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
-94	-95	6.540…	16	-94	6.54…	-95	16	-1987…

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 12:06:43 (1c273c7c-5aa3-4908-a4c1-626f8a0c5d16): BOTORCH_MODULAR, best RESULT: -198763.065123936, ▁█, finishing jobs, finished 1 job

Git-Version

Commit: d954f4cebb55df7a7dcd6084705cef58e7f041e3 (9430-29-gd954f4ceb)

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
0,1786363581,2,1c273c7c-5aa3-4908-a4c1-626f8a0c5d16,1786363583,1786363589,6,./.tests/optimization_example  --int_param='-51' --float_param='-92.84527547657489776611' --choice_param='hallo' --int_param_two='-45' --nr_results=1,0,,e784cb4b8ccc,-51,-45,-92.845275476574883555258566047996,hallo,0_0,COMPLETED,SOBOL,-152255.499330868013203144073486328125,-51,-92.84527547657489776611328125,-45,hallo
1,1786363592,2,1c273c7c-5aa3-4908-a4c1-626f8a0c5d16,1786363594,1786363600,6,./.tests/optimization_example  --int_param='-94' --float_param='6.54094529222867038243' --choice_param='16' --int_param_two='-95' --nr_results=1,0,,e784cb4b8ccc,-94,-95,6.5409452922286703824283904396,16,1_0,COMPLETED,BOTORCH_MODULAR,-198763.06512393598677590489387512207,-94,6.5409452922286703824283904396,-95,16

2026-08-10 12:06:21 (1c273c7c-5aa3-4908-a4c1-626f8a0c5d16): SOBOL, Started OmniOpt2 run...
2026-08-10 12:06:21 (1c273c7c-5aa3-4908-a4c1-626f8a0c5d16): SOBOL, getting new HP set (no sbatch)
2026-08-10 12:06:21 (1c273c7c-5aa3-4908-a4c1-626f8a0c5d16): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2026-08-10 12:06:21 (1c273c7c-5aa3-4908-a4c1-626f8a0c5d16): SOBOL, eval #1/1 start                    
2026-08-10 12:06:21 (1c273c7c-5aa3-4908-a4c1-626f8a0c5d16): SOBOL, starting new job                   
2026-08-10 12:06:21 (1c273c7c-5aa3-4908-a4c1-626f8a0c5d16): SOBOL, started new job                    
2026-08-10 12:06:30 (1c273c7c-5aa3-4908-a4c1-626f8a0c5d16): SOBOL, new result: RESULT: -152255.499331 
2026-08-10 12:06:32 (1c273c7c-5aa3-4908-a4c1-626f8a0c5d16): SOBOL, best RESULT: -152255.499330868, finishing jobs, finished 1 job
2026-08-10 12:06:32 (1c273c7c-5aa3-4908-a4c1-626f8a0c5d16): BOTORCH_MODULAR, best RESULT: -152255.499330868, getting new HP set (no sbatch)
2026-08-10 12:06:32 (1c273c7c-5aa3-4908-a4c1-626f8a0c5d16): BOTORCH_MODULAR, best RESULT: -152255.499330868, requested 1 jobs, got 1, 0.32 s/job
2026-08-10 12:06:32 (1c273c7c-5aa3-4908-a4c1-626f8a0c5d16): BOTORCH_MODULAR, best RESULT: -152255.499330868, eval #1/1 start                    
2026-08-10 12:06:32 (1c273c7c-5aa3-4908-a4c1-626f8a0c5d16): BOTORCH_MODULAR, best RESULT: -152255.499330868, starting new job                   
2026-08-10 12:06:32 (1c273c7c-5aa3-4908-a4c1-626f8a0c5d16): BOTORCH_MODULAR, best RESULT: -152255.499330868, started new job                    
2026-08-10 12:06:41 (1c273c7c-5aa3-4908-a4c1-626f8a0c5d16): BOTORCH_MODULAR, best RESULT: -152255.499330868, new result: RESULT: -198763.065124 
2026-08-10 12:06:43 (1c273c7c-5aa3-4908-a4c1-626f8a0c5d16): BOTORCH_MODULAR, best RESULT: -198763.065123936, ▁█, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.090 │    1 │        0.090 │
│       2 │   0.051 │    1 │        0.051 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.071 │      │              │
│  Median │   0.071 │      │              │
│   Total │   0.142 │      │              │
│     Max │   0.090 │      │              │
│     Min │   0.051 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.025 │    1 │        0.025 │
│         2 │   0.315 │    1 │        0.315 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.170 │      │              │
│    Median │   0.170 │      │              │
│     Total │   0.340 │      │              │
│       Max │   0.315 │      │              │
│       Min │   0.025 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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
1786363579,795,29.6

! 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	-94	-51	-72.5	21.5	2
OO_Info_int_param_two	-95	-45	-70	25	2
OO_Info_float_param	-92.8453	6.5409	-43.1522	49.6931	2
OO_Info_choice_param	No numerical statistics available
RESULT	-198763.0651	-152255.4993	-175509.2822	23253.7829	2
int_param	-94	-51	-72.5	21.5	2
float_param	-92.8453	6.5409	-43.1522	49.6931	2
int_param_two	-95	-45	-70	25	2
choice_param	No numerical statistics available

submitit INFO (2026-08-10 12:06:22,135) - Starting with JobEnvironment(job_id=663, hostname=e784cb4b8ccc, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-08-10 12:06:22,135) - Loading pickle: /var/opt/omniopt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/0/single_runs/663/663_submitted.pkl
Trial-Index: 0

Parameters: {"int_param": -51, "float_param": -92.8452754765749, "int_param_two": -45, "choice_param": "hallo"}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example  --int_param='-51' --float_param='-92.84527547657489776611' --choice_param='hallo' --int_param_two='-45' --nr_results=1
pwd: /var/opt/omniopt
File: ./.tests/optimization_example
UID: 0
GID: 0
Status-Change-Time: 1786363522.5764637
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: root
Last access: 1786363218.1430943
Last modification: 1786363218.1430943
Hostname: e784cb4b8ccc
========
DEBUG INFOS END

./.tests/optimization_example  --int_param='-51' --float_param='-92.84527547657489776611' --choice_param='hallo' --int_param_two='-45' --nr_results=1
stdout:
 OO-Info: int_param: -51
OO-Info: int_param_two: -45
OO-Info: float_param: -92.84527547657489776611
OO-Info: choice_param: hallo
RESULT: -152255.499330868

stderr was empty
Result: {'RESULT': -152255.499330868}
Final-results: {'RESULT': -152255.499330868}
EXIT_CODE: 0
submitit INFO (2026-08-10 12:06:29,706) - Job completed successfully
submitit INFO (2026-08-10 12:06:29,706) - Exiting after successful completion