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: 641809af8e4af42f142e7f078b4e38fd9a5b2ace (9486-321-g641809af8)

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
0,1786625487,2,29648495-763c-4a90-9cec-ca2a3c35d903,1786625489,1786625495,6,.tests/optimization_example_all_float.py  --x=860.16190052032470703125 --y=-635.71920990943908691406 --z=-813.87346982955932617188 --a=-765.4554843902587890625 --nr_results=4,0,,runnervmliwqe,0_0,COMPLETED,SOBOL,1.04906505399999994132542724401,2.119597611100000111861163532012,3.893586559300000082828319136752,4.632991214699999638071403751383,860.16190052032470703125,-635.7192099094390869140625,-813.873469829559326171875,-765.4554843902587890625
1,1786625498,2,29648495-763c-4a90-9cec-ca2a3c35d903,1786625500,1786625506,6,.tests/optimization_example_all_float.py  --x=-951.75304263830184936523 --y=753.93155589699745178223 --z=909.62826088070869445801 --a=822.24911265075206756592 --nr_results=4,0,,runnervmliwqe,1_0,COMPLETED,BOTORCH_MODULAR,1.006895170159243901863987957768,2.978523611180981855994787110831,3.294989677013290929608047008514,4.933975216071419644947582128225,-951.753042638301849365234375,753.9315558969974517822265625,909.6282608807086944580078125,822.24911265075206756591796875

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
1786625485,769.6484375,29.7

! 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	1.0069	1.0491	1.028	0.0211	2
RESULT2	2.1196	2.9785	2.5491	0.4295	2
RESULT3	3.295	3.8936	3.5943	0.2993	2
RESULT4	4.633	4.934	4.7835	0.1505	2
x	-951.753	860.1619	-45.7956	905.9575	2
y	-635.7192	753.9316	59.1062	694.8254	2
z	-813.8735	909.6283	47.8774	861.7509	2
a	-765.4555	822.2491	28.3968	793.8523	2

submitit INFO (2026-08-13 12:51:27,446) - Starting with JobEnvironment(job_id=13651, hostname=runnervmliwqe, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-08-13 12:51:27,447) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/single_runs/13651/13651_submitted.pkl
Trial-Index: 0

Parameters: {"x": 860.1619005203247, "y": -635.7192099094391, "z": -813.8734698295593, "a": -765.4554843902588}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float.py  --x=860.16190052032470703125 --y=-635.71920990943908691406 --z=-813.87346982955932617188 --a=-765.4554843902587890625 --nr_results=4
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float.py
UID: 1001
GID: 1001
Status-Change-Time: 1786624072.732368
Size: 2490 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1786625489.1015983
Last modification: 1786624072.732368
Hostname: runnervmliwqe
========
DEBUG INFOS END

.tests/optimization_example_all_float.py  --x=860.16190052032470703125 --y=-635.71920990943908691406 --z=-813.87346982955932617188 --a=-765.4554843902587890625 --nr_results=4
stdout:
 x: 860.1619005203247
y: -635.7192099094391
z: -813.8734698295593
a: -765.4554843902588
RESULT1: 1.0490650540016868
RESULT2: 2.11959761113478
RESULT3: 3.893586559304329
RESULT4: 4.6329912146711685

stderr was empty
Result: {'RESULT1': 1.0490650540016868, 'RESULT2': 2.11959761113478, 'RESULT3': 3.893586559304329, 'RESULT4': 4.6329912146711685}
Final-results: {'RESULT1': 1.0490650540016868, 'RESULT2': 2.11959761113478, 'RESULT3': 3.893586559304329, 'RESULT4': 4.6329912146711685}
EXIT_CODE: 0
submitit INFO (2026-08-13 12:51:35,126) - Job completed successfully
submitit INFO (2026-08-13 12:51:35,126) - Exiting after successful completion