Experiment overview Setting Value Model for non-random steps BOTORCH_MODULAR Max. nr. evaluations 4 Number random steps 2 Nr. of workers (parameter) 4
Best RESULT, min (total: 4) a b RESULT 12.886402314247677 5.0 17.8864023142
Job Summary per Generation Node
Generation Node Total COMPLETED
SOBOL 2 2 BOTORCH_MODULAR 2 2
Experiment parameters Name Type Lower bound Upper bound Type Log Scale? a range 5 100 float No b range 5 100 float No
Number of evaluations
Failed
Succeeded
Running
Total
0
4
0
4
Result names and types
Last progressbar status
2026-08-10 22:26:55 (cf44bbf6-e3e3-4c8b-ba11-fb747bd83325): BOTORCH_MODULAR, best RESULT: 17.8864023142, ▆▁█▇, finishing jobs, finished 1 job Git-Version
Commit: b44d0eac173623d6d6f975c27e762fa2d71f5f32 (9475-13-gb44d0eac1)
trial_index,submit_time,queue_time,worker_generator_uuid,start_time,end_time,run_time,program_string,exit_code,signal,hostname,arm_name,trial_status,generation_node,RESULT,a,b
0,1786400770,2,cf44bbf6-e3e3-4c8b-ba11-fb747bd83325,1786400772,1786400778,6,perl -e 'print "RESULT: " . (40.9879709780216217041 + 14.05193965882062911987)',0,,runnervmvrwv9,0_0,COMPLETED,SOBOL,55.039910636800001952906313817948,40.9879709780216217041015625,14.051939658820629119873046875
1,1786400780,2,cf44bbf6-e3e3-4c8b-ba11-fb747bd83325,1786400782,1786400788,6,perl -e 'print "RESULT: " . (56.6399873979389667511 + 99.85708953812718391418)',0,,runnervmvrwv9,1_0,COMPLETED,SOBOL,156.497076936100000921214814297855,56.6399873979389667510986328125,99.8570895381271839141845703125
2,1786400791,2,cf44bbf6-e3e3-4c8b-ba11-fb747bd83325,1786400793,1786400799,6,perl -e 'print "RESULT: " . (12.88640231424767712554 + 5)',0,,runnervmvrwv9,2_0,COMPLETED,BOTORCH_MODULAR,17.886402314200001484323365730233,12.886402314247677125536029052455,5
3,1786400804,2,cf44bbf6-e3e3-4c8b-ba11-fb747bd83325,1786400806,1786400812,6,perl -e 'print "RESULT: " . (5 + 25.73964094545026881633)',0,,runnervmvrwv9,3_0,COMPLETED,BOTORCH_MODULAR,30.739640945450300790753317414783,5,25.739640945450268816330208210275
2026-08-10 22:26:10 (cf44bbf6-e3e3-4c8b-ba11-fb747bd83325): SOBOL, Started OmniOpt2 run...
2026-08-10 22:26:10 (cf44bbf6-e3e3-4c8b-ba11-fb747bd83325): SOBOL, getting new HP set (no sbatch)
2026-08-10 22:26:10 (cf44bbf6-e3e3-4c8b-ba11-fb747bd83325): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2026-08-10 22:26:10 (cf44bbf6-e3e3-4c8b-ba11-fb747bd83325): SOBOL, eval #1/1 start
2026-08-10 22:26:10 (cf44bbf6-e3e3-4c8b-ba11-fb747bd83325): SOBOL, starting new job
2026-08-10 22:26:10 (cf44bbf6-e3e3-4c8b-ba11-fb747bd83325): SOBOL, started new job
2026-08-10 22:26:19 (cf44bbf6-e3e3-4c8b-ba11-fb747bd83325): SOBOL, new result: RESULT: 55.039911
2026-08-10 22:26:20 (cf44bbf6-e3e3-4c8b-ba11-fb747bd83325): SOBOL, best RESULT: 55.0399106368423, finishing jobs, finished 1 job
2026-08-10 22:26:20 (cf44bbf6-e3e3-4c8b-ba11-fb747bd83325): SOBOL, best RESULT: 55.0399106368423, getting new HP set (no sbatch)
2026-08-10 22:26:20 (cf44bbf6-e3e3-4c8b-ba11-fb747bd83325): SOBOL, best RESULT: 55.0399106368423, requested 1 jobs, got 1, 0.04 s/job
2026-08-10 22:26:20 (cf44bbf6-e3e3-4c8b-ba11-fb747bd83325): SOBOL, best RESULT: 55.0399106368423, eval #1/1 start
2026-08-10 22:26:20 (cf44bbf6-e3e3-4c8b-ba11-fb747bd83325): SOBOL, best RESULT: 55.0399106368423, starting new job
2026-08-10 22:26:20 (cf44bbf6-e3e3-4c8b-ba11-fb747bd83325): SOBOL, best RESULT: 55.0399106368423, started new job
2026-08-10 22:26:29 (cf44bbf6-e3e3-4c8b-ba11-fb747bd83325): SOBOL, best RESULT: 55.0399106368423, new result: RESULT: 156.497077
2026-08-10 22:26:30 (cf44bbf6-e3e3-4c8b-ba11-fb747bd83325): SOBOL, best RESULT: 55.0399106368, █▁, finishing jobs, finished 1 job
2026-08-10 22:26:31 (cf44bbf6-e3e3-4c8b-ba11-fb747bd83325): BOTORCH_MODULAR, best RESULT: 55.0399106368, █▁, getting new HP set (no sbatch)
