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
-81	-1	-61.7233186960…	4	-81	-61.7233186960…	-1	4	-119228.93257…

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: ad0f471c5d8a70c3229d4ecc7250fbc28a86eee0 (9808)

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
0,1786851763,4,720314cd-ae89-47a8-94c4-0b6457380bb2,1786851767,1786851773,6,./.tests/optimization_example --int_param='-81' --float_param='-61.72331869602203369141' --choice_param='4' --int_param_two='-1',0,,runnervmzvulz,-81,-1,-61.72331869602203369140625,4,0_0,COMPLETED,SOBOL,-119228.932578109204769134521484375,-81,-61.72331869602203369140625,-1,4
1,1786851775,3,720314cd-ae89-47a8-94c4-0b6457380bb2,1786851778,1786851784,6,./.tests/optimization_example --int_param='-7' --float_param='-17.99492017365992069244' --choice_param='hallo' --int_param_two='-83',0,,runnervmzvulz,-7,-83,-17.99492017365992069244384765625,hallo,1_0,COMPLETED,SOBOL,-83827.78353792992129456251859664917,-7,-17.99492017365992069244384765625,-83,hallo

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.222 │    1 │        0.222 │
│       2 │   0.077 │    1 │        0.077 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.150 │      │              │
│  Median │   0.150 │      │              │
│   Total │   0.299 │      │              │
│     Max │   0.222 │      │              │
│     Min │   0.077 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.037 │    1 │        0.037 │
│         2 │   0.082 │    1 │        0.082 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.059 │      │              │
│    Median │   0.059 │      │              │
│     Total │   0.119 │      │              │
│       Max │   0.082 │      │              │
│       Min │   0.037 │      │              │
└───────────┴─────────┴──────┴──────────────┘

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 --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
optuna_sampler	None
optuna_pruner	none
optuna_n_startup_trials	10
optuna_multivariate	False
optuna_group	False
optuna_constraints	False
optuna_n_ei_candidates	0
optuna_storage	None
optuna_study_name	omniopt_study
optuna_no_load_if_exists	False
optuna_extra_iters	1
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
1786851761,907.53515625,27.2

! 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	-81	-7	-44	37	2
OO_Info_int_param_two	-83	-1	-42	41	2
OO_Info_float_param	-61.7233	-17.9949	-39.8591	21.8642	2
OO_Info_choice_param	No numerical statistics available
RESULT	-119228.9326	-83827.7835	-101528.3581	17700.5745	2
int_param	-81	-7	-44	37	2
float_param	-61.7233	-17.9949	-39.8591	21.8642	2
int_param_two	-83	-1	-42	41	2
choice_param	No numerical statistics available

submitit INFO (2026-08-13 08:27:00,297) - Starting with JobEnvironment(job_id=12962, hostname=runnervmliwqe, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-08-13 08:27:00,298) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__/0/single_runs/12962/12962_submitted.pkl
Trial-Index: 0

Parameters: {"int_param": -91, "float_param": -10.943180918693542, "int_param_two": -31, "choice_param": 2}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example.py --int_param='-91' --float_param='-10.94318091869354248047' --choice_param='2' --int_param_two='-31'
pwd: /home/runner/work/OmniOpt/OmniOpt
File: ./.tests/optimization_example.py
UID: 1001
GID: 1001
Status-Change-Time: 1786608549.1705341
Size: 3641 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1786608895.5749702
Last modification: 1786608549.1705341
Hostname: runnervmliwqe
========
DEBUG INFOS END

./.tests/optimization_example.py --int_param='-91' --float_param='-10.94318091869354248047' --choice_param='2' --int_param_two='-31'
stdout:
 OO-Info: int_param: -91
OO-Info: int_param_two: -31
OO-Info: float_param: -10.94318091869354248047
OO-Info: choice_param: 2
RESULT: -107945.57017806193

stderr was empty
Result: {'RESULT': -107945.57017806193}
Final-results: {'RESULT': -107945.57017806193}
EXIT_CODE: 0
submitit INFO (2026-08-13 08:27:07,851) - Job completed successfully
submitit INFO (2026-08-13 08:27:07,852) - Exiting after successful completion