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
0,1786625076,2,b2d3c488-ac8c-4514-9870-c6aa71d9b817,1786625078,1786625084,6,./.tests/optimization_example.py --int_param='3' --float_param='-73.71610328555107116699' --choice_param='16' --int_param_two='-26',0,,runnervmliwqe,3,-26,-73.7161032855510711669921875,16,0_0,COMPLETED,SOBOL,-73033.169164615406771190464496612549,3,-73.7161032855510711669921875,-26,16
1,1786625086,2,b2d3c488-ac8c-4514-9870-c6aa71d9b817,1786625088,1786625094,6,./.tests/optimization_example.py --int_param='-58' --float_param='-24.81670210137963294983' --choice_param='8' --int_param_two='-56',0,,runnervmliwqe,-58,-56,-24.8167021013796329498291015625,8,1_0,COMPLETED,SOBOL,-85802.877242024173028767108917236328,-58,-24.8167021013796329498291015625,-56,8

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
1786625074,769.62890625,29.9

! 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	-58	3	-27.5	30.5	2
OO_Info_int_param_two	-56	-26	-41	15	2
OO_Info_float_param	-73.7161	-24.8167	-49.2664	24.4497	2
OO_Info_choice_param	8	16	12	4	2
RESULT	-85802.8772	-73033.1692	-79418.0232	6384.854	2
int_param	-58	3	-27.5	30.5	2
float_param	-73.7161	-24.8167	-49.2664	24.4497	2
int_param_two	-56	-26	-41	15	2
choice_param	8	16	12	4	2

submitit INFO (2026-08-13 12:44:36,615) - Starting with JobEnvironment(job_id=12532, hostname=runnervmliwqe, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-08-13 12:44:36,615) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__/2/single_runs/12532/12532_submitted.pkl
Trial-Index: 0

Parameters: {"int_param": 3, "float_param": -73.71610328555107, "int_param_two": -26, "choice_param": 16}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example.py --int_param='3' --float_param='-73.71610328555107116699' --choice_param='16' --int_param_two='-26'
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example.py
UID: 1001
GID: 1001
Status-Change-Time: 1786624072.732368
Size: 3641 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1786624435.419055
Last modification: 1786624072.732368
Hostname: runnervmliwqe
========
DEBUG INFOS END

./.tests/optimization_example.py --int_param='3' --float_param='-73.71610328555107116699' --choice_param='16' --int_param_two='-26'
stdout:
 OO-Info: int_param: 3
OO-Info: int_param_two: -26
OO-Info: float_param: -73.71610328555107116699
OO-Info: choice_param: 16
RESULT: -73033.16916461544

stderr was empty
Result: {'RESULT': -73033.16916461544}
Final-results: {'RESULT': -73033.16916461544}
EXIT_CODE: 0
submitit INFO (2026-08-13 12:44:44,147) - Job completed successfully
submitit INFO (2026-08-13 12:44:44,147) - Exiting after successful completion