OmniOpt2

Experiment overview

Setting	Value
Model for non-random steps	BOTORCH_MODULAR
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
BOTORCH_MODULAR	1	1

Experiment parameters

Name	Type	Lower bound	Upper bound	Type	Log Scale?
x	range	-1000	1000	float	No
y	range	-1000	1000	float	No
z	range	-1000	1000	float	No
a	range	-1000	1000	float	No

Number of evaluations

Failed	Succeeded	Running	Total
0	2	0	2

Result names and types

name	min/max
RESULT	min

Git-Version

Commit: 7f26c2a84ef8ef7726c3f33afb390239443e7b3e (9486-316-g7f26c2a84)

trial_index,submit_time,queue_time,worker_generator_uuid,start_time,end_time,run_time,program_string,exit_code,signal,hostname,arm_name,trial_status,generation_node,RESULT,x,y,z,a
0,1786611053,2,099e92e1-7218-436e-b1da-aac0b02d391e,1786611055,1786611061,6,.tests/optimization_example_all_float.py  --x=-340.05063772201538085938 --y=-258.05312395095825195312 --z=-526.95354819297790527344 --a=-252.48205661773681640625 --nr_results=1,0,,runnervmvrwv9,0_0,COMPLETED,SOBOL,-5370635.596604562364518642425537109375,-340.050637722015380859375,-258.053123950958251953125,-526.9535481929779052734375,-252.48205661773681640625
1,1786611065,1,099e92e1-7218-436e-b1da-aac0b02d391e,1786611066,1786611072,6,.tests/optimization_example_all_float.py  --x=976.65263782966087546811 --y=675.98624885103993165103 --z=941.23928111013572106458 --a=810.0149984431457141909 --nr_results=1,0,,runnervmvrwv9,1_0,COMPLETED,BOTORCH_MODULAR,-29203525.367800809442996978759765625,976.652637829660875468107406049967,675.986248851039931651030201464891,941.239281110135721064580138772726,810.01499844314571419090498238802

Arguments Overview

Key	Value
install	False
config_yaml	None
config_toml	None
config_json	None
num_random_steps	1
max_eval	2
run_program	[['LnRlc3RzL29wdGltaXphdGlvbl9leGFtcGxlX2FsbF9mbG9hdC5weSAgLS14PSUoeCkgLS15PSUoeSkgLS16PSUoeikgLS1hPS…
experiment_name	example_all_float
mem_gb	4
parameter	[['x', 'range', '-1000', '1000', 'float'], ['y', 'range', '-1000', '1000', 'float'], ['z', 'range',
	'-1000', '1000', 'float'], ['a', 'range', '-1000', '1000', 'float']]
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	/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
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	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
1786611052,899.37109375,28.8

! 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
RESULT	-29203525.3678	-5370635.5966	-17287080.4822	11916444.8856	2
x	-340.0506	976.6526	318.301	658.3516	2
y	-258.0531	675.9862	208.9666	467.0197	2
z	-526.9535	941.2393	207.1429	734.0964	2
a	-252.4821	810.015	278.7665	531.2485	2

submitit INFO (2026-08-13 08:50:54,334) - Starting with JobEnvironment(job_id=12890, hostname=runnervmvrwv9, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-08-13 08:50:54,334) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1/single_runs/12890/12890_submitted.pkl
Trial-Index: 0

Parameters: {"x": -340.0506377220154, "y": -258.05312395095825, "z": -526.9535481929779, "a": -252.48205661773682}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float.py  --x=-340.05063772201538085938 --y=-258.05312395095825195312 --z=-526.95354819297790527344 --a=-252.48205661773681640625 --nr_results=1
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float.py
UID: 1001
GID: 1001
Status-Change-Time: 1786608835.5627139
Size: 2490 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1786609255.0344255
Last modification: 1786608835.5627139
Hostname: runnervmvrwv9
========
DEBUG INFOS END

.tests/optimization_example_all_float.py  --x=-340.05063772201538085938 --y=-258.05312395095825195312 --z=-526.95354819297790527344 --a=-252.48205661773681640625 --nr_results=1
stdout:
 x: -340.0506377220154
y: -258.05312395095825
z: -526.9535481929779
a: -252.48205661773682
RESULT: -5370635.596604562

stderr was empty
Result: {'RESULT': -5370635.596604562}
Final-results: {'RESULT': -5370635.596604562}
EXIT_CODE: 0
submitit INFO (2026-08-13 08:51:01,876) - Job completed successfully
submitit INFO (2026-08-13 08:51:01,877) - Exiting after successful completion