Experiment overview Setting Value Model for non-random steps BOTORCH_MODULAR Max. nr. evaluations 1 Number random steps 1 Nr. of workers (parameter) 1 Main process memory (GB) 8 Worker memory (GB) 4
Best RESULT, min (total: 1) 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 -53 -87 -46.8842232… hallo 1033 -53 -46.8842232… -87 hallo -144908.646…
Job Summary per Generation Node
Generation Node Total COMPLETED
SOBOL 1 1
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
1
0
1
Result names and types
Last progressbar status
2026-08-10 12:53:36 (8a4ddf66-85ba-4ec8-b29a-9ed70a0a9bce): SOBOL, failed: 1, best RESULT: -76160.1983296442, waiting for 2 jobs, finished 2 jobs Git-Version
Commit: f7a3ffd840bb7255de8533c94b789088bdd43694 (9994-4-gf7a3ffd84)
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
0,1788849176,7,29da20b7-25e2-43bd-8f32-6a6f71aebc68,1788849183,1788849189,6,./.tests/optimization_example --random_sem --int_param='-53' --float_param='-46.88422322273254394531' --choice_param='hallo' --int_param_two='-87' --nr_results=1,0,,slurmnode2,-53,-87,-46.8842232227325439453125,hallo,1033,0_0,COMPLETED,SOBOL,-144908.646194263390498235821723937988,-53,-46.8842232227325439453125,-87,hallo
⚠ Job 83 (task: 0) with path /oo_dir/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/0/single_runs/83/83_0_result.pkl
has not produced any output (state: COMPLETED)
No error stream produced. Look at stdout: /oo_dir/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/0/single_runs/83/83_0_log.out
----------------------------------------
submitit INFO (2026-08-10 12:50:16,213) - Starting with JobEnvironment(job_id=83, hostname=slurmnode2, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-08-10 12:50:16,213) - Loading pickle: /oo_dir/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/0/single_runs/83/83_submitted.pkl
Trial-Index: 1
2026-08-10 12:50:13 (8a4ddf66-85ba-4ec8-b29a-9ed70a0a9bce): SOBOL, Started OmniOpt2 run...
2026-08-10 12:50:13 (8a4ddf66-85ba-4ec8-b29a-9ed70a0a9bce): SOBOL, getting new HP set #1/2
2026-08-10 12:50:13 (8a4ddf66-85ba-4ec8-b29a-9ed70a0a9bce): SOBOL, getting new HP set #2/2
2026-08-10 12:50:13 (8a4ddf66-85ba-4ec8-b29a-9ed70a0a9bce): SOBOL, requested 2 jobs, got 2, 0.18 s/job
2026-08-10 12:50:13 (8a4ddf66-85ba-4ec8-b29a-9ed70a0a9bce): SOBOL, eval #1/2 start
2026-08-10 12:50:13 (8a4ddf66-85ba-4ec8-b29a-9ed70a0a9bce): SOBOL, eval #2/2 start
2026-08-10 12:50:14 (8a4ddf66-85ba-4ec8-b29a-9ed70a0a9bce): SOBOL, starting new job
2026-08-10 12:50:14 (8a4ddf66-85ba-4ec8-b29a-9ed70a0a9bce): SOBOL, pending 1 = ∑1/20, started new job
2026-08-10 12:50:14 (8a4ddf66-85ba-4ec8-b29a-9ed70a0a9bce): SOBOL, pending 2 = ∑2/20, started new job
2026-08-10 12:50:15 (8a4ddf66-85ba-4ec8-b29a-9ed70a0a9bce): SOBOL, pending 2 = ∑2/20, waiting for 2 jobs
2026-08-10 12:50:17 (8a4ddf66-85ba-4ec8-b29a-9ed70a0a9bce): SOBOL, running 2 = ∑2/20, waiting for 2 jobs
2026-08-10 12:53:31 (8a4ddf66-85ba-4ec8-b29a-9ed70a0a9bce): SOBOL, completed 2 = ∑2/20, job_failed
2026-08-10 12:53:34 (8a4ddf66-85ba-4ec8-b29a-9ed70a0a9bce): SOBOL, failed: 1, completed 1 = ∑1/20, new result: RESULT: -76160.198330
2026-08-10 12:53:36 (8a4ddf66-85ba-4ec8-b29a-9ed70a0a9bce): SOBOL, failed: 1, best RESULT: -76160.1983296442, waiting for 2 jobs, finished 2 jobs
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.480 │ 1 │ 0.480 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.480 │ │ │
│ Median │ 0.480 │ │ │
│ Total │ 0.480 │ │ │
│ Max │ 0.480 │ │ │
│ Min │ 0.480 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.120 │ 1 │ 0.120 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.120 │ │ │
│ Median │ 0.120 │ │ │
│ Total │ 0.120 │ │ │
│ Max │ 0.120 │ │ │
│ Min │ 0.120 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Arguments Overview Key Value install False config_yaml None config_toml None config_json None num_random_steps 1 max_eval 1 run_program [['Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgLS1yYW5kb21fc2VtIC0taW50X3BhcmFtPSclKGludF9wYXJhbSknIC0tZm… 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 wait_until_ended False 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 local_cpu_monitor False disable_previous_job_constraint False 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 optuna_sampler None optuna_pruner none optuna_n_startup_trials 10 optuna_multivariate False optuna_group False optuna_constraints False optuna_n_ei_candidates 0 optuna_storage None optuna_study_name omniopt_study optuna_no_load_if_exists False optuna_extra_iters 1 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 formula None formula_mode auto formula_python_path /home/admin/.omniax_venvs/Python_3.10.12/x86_64/bin/python3 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 1 worker_timeout 5 slurm_use_srun False time 60 partition slurmpar 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
