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 -48 -62 -61.6571700… 16 23 -48 -61.6571700… -62 16 -118405.503…
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 10:20:29 (579f1a45-128e-4f39-bf7b-8bfe67ae7752): SOBOL, best RESULT: -118405.503200474, █▁, waiting for 1 job, finished 1 job Git-Version
Commit: 7e7c1e9b8dc6b3ae9c1d84a675d949b9fcd0b534 (9430-11-g7e7c1e9b8)
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
0,1786357210,7,579f1a45-128e-4f39-bf7b-8bfe67ae7752,1786357217,1786357223,6,./.tests/optimization_example --int_param='-48' --float_param='-61.65717005729675292969' --choice_param='16' --int_param_two='-62' --nr_results=1,0,,slurmnode2,-48,-62,-61.6571700572967529296875,16,23,0_0,COMPLETED,SOBOL,-118405.503200474006007425487041473389,-48,-61.6571700572967529296875,-62,16
1,1786357210,11,579f1a45-128e-4f39-bf7b-8bfe67ae7752,1786357221,1786357227,6,./.tests/optimization_example --int_param='-19' --float_param='-11.40523084439337253571' --choice_param='1' --int_param_two='-33' --nr_results=1,0,,slurmnode3,-19,-33,-11.40523084439337253570556640625,1,24,1_0,COMPLETED,SOBOL,-22928.235990578399650985375046730042,-19,-11.40523084439337253570556640625,-33,1
2026-08-10 10:20:09 (579f1a45-128e-4f39-bf7b-8bfe67ae7752): SOBOL, Started OmniOpt2 run...
2026-08-10 10:20:10 (579f1a45-128e-4f39-bf7b-8bfe67ae7752): SOBOL, getting new HP set #1/2
2026-08-10 10:20:10 (579f1a45-128e-4f39-bf7b-8bfe67ae7752): SOBOL, getting new HP set #2/2
2026-08-10 10:20:10 (579f1a45-128e-4f39-bf7b-8bfe67ae7752): SOBOL, requested 2 jobs, got 2, 0.12 s/job
2026-08-10 10:20:10 (579f1a45-128e-4f39-bf7b-8bfe67ae7752): SOBOL, eval #1/2 start
2026-08-10 10:20:10 (579f1a45-128e-4f39-bf7b-8bfe67ae7752): SOBOL, eval #2/2 start
2026-08-10 10:20:10 (579f1a45-128e-4f39-bf7b-8bfe67ae7752): SOBOL, starting new job
2026-08-10 10:20:11 (579f1a45-128e-4f39-bf7b-8bfe67ae7752): SOBOL, running 1 = ∑1/20, started new job
2026-08-10 10:20:11 (579f1a45-128e-4f39-bf7b-8bfe67ae7752): SOBOL, running/pending 1/1 = ∑2/20, started new job
2026-08-10 10:20:12 (579f1a45-128e-4f39-bf7b-8bfe67ae7752): SOBOL, running/pending 1/1 = ∑2/20, waiting for 2 jobs
2026-08-10 10:20:16 (579f1a45-128e-4f39-bf7b-8bfe67ae7752): SOBOL, running 2 = ∑2/20, waiting for 2 jobs
2026-08-10 10:20:24 (579f1a45-128e-4f39-bf7b-8bfe67ae7752): SOBOL, running 2 = ∑2/20, new result: RESULT: -118405.503200
2026-08-10 10:20:25 (579f1a45-128e-4f39-bf7b-8bfe67ae7752): SOBOL, best RESULT: -118405.503200474, running 1 = ∑1/20, waiting for 2 jobs, finished 1 job
2026-08-10 10:20:25 (579f1a45-128e-4f39-bf7b-8bfe67ae7752): SOBOL, best RESULT: -118405.503200474, running 1 = ∑1/20, waiting for 1 job
2026-08-10 10:20:27 (579f1a45-128e-4f39-bf7b-8bfe67ae7752): SOBOL, best RESULT: -118405.503200474, running 1 = ∑1/20, new result: RESULT: -22928.235991
2026-08-10 10:20:29 (579f1a45-128e-4f39-bf7b-8bfe67ae7752): SOBOL, best RESULT: -118405.503200474, █▁, waiting for 1 job, finished 1 job
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.812 │ 2 │ 0.406 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.812 │ │ │
│ Median │ 0.812 │ │ │
│ Total │ 0.812 │ │ │
│ Max │ 0.812 │ │ │
│ Min │ 0.812 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.248 │ 2 │ 0.124 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.248 │ │ │
│ Median │ 0.248 │ │ │
│ Total │ 0.248 │ │ │
│ Max │ 0.248 │ │ │
│ Min │ 0.248 │ │ │
└───────────┴─────────┴──────┴──────────────┘
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
1786357207.0274,20,0,0
1786357210.5718,20,0,0
1786357211.001,20,1,5
1786357214.9785,20,1,5
1786357215.5153,20,2,10
1786357224.1679,20,2,10
1786357225.7768,20,1,5
1786357229.3851,20,1,5
1786357231.5364,20,0,0
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1786357207,737.57421875,95.1
! 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 -48 -19 -33.5 14.5 2 OO_Info_int_param_two -62 -33 -47.5 14.5 2 OO_Info_float_param -61.6572 -11.4052 -36.5312 25.126 2 OO_Info_choice_param 1 16 8.5 7.5 2 RESULT -118405.5032 -22928.236 -70666.8696 47738.6336 2 int_param -48 -19 -33.5 14.5 2 float_param -61.6572 -11.4052 -36.5312 25.126 2 int_param_two -62 -33 -47.5 14.5 2 choice_param 1 16 8.5 7.5 2
0 (12s, RESULT: -118405.503200474)
1 (12s, RESULT: -22928.2359905784)
submitit INFO (2026-08-10 10:20:11,749 ) - Starting with JobEnvironment(job_id=23, hostname=slurmnode2, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-08-10 10:20:11,750 ) - Loading pickle: /oo_dir/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/0/single_runs/23/23_submitted.pkl
Trial-Index: 0
Parameters: {"int_param": -48, "float_param": -61.65717005729675, "int_param_two": -62, "choice_param": 16}
Debug-Infos:
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-48' --float_param='-61.65717005729675292969' --choice_param='16' --int_param_two='-62' --nr_results=1
pwd: /oo_dir
File: ./.tests/optimization_example
UID: 1000
GID: 1000
SLURM_JOB_ID: 23
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='-48' --float_param='-61.65717005729675292969' --choice_param='16' --int_param_two='-62' --nr_results=1
stdout:
OO-Info: int_param: -48
OO-Info: int_param_two: -62
OO-Info: float_param: -61.65717005729675292969
OO-Info: choice_param: 16
RESULT: -118405.503200474
stderr was empty
Result: {'RESULT': -118405.503200474}
Final-results: {'RESULT': -118405.503200474}
EXIT_CODE: 0
submitit INFO (2026-08-10 10:20:23,624 ) - Job completed successfully
submitit INFO (2026-08-10 10:20:23,625 ) - Exiting after successful completion
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