OmniOpt2

Experiment overview

Setting	Value
Max. nr. evaluations	2
Number random steps	2
Number random steps (from arguments)	20
Nr. of workers (parameter)	20

Best RESULT, min (total: 2)

OO_Info_int_pa…	OO_Info_int_pa…	OO_Info_float_…	OO_Info_choic…	int_param	float_param	int_param_two	choice_param	RESULT
-55	-71	1.326103210449…	hallo	-55	1.326103210449…	-71	hallo	-93780.695176…

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

name	min/max
RESULT	min

Last progressbar status

2026-08-10 22:13:49 (ce981487-ab40-4070-9561-1abdb735ea66): SOBOL, best RESULT: -93780.6951762027, █▁, finishing jobs, finished 1 job

Git-Version

Commit: c067a089d4345332aa67a43795e69b42a25dadc6 (9475-12-gc067a089d)

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
0,1786400010,2,ce981487-ab40-4070-9561-1abdb735ea66,1786400012,1786400018,6,./.tests/optimization_example --int_param='-55' --float_param='1.32610321044921875' --choice_param='hallo' --int_param_two='-71',0,,runnervmvrwv9,-55,-71,1.32610321044921875,hallo,0_0,COMPLETED,SOBOL,-93780.695176202701986767351627349854,-55,1.32610321044921875,-71,hallo
1,1786400020,1,ce981487-ab40-4070-9561-1abdb735ea66,1786400021,1786400027,6,./.tests/optimization_example --int_param='6' --float_param='-70.59750583022832870483' --choice_param='4' --int_param_two='-19',0,,runnervmvrwv9,6,-19,-70.597505830228328704833984375,4,1_0,COMPLETED,SOBOL,-62940.348877514101332053542137145996,6,-70.597505830228328704833984375,-19,4

2026-08-10 22:13:30 (ce981487-ab40-4070-9561-1abdb735ea66): SOBOL, Started OmniOpt2 run...
2026-08-10 22:13:30 (ce981487-ab40-4070-9561-1abdb735ea66): SOBOL, getting new HP set (no sbatch)
2026-08-10 22:13:30 (ce981487-ab40-4070-9561-1abdb735ea66): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2026-08-10 22:13:30 (ce981487-ab40-4070-9561-1abdb735ea66): SOBOL, eval #1/1 start                    
2026-08-10 22:13:30 (ce981487-ab40-4070-9561-1abdb735ea66): SOBOL, starting new job                   
2026-08-10 22:13:31 (ce981487-ab40-4070-9561-1abdb735ea66): SOBOL, started new job                    
2026-08-10 22:13:39 (ce981487-ab40-4070-9561-1abdb735ea66): SOBOL, new result: RESULT: -93780.695176  
2026-08-10 22:13:40 (ce981487-ab40-4070-9561-1abdb735ea66): SOBOL, best RESULT: -93780.6951762027, finishing jobs, finished 1 job
2026-08-10 22:13:40 (ce981487-ab40-4070-9561-1abdb735ea66): SOBOL, best RESULT: -93780.6951762027, getting new HP set (no sbatch)
2026-08-10 22:13:40 (ce981487-ab40-4070-9561-1abdb735ea66): SOBOL, best RESULT: -93780.6951762027, requested 1 jobs, got 1, 0.04 s/job
2026-08-10 22:13:40 (ce981487-ab40-4070-9561-1abdb735ea66): SOBOL, best RESULT: -93780.6951762027, eval #1/1 start                    
2026-08-10 22:13:40 (ce981487-ab40-4070-9561-1abdb735ea66): SOBOL, best RESULT: -93780.6951762027, starting new job                   
2026-08-10 22:13:40 (ce981487-ab40-4070-9561-1abdb735ea66): SOBOL, best RESULT: -93780.6951762027, started new job                    
2026-08-10 22:13:48 (ce981487-ab40-4070-9561-1abdb735ea66): SOBOL, best RESULT: -93780.6951762027, new result: RESULT: -62940.348878  
2026-08-10 22:13:49 (ce981487-ab40-4070-9561-1abdb735ea66): SOBOL, best RESULT: -93780.6951762027, █▁, finishing jobs, finished 1 job