1788849174.2732,1,0,0
1788849176.3575,1,0,0
1788849176.7208,1,1,100
1788849190.6084,1,1,100
1788849192.76,1,0,0
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1788849174,751.59375,97.9
! No notable correlations between parameters were found (threshold: |r| > 0.3).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 1 OO_Info_int_param -53 -53 -53 0 1 OO_Info_int_param_two -87 -87 -87 0 1 OO_Info_float_param -46.8842 -46.8842 -46.8842 0 1 OO_Info_choice_param No numerical statistics available RESULT -144908.6462 -144908.6462 -144908.6462 0 1 int_param -53 -53 -53 0 1 float_param -46.8842 -46.8842 -46.8842 0 1 int_param_two -87 -87 -87 0 1 choice_param No numerical statistics available
1 (3m:18s, RESULT: -85961.3530602109)
0 (3m:18s, RESULT: -76160.1983296442)
0 (11s, RESULT: -157322.5155763338)
1 (11s, RESULT: -105391.94177177927)
0 (12s, RESULT: -55903.54033907657)
1 (12s, RESULT: -97816.86200781794)
0 (12s, RESULT: -144908.6461942634)
0 (10s, RESULT: -219448.40445888496)
1 (10s, RESULT: -25014.71644294899)
0 (11s, RESULT: -63975.81385190776)
1 (11s, RESULT: -194843.92392593753)
0 (12s, RESULT: -224142.7936896034)
1 (11s, RESULT: -2758.6355925372354)
0 (11s, RESULT: -70334.6569255476)
1 (10s, RESULT: -96236.3409669149)
0 (11s, RESULT: -209573.11371070042)
1 (10s, RESULT: -50027.24534727477)
0 (11s, RESULT: -193802.2423684718)
1 (12s, RESULT: -56344.03661113954)
0 (12s, RESULT: -125796.98546062973)
0 (11s, RESULT: -203879.29484331285)
1 (11s, RESULT: -58791.534445663376)
0 (11s, RESULT: -141680.0005668317)
1 (11s, RESULT: -95025.11271839433)
0 (11s, RESULT: -67958.57331020365)
0 (12s, RESULT: -19347.89087334483)
1 (12s, RESULT: -169813.39619633235)
0 (11s, RESULT: -51772.55377995405)
1 (11s, RESULT: -284742.7723537135)
0 (11s, RESULT: -120257.74005107398)
1 (11s, RESULT: -99542.16662558734)
0 (11s, RESULT: -186355.8329428318)
0 (12s, RESULT: -139817.39767793586)
1 (12s, RESULT: -94037.65651648457)
0 (11s, RESULT: -123852.18429709463)
1 (11s, RESULT: -76762.26969567002)
0 (11s, RESULT: -116827.06589449535)
1 (11s, RESULT: -171235.75092346166)
0 (11s, RESULT: -96476.30958163395)
0 (12s, RESULT: -121271.98905855631)
1 (12s, RESULT: -93266.02161505632)
0 (13s, RESULT: -252568.46690923334)
1 (14s, RESULT: -14285.76347668573)
0 (12s, RESULT: -77674.66831834041)
1 (13s, RESULT: -173957.45584236013)
0 (12s, RESULT: -197333.093476057)
1 (13s, RESULT: -111180.02294757043)
0 (14s, RESULT: -141075.74926169796)
submitit INFO (2026-08-10 12:50:16,213 ) - Starting with JobEnvironment(job_id=83, hostname=slurmnode2, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-08-10 12:50:16,213 ) - Loading pickle: /oo_dir/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/0/single_runs/83/83_submitted.pkl
Trial-Index: 1
submitit WARNING (2026-08-10 12:53:31,973 ) - Bypassing signal SIGCONT
submitit WARNING (2026-08-10 12:53:31,973 ) - Bypassing signal SIGCONT
slurmstepd: error: *** JOB 83 ON slurmnode2 CANCELLED AT 2026-08-10T12:53:31 ***
Parameters: {"int_param": 2, "float_param": -63.20237023755908, "int_param_two": -58, "choice_param": 2}
Debug-Infos:
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='2' --float_param='-63.2023702375590801239' --choice_param='2' --int_param_two='-58' --nr_results=1
pwd: /oo_dir
File: ./.tests/optimization_example
UID: 1000
GID: 1000
SLURM_JOB_ID: 83
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='2' --float_param='-63.2023702375590801239' --choice_param='2' --int_param_two='-58' --nr_results=1
stdout:
OO-Info: int_param: 2
OO-Info: int_param_two: -58
OO-Info: float_param: -63.2023702375590801239
OO-Info: choice_param: 2
RESULT: -85961.3530602109
stderr was empty
Result: {'RESULT': -85961.3530602109}
Final-results: {'RESULT': -85961.3530602109}
EXIT_CODE: 0
submitit INFO (2026-08-10 12:53:34,853 ) - Job completed successfully
submitit INFO (2026-08-10 12:53:34,854 ) - Exiting after successful completion
Click here to enable the export (reloads the site)
