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) 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 22:23:03 (ab5b4c19-c170-4295-b9e3-b9c72a664661): BOTORCH_MODULAR, best RESULT: 10, ▄▁▆█, 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
0,1786400540,2,ab5b4c19-c170-4295-b9e3-b9c72a664661,1786400542,1786400548,6,perl -e 'print "RESULT: " . (29.0722891688346862793 + 48.94508257508277893066)',0,,runnervmliwqe,0_0,COMPLETED,SOBOL,78.017371743900000069515954237431,29.072289168834686279296875,48.9450825750827789306640625
1,1786400551,1,ab5b4c19-c170-4295-b9e3-b9c72a664661,1786400552,1786400559,7,perl -e 'print "RESULT: " . (63.0538689345121383667 + 94.58644613157957792282)',0,,runnervmliwqe,1_0,COMPLETED,SOBOL,157.640315066099987006964511238039,63.05386893451213836669921875,94.586446131579577922821044921875
2,1786400562,2,ab5b4c19-c170-4295-b9e3-b9c72a664661,1786400564,1786400570,6,perl -e 'print "RESULT: " . (15.06189704667767514934 + 30.11213465736931738093)',0,,runnervmliwqe,2_0,COMPLETED,BOTORCH_MODULAR,45.174031704000000786436430644244,15.061897046677675149339847848751,30.112134657369317380926077021286
3,1786400573,2,ab5b4c19-c170-4295-b9e3-b9c72a664661,1786400575,1786400581,6,perl -e 'print "RESULT: " . (5 + 5)',0,,runnervmliwqe,3_0,COMPLETED,BOTORCH_MODULAR,10,5,5
2026-08-10 22:22:20 (ab5b4c19-c170-4295-b9e3-b9c72a664661): SOBOL, Started OmniOpt2 run...
2026-08-10 22:22:20 (ab5b4c19-c170-4295-b9e3-b9c72a664661): SOBOL, getting new HP set (no sbatch)
2026-08-10 22:22:20 (ab5b4c19-c170-4295-b9e3-b9c72a664661): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2026-08-10 22:22:20 (ab5b4c19-c170-4295-b9e3-b9c72a664661): SOBOL, eval #1/1 start
2026-08-10 22:22:20 (ab5b4c19-c170-4295-b9e3-b9c72a664661): SOBOL, starting new job
2026-08-10 22:22:20 (ab5b4c19-c170-4295-b9e3-b9c72a664661): SOBOL, started new job
2026-08-10 22:22:29 (ab5b4c19-c170-4295-b9e3-b9c72a664661): SOBOL, new result: RESULT: 78.017372
2026-08-10 22:22:30 (ab5b4c19-c170-4295-b9e3-b9c72a664661): SOBOL, best RESULT: 78.0173717439175, finishing jobs, finished 1 job
2026-08-10 22:22:31 (ab5b4c19-c170-4295-b9e3-b9c72a664661): SOBOL, best RESULT: 78.0173717439175, getting new HP set (no sbatch)
2026-08-10 22:22:31 (ab5b4c19-c170-4295-b9e3-b9c72a664661): SOBOL, best RESULT: 78.0173717439175, requested 1 jobs, got 1, 0.03 s/job
2026-08-10 22:22:31 (ab5b4c19-c170-4295-b9e3-b9c72a664661): SOBOL, best RESULT: 78.0173717439175, eval #1/1 start
2026-08-10 22:22:31 (ab5b4c19-c170-4295-b9e3-b9c72a664661): SOBOL, best RESULT: 78.0173717439175, starting new job
2026-08-10 22:22:31 (ab5b4c19-c170-4295-b9e3-b9c72a664661): SOBOL, best RESULT: 78.0173717439175, started new job
2026-08-10 22:22:40 (ab5b4c19-c170-4295-b9e3-b9c72a664661): SOBOL, best RESULT: 78.0173717439175, new result: RESULT: 157.640315
2026-08-10 22:22:41 (ab5b4c19-c170-4295-b9e3-b9c72a664661): SOBOL, best RESULT: 78.0173717439, █▁, finishing jobs, finished 1 job
