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
0,1786610698,1,b71a77b1-80ce-46af-866e-461336a6f15c,1786610699,1786610705,6,.tests/optimization_example_all_float.py  --x=-525.75904130935668945312 --y=352.08606719970703125 --z=227.79214382171630859375 --a=-108.59423875808715820312 --nr_results=1,0,,runnervmliwqe,0_0,COMPLETED,SOBOL,-4651004.633864714764058589935302734375,-525.759041309356689453125,352.08606719970703125,227.79214382171630859375,-108.594238758087158203125
1,1786610707,1,b71a77b1-80ce-46af-866e-461336a6f15c,1786610708,1786610714,6,.tests/optimization_example_all_float.py  --x=937.31429055333137512207 --y=-861.7079518735408782959 --z=-689.14512172341346740723 --a=924.3374131619930267334 --nr_results=1,0,,runnervmliwqe,1_0,COMPLETED,BOTORCH_MODULAR,-29473099.6842266805469989776611328125,937.3142905533313751220703125,-861.7079518735408782958984375,-689.1451217234134674072265625,924.3374131619930267333984375

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
1786610696,769.55859375,30.5

! 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	-29473099.6842	-4651004.6339	-17062052.159	12411047.5252	2
x	-525.759	937.3143	205.7776	731.5367	2
y	-861.708	352.0861	-254.8109	606.897	2
z	-689.1451	227.7921	-230.6765	458.4686	2
a	-108.5942	924.3374	407.8716	516.4658	2

submitit INFO (2026-08-13 08:44:58,339) - Starting with JobEnvironment(job_id=15359, hostname=runnervmliwqe, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-08-13 08:44:58,339) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/1/single_runs/15359/15359_submitted.pkl
Trial-Index: 0

Parameters: {"x": -525.7590413093567, "y": 352.08606719970703, "z": 227.7921438217163, "a": -108.59423875808716}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float.py  --x=-525.75904130935668945312 --y=352.08606719970703125 --z=227.79214382171630859375 --a=-108.59423875808715820312 --nr_results=1
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float.py
UID: 1001
GID: 1001
Status-Change-Time: 1786608834.683478
Size: 2490 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1786609194.6131024
Last modification: 1786608834.683478
Hostname: runnervmliwqe
========
DEBUG INFOS END

.tests/optimization_example_all_float.py  --x=-525.75904130935668945312 --y=352.08606719970703125 --z=227.79214382171630859375 --a=-108.59423875808715820312 --nr_results=1
stdout:
 x: -525.7590413093567
y: 352.08606719970703
z: 227.7921438217163
a: -108.59423875808716
RESULT: -4651004.633864715

stderr was empty
Result: {'RESULT': -4651004.633864715}
Final-results: {'RESULT': -4651004.633864715}
EXIT_CODE: 0
submitit INFO (2026-08-13 08:45:05,646) - Job completed successfully
submitit INFO (2026-08-13 08:45:05,646) - Exiting after successful completion