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: 342bff4932d73c05e174cf3b3f5750a19948e1c0 (9486-314-g342bff493)

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,RESULT1,RESULT2,RESULT3,RESULT4,x,y,z,a
0,1786610111,2,3b8535f6-8a46-44ee-abe9-39d0dd69117f,1786610113,1786610119,6,.tests/optimization_example_all_float.py  --x=947.302341461181640625 --y=821.26903533935546875 --z=-552.92022228240966796875 --a=880.9413909912109375 --nr_results=4,0,,runnervmliwqe,0_0,COMPLETED,SOBOL,1.626982967600000051788811106235,2.634714943100000095199675342883,3.068361637399999786168791615637,4.802604833300000208851088245865,947.302341461181640625,821.26903533935546875,-552.92022228240966796875,880.9413909912109375
1,1786610123,1,3b8535f6-8a46-44ee-abe9-39d0dd69117f,1786610124,1786610130,6,.tests/optimization_example_all_float.py  --x=-835.10713092982769012451 --y=59.91914868354797363281 --z=657.03836455941200256348 --a=191.91703572869300842285 --nr_results=4,0,,runnervmliwqe,1_0,COMPLETED,BOTORCH_MODULAR,1.895649351143909644434870642726,2.735472583441645788582263776334,3.868638581520306374272877292242,4.416436486024363006208659498952,-835.10713092982769012451171875,59.9191486835479736328125,657.0383645594120025634765625,191.9170357286930084228515625

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
1786610110,769.15234375,29.8

! 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
RESULT1	1.627	1.8956	1.7613	0.1343	2
RESULT2	2.6347	2.7355	2.6851	0.0504	2
RESULT3	3.0684	3.8686	3.4685	0.4001	2
RESULT4	4.4164	4.8026	4.6095	0.1931	2
x	-835.1071	947.3023	56.0976	891.2047	2
y	59.9191	821.269	440.5941	380.6749	2
z	-552.9202	657.0384	52.0591	604.9793	2
a	191.917	880.9414	536.4292	344.5122	2

submitit INFO (2026-08-13 08:35:12,268) - Starting with JobEnvironment(job_id=14242, hostname=runnervmliwqe, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-08-13 08:35:12,268) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/single_runs/14242/14242_submitted.pkl
Trial-Index: 0

Parameters: {"x": 947.3023414611816, "y": 821.2690353393555, "z": -552.9202222824097, "a": 880.9413909912109}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float.py  --x=947.302341461181640625 --y=821.26903533935546875 --z=-552.92022228240966796875 --a=880.9413909912109375 --nr_results=4
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float.py
UID: 1001
GID: 1001
Status-Change-Time: 1786608549.1705341
Size: 2490 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1786608895.5739703
Last modification: 1786608549.1705341
Hostname: runnervmliwqe
========
DEBUG INFOS END

.tests/optimization_example_all_float.py  --x=947.302341461181640625 --y=821.26903533935546875 --z=-552.92022228240966796875 --a=880.9413909912109375 --nr_results=4
stdout:
 x: 947.3023414611816
y: 821.2690353393555
z: -552.9202222824097
a: 880.9413909912109
RESULT1: 1.626982967610342
RESULT2: 2.6347149430683383
RESULT3: 3.068361637404261
RESULT4: 4.802604833254337

stderr was empty
Result: {'RESULT1': 1.626982967610342, 'RESULT2': 2.6347149430683383, 'RESULT3': 3.068361637404261, 'RESULT4': 4.802604833254337}
Final-results: {'RESULT1': 1.626982967610342, 'RESULT2': 2.6347149430683383, 'RESULT3': 3.068361637404261, 'RESULT4': 4.802604833254337}
EXIT_CODE: 0
submitit INFO (2026-08-13 08:35:19,819) - Job completed successfully
submitit INFO (2026-08-13 08:35:19,819) - Exiting after successful completion