2026-08-10 22:22:42 (ab5b4c19-c170-4295-b9e3-b9c72a664661): BOTORCH_MODULAR, best RESULT: 78.0173717439, █▁, getting new HP set (no sbatch)
2026-08-10 22:22:42 (ab5b4c19-c170-4295-b9e3-b9c72a664661): BOTORCH_MODULAR, best RESULT: 78.0173717439, █▁, requested 1 jobs, got 1, 0.45 s/job
2026-08-10 22:22:42 (ab5b4c19-c170-4295-b9e3-b9c72a664661): BOTORCH_MODULAR, best RESULT: 78.0173717439, █▁, eval #1/1 start
2026-08-10 22:22:42 (ab5b4c19-c170-4295-b9e3-b9c72a664661): BOTORCH_MODULAR, best RESULT: 78.0173717439, █▁, starting new job
2026-08-10 22:22:42 (ab5b4c19-c170-4295-b9e3-b9c72a664661): BOTORCH_MODULAR, best RESULT: 78.0173717439, █▁, started new job
2026-08-10 22:22:51 (ab5b4c19-c170-4295-b9e3-b9c72a664661): BOTORCH_MODULAR, best RESULT: 78.0173717439, █▁, new result: RESULT: 45.174032
2026-08-10 22:22:52 (ab5b4c19-c170-4295-b9e3-b9c72a664661): BOTORCH_MODULAR, best RESULT: 45.174031704047, ▅▁█, finishing jobs, finished 1 job
2026-08-10 22:22:53 (ab5b4c19-c170-4295-b9e3-b9c72a664661): BOTORCH_MODULAR, best RESULT: 45.174031704047, ▅▁█, getting new HP set (no sbatch)
2026-08-10 22:22:53 (ab5b4c19-c170-4295-b9e3-b9c72a664661): BOTORCH_MODULAR, best RESULT: 45.174031704047, ▅▁█, requested 1 jobs, got 1, 0.39 s/job
2026-08-10 22:22:53 (ab5b4c19-c170-4295-b9e3-b9c72a664661): BOTORCH_MODULAR, best RESULT: 45.174031704047, ▅▁█, eval #1/1 start
2026-08-10 22:22:53 (ab5b4c19-c170-4295-b9e3-b9c72a664661): BOTORCH_MODULAR, best RESULT: 45.174031704047, ▅▁█, starting new job
2026-08-10 22:22:53 (ab5b4c19-c170-4295-b9e3-b9c72a664661): BOTORCH_MODULAR, best RESULT: 45.174031704047, ▅▁█, started new job
2026-08-10 22:23:02 (ab5b4c19-c170-4295-b9e3-b9c72a664661): BOTORCH_MODULAR, best RESULT: 45.174031704047, ▅▁█, new result: RESULT: 10.000000
2026-08-10 22:23:03 (ab5b4c19-c170-4295-b9e3-b9c72a664661): BOTORCH_MODULAR, best RESULT: 10, ▄▁▆█, finishing jobs, finished 1 job
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.060 │ 1 │ 0.060 │
│ 2 │ 0.050 │ 1 │ 0.050 │
│ 3 │ 0.052 │ 1 │ 0.052 │
│ 4 │ 0.054 │ 1 │ 0.054 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.054 │ │ │
│ Median │ 0.053 │ │ │
│ Total │ 0.216 │ │ │
│ Max │ 0.060 │ │ │
│ Min │ 0.050 │ │ │
└─────────┴─────────┴──────┴──────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.018 │ 1 │ 0.018 │
│ 2 │ 0.034 │ 1 │ 0.034 │
│ 3 │ 0.450 │ 1 │ 0.450 │
│ 4 │ 0.393 │ 1 │ 0.393 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.223 │ │ │
│ Median │ 0.213 │ │ │
│ Total │ 0.894 │ │ │
│ Max │ 0.450 │ │ │
│ Min │ 0.018 │ │ │
└───────────┴─────────┴──────┴──────────────┘
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
1786400538,768.5390625,29.5
RESULT (goal: minimize )Best value: 10 b = 5 (r=0.999, strong positive correlation) a = 5 (r=0.997, strong positive correlation) run_time = 6 (r=0.898, strong positive 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 7 6.25 0.433 4 RESULT 10 157.6403 72.7079 54.6171 4 a 5 63.0539 28.047 21.9449 4 b 5 94.5864 44.6609 32.7703 4
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