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.079 │    1 │        0.079 │
│       2 │   0.042 │    1 │        0.042 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.060 │      │              │
│  Median │   0.060 │      │              │
│   Total │   0.121 │      │              │
│     Max │   0.079 │      │              │
│     Min │   0.042 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.021 │    1 │        0.021 │
│         2 │   0.042 │    1 │        0.042 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.032 │      │              │
│    Median │   0.032 │      │              │
│     Total │   0.063 │      │              │
│       Max │   0.042 │      │              │
│       Min │   0.021 │      │              │
└───────────┴─────────┴──────┴──────────────┘

Arguments Overview

Key	Value
config_yaml	.tests/example_config_cpu.yaml
config_toml	None
config_json	None
num_random_steps	20
max_eval	2
run_program	./.tests/optimization_example --int_param='%(int_param)' --float_param='%(float_param)'
	--choice_param='%(choice_param)' --int_param_two='%(int_param_two)'
experiment_name	__main__tests__
mem_gb	4
parameter	[{'param': ['int_param', 'range', '-100', '10', 'int']}, {'param': ['float_param', 'range', '-100',
	'10', 'float']}, {'param': ['choice_param', 'choice', '1,2,4,8,16,hallo']}, {'param':
	['int_param_two', 'range', '-100', '10', 'int'], 'num_random_steps': 1, 'model': 'BOTORCH_MODULAR',
	'auto_exclude_defective_hosts': True}]
continue_previous_job	None
experiment_constraints	None
run_dir	runs
seed	None
verbose_tqdm	False
model	None
gridsearch	False
occ	False
show_sixel_scatter	False
show_sixel_general	False
show_sixel_trial_index_result	False
follow	True
send_anonymized_usage_stats	False
ui_url	None
root_venv_dir	/home/runner
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_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	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	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	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
1786399990,899.10546875,30.2

! 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	-55	6	-24.5	30.5	2
OO_Info_int_param_two	-71	-19	-45	26	2
OO_Info_float_param	-70.5975	1.3261	-34.6357	35.9618	2
OO_Info_choice_param	No numerical statistics available
RESULT	-93780.6952	-62940.3489	-78360.522	15420.1731	2
int_param	-55	6	-24.5	30.5	2
float_param	-70.5975	1.3261	-34.6357	35.9618	2
int_param_two	-71	-19	-45	26	2
choice_param	No numerical statistics available

submitit INFO (2026-08-10 22:13:31,239) - Starting with JobEnvironment(job_id=81552, hostname=runnervmvrwv9, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-08-10 22:13:31,240) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__/1/single_runs/81552/81552_submitted.pkl
Trial-Index: 0

Parameters: {"int_param": -55, "float_param": 1.3261032104492188, "int_param_two": -71, "choice_param": "hallo"}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --int_param='-55' --float_param='1.32610321044921875' --choice_param='hallo' --int_param_two='-71'
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example
UID: 1001
GID: 1001
Status-Change-Time: 1786398817.726408
Size: 5714 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1786399389.3523061
Last modification: 1786398817.726408
Hostname: runnervmvrwv9
========
DEBUG INFOS END

./.tests/optimization_example --int_param='-55' --float_param='1.32610321044921875' --choice_param='hallo' --int_param_two='-71'
stdout:
 OO-Info: int_param: -55
OO-Info: int_param_two: -71
OO-Info: float_param: 1.32610321044921875
OO-Info: choice_param: hallo
RESULT: -93780.6951762027

stderr was empty
Result: {'RESULT': -93780.6951762027}
Final-results: {'RESULT': -93780.6951762027}
EXIT_CODE: 0
submitit INFO (2026-08-10 22:13:38,441) - Job completed successfully
submitit INFO (2026-08-10 22:13:38,441) - Exiting after successful completion