OmniOpt2

Experiment overview

Setting	Value
Model for non-random steps	BOTORCH_MODULAR
Max. nr. evaluations	2
Number random steps	1
Nr. of workers (parameter)	1

Best RESULT, min (total: 2)

OO_In…	OO_In…	OO_In…	OO_In…	int_p…	floa…	int_p…	choi…	RESULT
2	-86	-56.1…	2	2	-56.…	-86	2	-1196…

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	1	1
BOTORCH_MODULAR	1	1

Experiment parameters

		Lower	Upper			Log
Name	Type	bound	bound	Values	Type	Scale?
int_param	range	-100	10		int	No
float_pa…	range	-100	10		float	No
choice_p…	choice			1, 2, 4,
				8, 16,
				hallo
int_para…	range	-100	10		int	No

Number of evaluations

Failed	Succeeded	Running	Total
0	2	0	2

Result names and types

name	min/max
RESULT	min

Last progressbar status

2026-08-10 12:31:15 (84e3ddf0-91f0-47fc-8e1d-1d14de37dd1d): BOTORCH_MODULAR, best RESULT: -119615.77400902, ▁█, finishing jobs, finished 1 job

Git-Version

Commit: 8d9ea2c06ec694bc91f726afe6849ffb97134f39 (9430-36-g8d9ea2c06)

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,arm_name,trial_status,generation_node,RESULT,int_param,float_param,int_param_two,choice_param
0,1786365055,2,84e3ddf0-91f0-47fc-8e1d-1d14de37dd1d,1786365057,1786365063,6,./.tests/optimization_example  --int_param='-46' --float_param='-22.62213647365570068359' --choice_param='hallo' --int_param_two='3' --nr_results=1,0,,6a9184f4c773,-46,3,-22.62213647365570068359375,hallo,0_0,COMPLETED,SOBOL,-34346.744233692603302188217639923096,-46,-22.62213647365570068359375,3,hallo
1,1786365065,1,84e3ddf0-91f0-47fc-8e1d-1d14de37dd1d,1786365066,1786365072,6,./.tests/optimization_example  --int_param='2' --float_param='-56.11665403882955871495' --choice_param='2' --int_param_two='-86' --nr_results=1,0,,6a9184f4c773,2,-86,-56.116654038829558714951417641714,2,1_0,COMPLETED,BOTORCH_MODULAR,-119615.774009019994991831481456756592,2,-56.116654038829558714951417641714,-86,2

2026-08-10 12:30:55 (84e3ddf0-91f0-47fc-8e1d-1d14de37dd1d): SOBOL, Started OmniOpt2 run...
2026-08-10 12:30:55 (84e3ddf0-91f0-47fc-8e1d-1d14de37dd1d): SOBOL, getting new HP set (no sbatch)
2026-08-10 12:30:55 (84e3ddf0-91f0-47fc-8e1d-1d14de37dd1d): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2026-08-10 12:30:55 (84e3ddf0-91f0-47fc-8e1d-1d14de37dd1d): SOBOL, eval #1/1 start                    
2026-08-10 12:30:55 (84e3ddf0-91f0-47fc-8e1d-1d14de37dd1d): SOBOL, starting new job                   
2026-08-10 12:30:55 (84e3ddf0-91f0-47fc-8e1d-1d14de37dd1d): SOBOL, started new job                    
2026-08-10 12:31:03 (84e3ddf0-91f0-47fc-8e1d-1d14de37dd1d): SOBOL, new result: RESULT: -34346.744234  
2026-08-10 12:31:05 (84e3ddf0-91f0-47fc-8e1d-1d14de37dd1d): SOBOL, best RESULT: -34346.7442336926, finishing jobs, finished 1 job
2026-08-10 12:31:05 (84e3ddf0-91f0-47fc-8e1d-1d14de37dd1d): BOTORCH_MODULAR, best RESULT: -34346.7442336926, getting new HP set (no sbatch)
2026-08-10 12:31:05 (84e3ddf0-91f0-47fc-8e1d-1d14de37dd1d): BOTORCH_MODULAR, best RESULT: -34346.7442336926, requested 1 jobs, got 1, 0.22 s/job
2026-08-10 12:31:05 (84e3ddf0-91f0-47fc-8e1d-1d14de37dd1d): BOTORCH_MODULAR, best RESULT: -34346.7442336926, eval #1/1 start                    
2026-08-10 12:31:05 (84e3ddf0-91f0-47fc-8e1d-1d14de37dd1d): BOTORCH_MODULAR, best RESULT: -34346.7442336926, starting new job                   
2026-08-10 12:31:05 (84e3ddf0-91f0-47fc-8e1d-1d14de37dd1d): BOTORCH_MODULAR, best RESULT: -34346.7442336926, started new job                    
2026-08-10 12:31:13 (84e3ddf0-91f0-47fc-8e1d-1d14de37dd1d): BOTORCH_MODULAR, best RESULT: -34346.7442336926, new result: RESULT: -119615.774009 
2026-08-10 12:31:15 (84e3ddf0-91f0-47fc-8e1d-1d14de37dd1d): BOTORCH_MODULAR, best RESULT: -119615.77400902, ▁█, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.067 │    1 │        0.067 │
│       2 │   0.036 │    1 │        0.036 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.052 │      │              │
│  Median │   0.052 │      │              │
│   Total │   0.103 │      │              │
│     Max │   0.067 │      │              │
│     Min │   0.036 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.018 │    1 │        0.018 │
│         2 │   0.221 │    1 │        0.221 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.119 │      │              │
│    Median │   0.119 │      │              │
│     Total │   0.239 │      │              │
│       Max │   0.221 │      │              │
│       Min │   0.018 │      │              │
└───────────┴─────────┴──────┴──────────────┘

