OmniOpt2

Experiment overview

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

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	1	1
UNIFORM	1	1

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
RESULT1	min
RESULT2	min

Git-Version

Commit: b8cfc139fd2a0bf7812194ab058ea72864028ccd (9486-320-gb8cfc139f)

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,RESULT1,RESULT2,int_param,float_param,int_param_two,choice_param
0,1786615997,1,da6c600d-61b4-4c01-bcc0-08813f2c572a,1786615998,1786616004,6,./.tests/optimization_example.py --int_param='0' --float_param='-44.2175197601318359375' --choice_param='4' --int_param_two='-62' --nr_results=2,0,,runnervmliwqe,0,-62,-44.217519760131843042927357601002,4,0_0,COMPLETED,SOBOL,1.956430753700000080286258707929,2.894271830500000142194494401338,0,-44.2175197601318359375,-62,4
1,1786616006,2,da6c600d-61b4-4c01-bcc0-08813f2c572a,1786616008,1786616014,6,./.tests/optimization_example.py --int_param='-69' --float_param='-47.82155356828103975886' --choice_param='8' --int_param_two='-28' --nr_results=2,0,,runnervmliwqe,-69,-28,-47.821553568281039758858241839334,8,1_0,COMPLETED,UNIFORM,1.199993421754993461192384529568,2.480224088428675255357802598155,-69,-47.821553568281039758858241839334,-28,8

Arguments Overview

Key	Value
install	False
config_yaml	None
config_toml	None
config_json	None
num_random_steps	1
max_eval	2
run_program	[['Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUucHkgLS1pbnRfcGFyYW09JyUoaW50X3BhcmFtKScgLS1mbG9hdF9wYXJhbT…
experiment_name	multi_results_2_results_UNIFORM
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	UNIFORM
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	/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	['RESULT1=min', 'RESULT2=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	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
1786615995,769.4296875,30.4

! 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	-69	0	-34.5	34.5	2
OO_Info_int_param_two	-62	-28	-45	17	2
OO_Info_float_param	-47.8216	-44.2175	-46.0195	1.802	2
OO_Info_choice_param	4	8	6	2	2
RESULT1	1.2	1.9564	1.5782	0.3782	2
RESULT2	2.4802	2.8943	2.6872	0.207	2
int_param	-69	0	-34.5	34.5	2
float_param	-47.8216	-44.2175	-46.0195	1.802	2
int_param_two	-62	-28	-45	17	2
choice_param	4	8	6	2	2

submitit INFO (2026-08-13 10:13:17,602) - Starting with JobEnvironment(job_id=17857, hostname=runnervmliwqe, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-08-13 10:13:17,602) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_UNIFORM/0/single_runs/17857/17857_submitted.pkl
Trial-Index: 0

Parameters: {"int_param": 0, "float_param": -44.217519760131836, "int_param_two": -62, "choice_param": 4}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example.py --int_param='0' --float_param='-44.2175197601318359375' --choice_param='4' --int_param_two='-62' --nr_results=2
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example.py
UID: 1001
GID: 1001
Status-Change-Time: 1786612605.6831605
Size: 3641 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1786612973.252161
Last modification: 1786612605.6831605
Hostname: runnervmliwqe
========
DEBUG INFOS END

./.tests/optimization_example.py --int_param='0' --float_param='-44.2175197601318359375' --choice_param='4' --int_param_two='-62' --nr_results=2
stdout:
 OO-Info: int_param: 0
OO-Info: int_param_two: -62
OO-Info: float_param: -44.2175197601318359375
OO-Info: choice_param: 4
RESULT1: 1.9564307536541272
RESULT2: 2.8942718304826

stderr was empty
Result: {'RESULT1': 1.9564307536541272, 'RESULT2': 2.8942718304826}
Final-results: {'RESULT1': 1.9564307536541272, 'RESULT2': 2.8942718304826}
EXIT_CODE: 0
submitit INFO (2026-08-13 10:13:24,994) - Job completed successfully
submitit INFO (2026-08-13 10:13:24,995) - Exiting after successful completion