2026-08-10 22:26:31 (cf44bbf6-e3e3-4c8b-ba11-fb747bd83325): BOTORCH_MODULAR, best RESULT: 55.0399106368, █▁, requested 1 jobs, got 1, 0.57 s/job
2026-08-10 22:26:31 (cf44bbf6-e3e3-4c8b-ba11-fb747bd83325): BOTORCH_MODULAR, best RESULT: 55.0399106368, █▁, eval #1/1 start
2026-08-10 22:26:31 (cf44bbf6-e3e3-4c8b-ba11-fb747bd83325): BOTORCH_MODULAR, best RESULT: 55.0399106368, █▁, starting new job
2026-08-10 22:26:31 (cf44bbf6-e3e3-4c8b-ba11-fb747bd83325): BOTORCH_MODULAR, best RESULT: 55.0399106368, █▁, started new job
2026-08-10 22:26:40 (cf44bbf6-e3e3-4c8b-ba11-fb747bd83325): BOTORCH_MODULAR, best RESULT: 55.0399106368, █▁, new result: RESULT: 17.886402
2026-08-10 22:26:44 (cf44bbf6-e3e3-4c8b-ba11-fb747bd83325): BOTORCH_MODULAR, best RESULT: 17.8864023142477, ▆▁█, finishing jobs, finished 1 job
2026-08-10 22:26:44 (cf44bbf6-e3e3-4c8b-ba11-fb747bd83325): BOTORCH_MODULAR, best RESULT: 17.8864023142477, ▆▁█, getting new HP set (no sbatch)
2026-08-10 22:26:44 (cf44bbf6-e3e3-4c8b-ba11-fb747bd83325): BOTORCH_MODULAR, best RESULT: 17.8864023142477, ▆▁█, requested 1 jobs, got 1, 0.47 s/job
2026-08-10 22:26:44 (cf44bbf6-e3e3-4c8b-ba11-fb747bd83325): BOTORCH_MODULAR, best RESULT: 17.8864023142477, ▆▁█, eval #1/1 start
2026-08-10 22:26:44 (cf44bbf6-e3e3-4c8b-ba11-fb747bd83325): BOTORCH_MODULAR, best RESULT: 17.8864023142477, ▆▁█, starting new job
2026-08-10 22:26:45 (cf44bbf6-e3e3-4c8b-ba11-fb747bd83325): BOTORCH_MODULAR, best RESULT: 17.8864023142477, ▆▁█, started new job
2026-08-10 22:26:54 (cf44bbf6-e3e3-4c8b-ba11-fb747bd83325): BOTORCH_MODULAR, best RESULT: 17.8864023142477, ▆▁█, new result: RESULT: 30.739641
2026-08-10 22:26:55 (cf44bbf6-e3e3-4c8b-ba11-fb747bd83325): BOTORCH_MODULAR, best RESULT: 17.8864023142, ▆▁█▇, finishing jobs, finished 1 job
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.113 │ 1 │ 0.113 │
│ 2 │ 0.055 │ 1 │ 0.055 │
│ 3 │ 0.055 │ 1 │ 0.055 │
│ 4 │ 0.055 │ 1 │ 0.055 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.069 │ │ │
│ Median │ 0.055 │ │ │
│ Total │ 0.278 │ │ │
│ Max │ 0.113 │ │ │
│ Min │ 0.055 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.019 │ 1 │ 0.019 │
│ 2 │ 0.043 │ 1 │ 0.043 │
│ 3 │ 0.566 │ 1 │ 0.566 │
│ 4 │ 0.467 │ 1 │ 0.467 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.274 │ │ │
│ Median │ 0.255 │ │ │
│ Total │ 1.095 │ │ │
│ Max │ 0.566 │ │ │
│ Min │ 0.019 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Arguments Overview Key Value config_yaml None config_toml None config_json None num_random_steps 2 max_eval 4 run_program [['cGVybCAtZSAncHJpbnQgIlJFU1VMVDogIiAuICglYSArICViKSc=']] experiment_name multiplication_constraint mem_gb 10 parameter [['a', 'range', '5', '100', 'float', 'false'], ['b', 'range', '5', '100', 'float', 'false']] continue_previous_job None experiment_constraints [['YSAqIGIgPj0gMTA=']] 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/runner exclude None main_process_gb 8 max_nr_of_zero_results 50 abbreviate_job_names False orchestrator_file None checkout_to_latest_tested_version False live_share True disable_tqdm 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 True load_data_from_existing_jobs [] n_estimators_randomforest 100 max_attempts_for_generation 20 external_generator None username None max_failed_jobs 0 num_cpus_main_job None calculate_pareto_front_of_job [] show_generate_time_table False 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 4 worker_timeout 60 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 False 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
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1786400766,898.83203125,28.5
RESULT (goal: minimize )Best value: 17.8864023142 b = 5 (r=0.964, strong positive correlation) a = 12.886402314248 (r=0.878, 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 4 RESULT 17.8864 156.4971 65.0408 54.4619 4 a 5 56.64 28.8786 20.8762 4 b 5 99.8571 36.1622 37.502 4
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