Arguments Overview

Key	Value
config_yaml	None
config_toml	None
config_json	None
num_random_steps	1
max_eval	2
run_program	[['Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4…
experiment_name	__main__tests__BOTORCH_MODULAR___no…
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	/root
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
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_exha…	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	1
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

This logs the CPU and RAM usage of the main worker process.

timestamp,ram_usage_mb,cpu_usage_percent
1786365051,795.203125,30.3

! 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	-46	2	-22	24	2
OO_Info_int_param_two	-86	3	-41.5	44.5	2
OO_Info_float_param	-56.1167	-22.6221	-39.3694	16.7473	2
OO_Info_choice_param	No numerical statistics available
RESULT	-119615.774	-34346.7442	-76981.2591	42634.5149	2
int_param	-46	2	-22	24	2
float_param	-56.1167	-22.6221	-39.3694	16.7473	2
int_param_two	-86	3	-41.5	44.5	2
choice_param	No numerical statistics available

submitit INFO (2026-08-10 12:30:55,916) - Starting with JobEnvironment(job_id=663, hostname=6a9184f4c773, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-08-10 12:30:55,917) - Loading pickle: /var/opt/omniopt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/0/single_runs/663/663_submitted.pkl
Trial-Index: 0

Parameters: {"int_param": -46, "float_param": -22.6221364736557, "int_param_two": 3, "choice_param": "hallo"}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example  --int_param='-46' --float_param='-22.62213647365570068359' --choice_param='hallo' --int_param_two='3' --nr_results=1
pwd: /var/opt/omniopt
File: ./.tests/optimization_example
UID: 0
GID: 0
Status-Change-Time: 1786364999.2155807
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: root
Last access: 1786364698.5006106
Last modification: 1786364698.5006106
Hostname: 6a9184f4c773
========
DEBUG INFOS END

./.tests/optimization_example  --int_param='-46' --float_param='-22.62213647365570068359' --choice_param='hallo' --int_param_two='3' --nr_results=1
stdout:
 OO-Info: int_param: -46
OO-Info: int_param_two: 3
OO-Info: float_param: -22.62213647365570068359
OO-Info: choice_param: hallo
RESULT: -34346.7442336926

stderr was empty
Result: {'RESULT': -34346.7442336926}
Final-results: {'RESULT': -34346.7442336926}
EXIT_CODE: 0
submitit INFO (2026-08-10 12:31:03,159) - Job completed successfully
submitit INFO (2026-08-10 12:31:03,160) - Exiting after successful completion