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
RESULT1	min
RESULT2	max
RESULT3	min
RESULT4	max

Git-Version

Commit: 186cf0091d7a52c3dbc179feb5896b88032e6afc (9486-319-g186cf0091)

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,RESULT3,RESULT4,RESULT2,RESULT1,x,y,z,a
0,1786614205,2,0949d9a8-e565-40d6-bd56-58bc59136eae,1786614207,1786614213,6,.tests/optimization_example_all_float.py  --x=569.66984272003173828125 --y=-611.89973354339599609375 --z=-194.39512491226196289062 --a=512.69948482513427734375 --nr_results=4,0,,runnervmvrwv9,0_0,COMPLETED,SOBOL,3.647914320399999965616189001594,4.362762110800000314725366479252,2.194190626600000193491268873913,1.602177993000000189027787200757,569.66984272003173828125,-611.89973354339599609375,-194.395124912261962890625,512.69948482513427734375
1,1786614216,2,0949d9a8-e565-40d6-bd56-58bc59136eae,1786614218,1786614224,6,.tests/optimization_example_all_float.py  --x=-964.15455287566055631032 --y=1000 --z=-941.46791082655022364634 --a=-871.10775547741559421411 --nr_results=4,0,,runnervmvrwv9,1_0,COMPLETED,BOTORCH_MODULAR,3.311568974526568176486307493178,4.627528312210343663934963842621,2.38615402890448802253331450629,1.602920327465651384457601125177,-964.154552875660556310322135686874,1000,-941.467910826550223646336235105991,-871.107755477415594214107841253281

config_objectives not found

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	['RESULT1=min', 'RESULT2=max', 'RESULT3=min', 'RESULT4=max']
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
1786614204,899.25,28.9

! 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
RESULT3	3.3116	3.6479	3.4797	0.1682	2
RESULT4	4.3628	4.6275	4.4951	0.1324	2
RESULT2	2.1942	2.3862	2.2902	0.096	2
RESULT1	1.6022	1.6029	1.6025	0.0004	2
x	-964.1546	569.6698	-197.2424	766.9122	2
y	-611.8997	1000	194.0501	805.9499	2
z	-941.4679	-194.3951	-567.9315	373.5364	2
a	-871.1078	512.6995	-179.2041	691.9036	2

submitit INFO (2026-08-13 09:43:26,111) - Starting with JobEnvironment(job_id=11769, hostname=runnervmvrwv9, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-08-13 09:43:26,111) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/single_runs/11769/11769_submitted.pkl
Trial-Index: 0

Parameters: {"x": 569.6698427200317, "y": -611.899733543396, "z": -194.39512491226196, "a": 512.6994848251343}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float.py  --x=569.66984272003173828125 --y=-611.89973354339599609375 --z=-194.39512491226196289062 --a=512.69948482513427734375 --nr_results=4
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float.py
UID: 1001
GID: 1001
Status-Change-Time: 1786612516.7867377
Size: 2490 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1786612885.198504
Last modification: 1786612516.7867377
Hostname: runnervmvrwv9
========
DEBUG INFOS END

.tests/optimization_example_all_float.py  --x=569.66984272003173828125 --y=-611.89973354339599609375 --z=-194.39512491226196289062 --a=512.69948482513427734375 --nr_results=4
stdout:
 x: 569.6698427200317
y: -611.899733543396
z: -194.39512491226196
a: 512.6994848251343
RESULT1: 1.6021779929605846
RESULT2: 2.1941906265664923
RESULT3: 3.647914320366346
RESULT4: 4.362762110822281

stderr was empty
Result: {'RESULT1': 1.6021779929605846, 'RESULT2': 2.1941906265664923, 'RESULT3': 3.647914320366346, 'RESULT4': 4.362762110822281}
Final-results: {'RESULT1': 1.6021779929605846, 'RESULT2': 2.1941906265664923, 'RESULT3': 3.647914320366346, 'RESULT4': 4.362762110822281}
EXIT_CODE: 0
submitit INFO (2026-08-13 09:43:33,651) - Job completed successfully
submitit INFO (2026-08-13 09:43:33,651) - Exiting after successful completion