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: b8cfc139fd2a0bf7812194ab058ea72864028ccd (9486-320-gb8cfc139f)

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,RESULT2,RESULT1,RESULT4,RESULT3,x,y,z,a
0,1786614188,2,28b8000a-d880-4415-8c33-2cccda4ad0b0,1786614190,1786614196,6,.tests/optimization_example_all_float.py  --x=-783.22194516658782958984 --y=742.91718006134033203125 --z=210.0803852081298828125 --a=-233.74038934707641601562 --nr_results=4,0,,runnervmvrwv9,0_0,COMPLETED,SOBOL,2.120692015399999963420896165189,1.567686055000000022729977899871,4.00184147479999996477317836252,3.467306125099999913885540081537,-783.22194516658782958984375,742.91718006134033203125,210.0803852081298828125,-233.740389347076416015625
1,1786614199,2,28b8000a-d880-4415-8c33-2cccda4ad0b0,1786614201,1786614207,6,.tests/optimization_example_all_float.py  --x=778.7886103063557357018 --y=-862.29588969349890703597 --z=339.46490165485420220648 --a=437.48264793909703485042 --nr_results=4,0,,runnervmvrwv9,1_0,COMPLETED,BOTORCH_MODULAR,2.614755743489197037376925436547,1.171176302291997650684152176837,4.842422236647079714089159097057,3.548226677259618266901952665648,778.788610306355735701799858361483,-862.295889693498907035973388701677,339.464901654854202206479385495186,437.482647939097034850419731810689

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
1786614187,899.515625,29.2

! 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
RESULT2	2.1207	2.6148	2.3677	0.247	2
RESULT1	1.1712	1.5677	1.3694	0.1983	2
RESULT4	4.0018	4.8424	4.4221	0.4203	2
RESULT3	3.4673	3.5482	3.5078	0.0405	2
x	-783.2219	778.7886	-2.2167	781.0053	2
y	-862.2959	742.9172	-59.6894	802.6065	2
z	210.0804	339.4649	274.7726	64.6923	2
a	-233.7404	437.4826	101.8711	335.6115	2

submitit INFO (2026-08-13 09:43:09,211) - Starting with JobEnvironment(job_id=11044, hostname=runnervmvrwv9, local_rank=0(1), node=0(1), global_rank=0(1))
submitit INFO (2026-08-13 09:43:09,211) - Loading pickle: /home/runner/work/OmniOpt/OmniOpt/runs/example_all_float/0/single_runs/11044/11044_submitted.pkl
Trial-Index: 0

Parameters: {"x": -783.2219451665878, "y": 742.9171800613403, "z": 210.08038520812988, "a": -233.74038934707642}
Debug-Infos: 
========
DEBUG INFOS START:
Program-Code: .tests/optimization_example_all_float.py  --x=-783.22194516658782958984 --y=742.91718006134033203125 --z=210.0803852081298828125 --a=-233.74038934707641601562 --nr_results=4
pwd: /home/runner/work/OmniOpt/OmniOpt
File: .tests/optimization_example_all_float.py
UID: 1001
GID: 1001
Status-Change-Time: 1786612604.6315987
Size: 2490 Bytes
Permissions: -rwxr-xr-x
Owner: runner
Last access: 1786614190.7447681
Last modification: 1786612604.6315987
Hostname: runnervmvrwv9
========
DEBUG INFOS END

.tests/optimization_example_all_float.py  --x=-783.22194516658782958984 --y=742.91718006134033203125 --z=210.0803852081298828125 --a=-233.74038934707641601562 --nr_results=4
stdout:
 x: -783.2219451665878
y: 742.9171800613403
z: 210.08038520812988
a: -233.74038934707642
RESULT1: 1.5676860550080935
RESULT2: 2.120692015361229
RESULT3: 3.4673061251490895
RESULT4: 4.001841474801807

stderr was empty
Result: {'RESULT1': 1.5676860550080935, 'RESULT2': 2.120692015361229, 'RESULT3': 3.4673061251490895, 'RESULT4': 4.001841474801807}
Final-results: {'RESULT1': 1.5676860550080935, 'RESULT2': 2.120692015361229, 'RESULT3': 3.4673061251490895, 'RESULT4': 4.001841474801807}
EXIT_CODE: 0
submitit INFO (2026-08-13 09:43:16,760) - Job completed successfully
submitit INFO (2026-08-13 09:43:16,761) - Exiting after successful completion