OmniOpt2

Experiment overview

Setting	Value
Model for non-random steps	BOTORCH_MODULAR
Max. nr. evaluations	3
Number random steps	2
Nr. of workers (parameter)	1

Job Summary per Generation Node

Generation Node	Total	COMPLETED
SOBOL	2	2

Experiment parameters

		Lower	Upper			Log
Name	Type	bound	bound	Values	Type	Scale?
int_param	range	-100	10		int	No
float_pa…	range	-100	10		float	No
choice_p…	choice			1, 2, 4,
				8, 16,
				hallo
int_para…	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

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
0,1786605730,2,03e0764f-e1de-4166-a4f4-56d2c10e05b3,1786605732,1786605738,6,./.tests/optimization_example.py  --int_param='-68' --float_param='-60.80305993556976318359' --choice_param='4' --int_param_two='-100' --nr_results=1,0,,70c9310aba19,-68,-100,-60.80305993556976318359375,4,0_0,COMPLETED,SOBOL,-206274.546968841896159574389457702637,-68,-60.80305993556976318359375,-100,4
1,1786605740,2,03e0764f-e1de-4166-a4f4-56d2c10e05b3,1786605742,1786605748,6,./.tests/optimization_example.py  --int_param='10' --float_param='-21.62793911993503570557' --choice_param='8' --int_param_two='-40' --nr_results=1,0,,70c9310aba19,10,-40,-21.62793911993503570556640625,8,1_0,COMPLETED,SOBOL,-27639.79141774966410594061017036438,10,-21.62793911993503570556640625,-40,8

Arguments Overview

Key	Value
install	False
config_yaml	None
config_toml	None
config_json	None
num_random_steps	2
max_eval	3
run_program	[['Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4…
experiment_name	__main__tests__BOTORCH_MODULAR___lo…
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
send_anonymized_usage_stats	True
ui_url	None
root_venv_dir	/root
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_exha…	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	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
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	True
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
1786605728,795.4140625,29.8

! 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	-68	10	-29	39	2
OO_Info_int_param_two	-100	-40	-70	30	2
OO_Info_float_param	-60.8031	-21.6279	-41.2155	19.5876	2
OO_Info_choice_param	4	8	6	2	2
RESULT	-206274.547	-27639.7914	-116957.1692	89317.3778	2
int_param	-68	10	-29	39	2
float_param	-60.8031	-21.6279	-41.2155	19.5876	2
int_param_two	-100	-40	-70	30	2
choice_param	4	8	6	2	2

submitit INFO (2026-08-13 07:22:10,818) - Starting with JobEnvironment(job_id=524, hostname=70c9310aba19, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-08-13 07:22:10,819) - Loading pickle: /var/opt/omniopt/runs/__main__tests__BOTORCH_MODULAR___local_nogridsearch/0/single_runs/524/524_submitted.pkl
Trial-Index: 0

Parameters: {"int_param": -68, "float_param": -60.80305993556976, "int_param_two": -100, "choice_param": 4}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: ./.tests/optimization_example.py  --int_param='-68' --float_param='-60.80305993556976318359' --choice_param='4' --int_param_two='-100' --nr_results=1
pwd: /var/opt/omniopt
File: ./.tests/optimization_example.py
UID: 0
GID: 0
Status-Change-Time: 1786605523.389288
Size: 3641 Bytes
Permissions: -rwxr-xr-x
Owner: root
Last access: 1786605231.692665
Last modification: 1786605231.692665
Hostname: 70c9310aba19
========
DEBUG INFOS END

./.tests/optimization_example.py  --int_param='-68' --float_param='-60.80305993556976318359' --choice_param='4' --int_param_two='-100' --nr_results=1
stdout:
 OO-Info: int_param: -68
OO-Info: int_param_two: -100
OO-Info: float_param: -60.80305993556976318359
OO-Info: choice_param: 4
RESULT: -206274.5469688419

stderr was empty
Result: {'RESULT': -206274.5469688419}
Final-results: {'RESULT': -206274.5469688419}
EXIT_CODE: 0
submitit INFO (2026-08-13 07:22:18,516) - Job completed successfully
submitit INFO (2026-08-13 07:22:18,516) - Exiting after successful completion