10', 'int']] continue_previous_job None experiment_constraints None run_dir runs seed None verbose_tqdm False model BOTORCH_MODULAR gridsearch False occ False show_sixel_scatter False show_sixel_general False show_sixel_trial_index_result False follow True send_anonymized_usage_stats True ui_url None root_venv_dir /home/admin exclude None main_process_gb 8 max_nr_of_zero_results 10 abbreviate_job_names False orchestrator_file None checkout_to_latest_tested_version False live_share True disable_tqdm False disable_previous_job_constraint False disable_notifications True workdir occ_type euclid result_names ['RESULT=min'] minkowski_p 2 signed_weighted_euclidean_weights generation_strategy None generate_all_jobs_at_once True revert_to_random_when_seemingly_exhausted False load_data_from_existing_jobs [] n_estimators_randomforest 100 max_attempts_for_generation 20 external_generator None username None max_failed_jobs None num_cpus_main_job None calculate_pareto_front_of_job [] show_generate_time_table True force_choice_for_ranges False max_abandoned_retrial 20 share_password None dryrun False db_url None run_program_once None worker_generator_path None save_to_database False range_max_difference 1000000 skip_search False nr_evals_per_arm 1 dump_config None dont_warm_start_refitting False refit_on_cv False fit_out_of_design False fit_abandoned False dont_jit_compile False num_restarts 20 raw_samples 1024 max_num_of_parallel_sruns 16 no_transform_inputs False no_normalize_y False transforms [] number_of_generators 1 num_parallel_jobs 20 worker_timeout 5 slurm_use_srun False time 60 partition alpha reservation None force_local_execution False slurm_signal_delay_s 0 nodes_per_job 1 cpus_per_task 1 account None gpus 0 dependency None run_mode local verbose False verbose_break_run_search_table False debug False flame_graph False memray False no_sleep False tests False show_worker_percentage_table_at_end False auto_exclude_defective_hosts True run_tests_that_fail_on_taurus False raise_in_eval False show_ram_every_n_seconds 0 show_generation_and_submission_sixel False just_return_defaults False prettyprint False runtime_debug False debug_stack_regex debug_stack_trace_regex None show_func_name False beartype False
1786360752.9306,20,0,0
1786360755.5545,20,0,0
1786360755.8693,20,1,5
1786360759.8939,20,1,5
1786360760.4231,20,2,10
1786360769.4119,20,2,10
1786360770.5707,20,0,0
1786360772.8306,20,0,0
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1786360752,752.734375,92.7
! No notable correlations between parameters were found (threshold: |r| > 0.3).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 2 OO_Info_int_param -45 -36 -40.5 4.5 2 OO_Info_int_param_two -61 1 -30 31 2 OO_Info_float_param -58.9216 0.7518 -29.0849 29.8367 2 OO_Info_choice_param 1 4 2.5 1.5 2 RESULT -109088.5879 -17588.5922 -63338.5901 45749.9978 2 int_param -45 -36 -40.5 4.5 2 float_param -58.9216 0.7518 -29.0849 29.8367 2 int_param_two -61 1 -30 31 2 choice_param 1 4 2.5 1.5 2
1 (11s, RESULT: -17588.5922257343)
0 (11s, RESULT: -109088.587916107)
submitit INFO (2026-08-10 11:19:16,534 ) - Starting with JobEnvironment(job_id=62, hostname=slurmnode2, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-08-10 11:19:16,534 ) - Loading pickle: /oo_dir/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/2/single_runs/62/62_submitted.pkl
Trial-Index: 1
Parameters: {"int_param": -36, "float_param": 0.7517977245151997, "int_param_two": 1, "choice_param": 1}
Debug-Infos:
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-36' --float_param='0.75179772451519966125' --choice_param='1' --int_param_two='1' --nr_results=1
pwd: /oo_dir
File: ./.tests/optimization_example
UID: 1000
GID: 1000
SLURM_JOB_ID: 62
Status-Change-Time: 1751708223.4603384
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: admin
Last access: 1786285506.3031468
Last modification: 1751708223.4603384
Hostname: slurmnode2
========
DEBUG INFOS END
./.tests/optimization_example --int_param='-36' --float_param='0.75179772451519966125' --choice_param='1' --int_param_two='1' --nr_results=1
stdout:
OO-Info: int_param: -36
OO-Info: int_param_two: 1
OO-Info: float_param: 0.75179772451519966125
OO-Info: choice_param: 1
RESULT: -17588.5922257343
stderr was empty
Result: {'RESULT': -17588.5922257343}
Final-results: {'RESULT': -17588.5922257343}
EXIT_CODE: 0
submitit INFO (2026-08-10 11:19:27,131 ) - Job completed successfully
submitit INFO (2026-08-10 11:19:27,131 ) - Exiting after successful completion
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