OmniOpt2

Experiment overview

Setting	Value
Model for non-random steps	BOTORCH_MODULAR
Max. nr. evaluations	1
Number random steps	1
Nr. of workers (parameter)	1
Main process memory (GB)	8
Worker memory (GB)	4

Best RESULT1, min (total: 1)

OO_Info_…	OO_Info_i…	OO_Info_…	OO_Info_c…	OO_Info_…	RESULT2	RESULT3	int_param	float_par…	int_para…	choice_pa…	RESULT1
-49	-63	-84.7717…	1	2342151	2.8755542…	3.227226…	-49	-84.77177…	-63	1	1.536690…

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	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	1	0	1

Result names and types

name	min/max
RESULT1	min
RESULT2	max
RESULT3	min

Git-Version

Commit: 039f4a115526b1a48652338cdd8e0f3ee734c17c (10002-1-g039f4a115)

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,OO_Info_SLURM_JOB_ID,arm_name,trial_status,generation_node,RESULT1,RESULT2,RESULT3,int_param,float_param,int_param_two,choice_param
0,1788980504,6,fb572f71-ddc0-444f-a7a1-243ef37a1475,1788980511,1788980517,6,./.tests/optimization_example --random_sem --int_param='-49' --float_param='-84.77177724242210388184' --choice_param='1' --int_param_two='-63' --nr_results=3,0,,i8025,-49,-63,-84.771777242422089670981222297996,1,2342151,0_0,COMPLETED,SOBOL,1.536690933369192713087159063434,2.875554273969248342268656415399,3.227226479398950687027536332607,-49,-84.7717772424221038818359375,-63,1

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.514 │    1 │        0.514 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.514 │      │              │
│  Median │   0.514 │      │              │
│   Total │   0.514 │      │              │
│     Max │   0.514 │      │              │
│     Min │   0.514 │      │              │
└─────────┴─────────┴──────┴──────────────┘

           Model generation times            
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│         1 │   0.112 │    1 │        0.112 │
├───────────┼─────────┼──────┼──────────────┤
│   Average │   0.112 │      │              │
│    Median │   0.112 │      │              │
│     Total │   0.112 │      │              │
│       Max │   0.112 │      │              │
│       Min │   0.112 │      │              │
└───────────┴─────────┴──────┴──────────────┘

Arguments Overview

Key	Value
install	False
config_yaml	None
config_toml	None
config_json	None
num_random_steps	1
max_eval	1
run_program	[['Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgLS1yYW5kb21fc2VtIC0taW50X3BhcmFtPSclKGludF9wYXJhbSknIC0tZm…
experiment_name	test_if_debug_py_has_alternating
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	BOTORCH_MODULAR
gridsearch	False
occ	False
show_sixel_scatter	False
show_sixel_general	False
show_sixel_trial_index_result	False
follow	True
wait_until_ended	False
send_anonymized_usage_stats	True
ui_url	None
root_venv_dir	/home/s3811141
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
local_cpu_monitor	False
disable_previous_job_constraint	False
workdir
occ_type	euclid
result_names	['RESULT1=min', 'RESULT2=max', 'RESULT3=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	True
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
formula	None
formula_mode	auto
formula_python_path	/home/s3811141/.omniax_venvs/Python_3.10.4/x86_64/bin/python
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	1
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

1788980500.1753,1,0,0
1788980504.8451,1,0,0
1788980505.1873,1,1,100
1788980518.1909,1,1,100
1788980524.88,1,0,0
1788980535.3207,1,0,0

This logs the CPU and RAM usage of the main worker process.

timestamp,ram_usage_mb,cpu_usage_percent
1788980500,783.43359375,30.5

! No notable correlations between parameters were found (threshold: |r| > 0.3).

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	Count
run_time	6	6	6	1
OO_Info_int_param	-49	-49	-49	1
OO_Info_int_param_two	-63	-63	-63	1
OO_Info_float_param	-84.7718	-84.7718	-84.7718	1
OO_Info_choice_param	1	1	1	1
RESULT1	1.5367	1.5367	1.5367	1
RESULT2	2.8756	2.8756	2.8756	1
RESULT3	3.2272	3.2272	3.2272	1
int_param	-49	-49	-49	1
float_param	-84.7718	-84.7718	-84.7718	1
int_param_two	-63	-63	-63	1
choice_param	1	1	1	1

submitit INFO (2026-09-09 10:02:49,096) - Starting with JobEnvironment(job_id=2340474, hostname=i8027, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-09-09 10:02:49,096) - Loading pickle: /home/h8/s3811141/test/randomtest_93382/OmniOpt/runs/test_if_debug_py_has_alternating/0/single_runs/2340474/2340474_submitted.pkl
Trial-Index: 0

Parameters: {"int_param": -56, "float_param": -70.12158960103989, "int_param_two": -81, "choice_param": 4}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --random_sem --int_param='-56' --float_param='-70.12158960103988647461' --choice_param='4' --int_param_two='-81' --nr_results=3
pwd: /home/h8/s3811141/test/randomtest_93382/OmniOpt
File: ./.tests/optimization_example
UID: 2105408
GID: 200270
SLURM_JOB_ID: 2340474
Status-Change-Time: 1788936923.3948035
Size: 3740 Bytes
Permissions: -rwxr-xr-x
Owner: s3811141
Last access: 1788937824.85249
Last modification: 1788936923.3948035
Hostname: i8027
========
DEBUG INFOS END

./.tests/optimization_example --random_sem --int_param='-56' --float_param='-70.12158960103988647461' --choice_param='4' --int_param_two='-81' --nr_results=3
stdout:
 OO-Info: int_param: -56
OO-Info: int_param_two: -81
OO-Info: float_param: -70.12158960103988647461
OO-Info: choice_param: 4
RESULT1: 1.3788797240904658
SEM-RESULT1: 0.37297423544159947
RESULT2: 2.6303854880032516
SEM-RESULT2: 0.44907937389088437
RESULT3: 3.803774487368714
SEM-RESULT3: 0.48743865479135917

stderr was empty
Result: {'RESULT1': 1.3788797240904658, 'RESULT2': 2.6303854880032516, 'RESULT3': 3.803774487368714}
Final-results: {'RESULT1': (1.3788797240904658, 0.37297423544159947), 'RESULT2': (2.6303854880032516, 0.44907937389088437), 'RESULT3': (3.803774487368714, 0.48743865479135917)}
EXIT_CODE: 0
submitit INFO (2026-09-09 10:02:59,038) - Job completed successfully
submitit INFO (2026-09-09 10:02:59,040) - Exiting after successful completion