OmniOpt2

Experiment overview

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

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

Git-Version

Commit: 641809af8e4af42f142e7f078b4e38fd9a5b2ace (9486-321-g641809af8)

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
0,1786625227,2,1e4169d7-2cf9-45e2-b9b0-f8d127a406b7,1786625229,1786625235,6,./.tests/optimization_example.py --int_param='-59' --float_param='-18.22262585163116455078' --choice_param='8' --int_param_two='-24',0,,runnervmvrwv9,-59,-24,-18.22262585163116455078125,8,0_0,COMPLETED,SOBOL,-55123.023514448497735429555177688599,-59,-18.22262585163116455078125,-24,8
1,1786625237,2,1e4169d7-2cf9-45e2-b9b0-f8d127a406b7,1786625239,1786625245,6,./.tests/optimization_example.py --int_param='-44' --float_param='-94.13943187333643436432' --choice_param='2' --int_param_two='-99',0,,runnervmvrwv9,-44,-99,-94.139431873336448575173562858254,2,1_0,COMPLETED,SOBOL,-229911.589521679154131561517715454102,-44,-94.13943187333643436431884765625,-99,2

Arguments Overview

Key	Value
install	False
config_yaml	None
config_toml	None
config_json	/home/runner/work/OmniOpt/OmniOpt/.tests/example_config_cpu.json
num_random_steps	20
max_eval	2
run_program	./.tests/optimization_example.py --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']},
	{'auto_exclude_defective_hosts': True, 'model': 'BOTORCH_MODULAR', 'num_random_steps': 1, 'param':
	['int_param_two', 'range', -100, 10, 'int']}]
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
1786625225,898.55859375,28.8

! 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	-59	-44	-51.5	7.5	2
OO_Info_int_param_two	-99	-24	-61.5	37.5	2
OO_Info_float_param	-94.1394	-18.2226	-56.181	37.9584	2
OO_Info_choice_param	2	8	5	3	2
RESULT	-229911.5895	-55123.0235	-142517.3065	87394.283	2
int_param	-59	-44	-51.5	7.5	2
float_param	-94.1394	-18.2226	-56.181	37.9584	2
int_param_two	-99	-24	-61.5	37.5	2
choice_param	2	8	5	3	2

submitit INFO (2026-08-13 12:47:07,848) - Starting with JobEnvironment(job_id=9971, hostname=runnervmvrwv9, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-08-13 12:47:07,848) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__/2/single_runs/9971/9971_submitted.pkl
Trial-Index: 0

Parameters: {"int_param": -59, "float_param": -18.222625851631165, "int_param_two": -24, "choice_param": 8}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example.py --int_param='-59' --float_param='-18.22262585163116455078' --choice_param='8' --int_param_two='-24'
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example.py
UID: 1001
GID: 1001
Status-Change-Time: 1786624115.8948462
Size: 3641 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1786624498.8592188
Last modification: 1786624115.8948462
Hostname: runnervmvrwv9
========
DEBUG INFOS END

./.tests/optimization_example.py --int_param='-59' --float_param='-18.22262585163116455078' --choice_param='8' --int_param_two='-24'
stdout:
 OO-Info: int_param: -59
OO-Info: int_param_two: -24
OO-Info: float_param: -18.22262585163116455078
OO-Info: choice_param: 8
RESULT: -55123.02351444848

stderr was empty
Result: {'RESULT': -55123.02351444848}
Final-results: {'RESULT': -55123.02351444848}
EXIT_CODE: 0
submitit INFO (2026-08-13 12:47:15,376) - Job completed successfully
submitit INFO (2026-08-13 12:47:15,376) - Exiting after successful completion