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
-61	-59	-50.7819…	8	1035	2.6540702…	3.775295…	-61	-50.78191…	-59	8	1.421838…

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: f7a3ffd840bb7255de8533c94b789088bdd43694 (9994-4-gf7a3ffd84)

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
0,1788849234,7,45241bbb-849f-4084-b27f-5018fd21af70,1788849241,1788849247,6,./.tests/optimization_example --random_sem --int_param='-61' --float_param='-50.78191816806793212891' --choice_param='8' --int_param_two='-59' --nr_results=3,0,,slurmnode2,-61,-59,-50.781918168067925023478892398998,8,1035,0_0,COMPLETED,SOBOL,1.42183839063971850791290307825,2.65407020988966380059537186753,3.775295763119981273803205112927,-61,-50.78191816806793212890625,-59,8

         Job submission durations          
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃   Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│       1 │   0.406 │    1 │        0.406 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │   0.406 │      │              │
│  Median │   0.406 │      │              │
│   Total │   0.406 │      │              │
│     Max │   0.406 │      │              │
│     Min │   0.406 │      │              │
└─────────┴─────────┴──────┴──────────────┘

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

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/admin
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/admin/.omniax_venvs/Python_3.10.12/x86_64/bin/python3
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	slurmpar
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

1788849232.3173,1,0,0
1788849234.361,1,0,0
1788849234.6463,1,1,100
1788849248.9386,1,1,100
1788849251.0946,1,0,0
1788849251.9817,1,0,0

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

timestamp,ram_usage_mb,cpu_usage_percent
1788849232,743.83203125,98.2

! 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	-61	-61	-61	1
OO_Info_int_param_two	-59	-59	-59	1
OO_Info_float_param	-50.7819	-50.7819	-50.7819	1
OO_Info_choice_param	8	8	8	1
RESULT1	1.4218	1.4218	1.4218	1
RESULT2	2.6541	2.6541	2.6541	1
RESULT3	3.7753	3.7753	3.7753	1
int_param	-61	-61	-61	1
float_param	-50.7819	-50.7819	-50.7819	1
int_param_two	-59	-59	-59	1
choice_param	8	8	8	1

/home/admin/.omniax_venvs/Python_3.10.12/x86_64/lib/python3.10/site-packages/submitit/core/plugins.py:24: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.
  import pkg_resources
submitit INFO (2026-09-08 06:33:55,824) - Starting with JobEnvironment(job_id=1035, hostname=slurmnode2, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-09-08 06:33:55,824) - Loading pickle: /oo_dir/runs/test_if_debug_py_has_alternating/0/single_runs/1035/1035_submitted.pkl
Trial-Index: 0

Parameters: {"int_param": -61, "float_param": -50.78191816806793, "int_param_two": -59, "choice_param": 8}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example --random_sem --int_param='-61' --float_param='-50.78191816806793212891' --choice_param='8' --int_param_two='-59' --nr_results=3
pwd: /oo_dir
File: ./.tests/optimization_example
UID: 1000
GID: 1000
SLURM_JOB_ID: 1035
Status-Change-Time: 1788845502.844091
Size: 3740 Bytes
Permissions: -rwxrwxr-x
Owner: admin
Last access: 1788845502.9160912
Last modification: 1788845502.844091
Hostname: slurmnode2
========
DEBUG INFOS END

./.tests/optimization_example --random_sem --int_param='-61' --float_param='-50.78191816806793212891' --choice_param='8' --int_param_two='-59' --nr_results=3
stdout:
 OO-Info: int_param: -61
OO-Info: int_param_two: -59
OO-Info: float_param: -50.78191816806793212891
OO-Info: choice_param: 8
RESULT1: 1.4218383906397185
SEM-RESULT1: 0.6547551068562988
RESULT2: 2.654070209889664
SEM-RESULT2: 0.24814519687900316
RESULT3: 3.7752957631199813
SEM-RESULT3: 0.31316692719466277

stderr was empty
Result: {'RESULT1': 1.4218383906397185, 'RESULT2': 2.654070209889664, 'RESULT3': 3.7752957631199813}
Final-results: {'RESULT1': (1.4218383906397185, 0.6547551068562988), 'RESULT2': (2.654070209889664, 0.24814519687900316), 'RESULT3': (3.7752957631199813, 0.31316692719466277)}
EXIT_CODE: 0
submitit INFO (2026-09-08 06:34:07,222) - Job completed successfully
submitit INFO (2026-09-08 06:34:07,222) - Exiting after successful completion